Community testing programme

Help test a connector — earn a perk for life.

We seed the catalog from upstream sources, but only a fraction have been validated end-to-end on real user machines. Pick a connector you care about, record a short screen-capture that shows it working (or failing honestly), and we'll review. Approved submissions earn you Pro-equivalent daily limits on that specific connector, for the lifetime of your account — even on Free.

1
Pick a connector

Any connector below. Preference to those with zero submissions — the list surfaces those first.

2
Record + submit

Screen-capture (Loom / YouTube / Vimeo / Drive), describe your prompt and the reproduction steps, drop the link in.

3
Get a perk

Admin reviews. Approved = your account keeps Pro-equivalent limits on that connector, forever.

All connectors

328 entries · zero-submission first

  • 1Password

    Needs testing

    1Password's **official** MCP — read + generate secrets, manage Environments (beta).

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  • AWS

    Needs testing

    Official AWS Labs MCP suite — S3, Lambda, CloudWatch, IAM, cost, and more. Individual per-service MCPs; install the ones you need.

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  • AWS S3

    Needs testing

    List + read + upload / stream objects in Amazon S3 buckets. Several community MCPs available — browse the [awesome-mcp-servers cloud-storage list](https://mcpservers.org/topics/cloud-storage-mcp). AWS shipped an official MCP toolkit in 2026 — check [awslabs/mcp](https://github.com/awslabs/mcp) for…

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  • Airbnb

    Needs testing

    Search Airbnb listings by location, dates, guests, filters; fetch full listing detail (amenities, house rules, ratings). No API key — the MCP hits Airbnb's public search. Source: [openbnb-org/mcp-server-airbnb](https://github.com/openbnb-org/mcp-server-airbnb) (the openbnb group's canonical…

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  • Airtable

    Needs testing

    Read + write access to Airtable bases — inspect schemas, list / search / create / update / delete records. Cross-listed under productivity — Airtable straddles both categories.

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  • Airtable

    Needs testing

    Read + write access to Airtable bases — inspect schemas, list bases / tables, list / search / create / update / delete records. Cross-listed under data-and-storage as a lightweight database.

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  • Amazon Alexa

    Needs testing

    Control Alexa devices — TTS announcements, text commands, smart-home groups, routines. Built on `alexa-remote2` (Amazon internal API + browser-based auth, not the public Skills API). Source: [serversmx/alexa-mcp](https://github.com/serversmx/alexa-mcp). Shopping-list-only alt:…

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  • Amazon Orders (personal)

    Needs testing

    Read your own Amazon.com order history + payment transactions. Wraps the `amazon-orders` Python library with a system-keyring credential store + cookie persistence. Community MCP. Source: [seanoliver/amazon-orders-mcp](https://github.com/seanoliver/amazon-orders-mcp). Simpler alt:…

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  • Amazon Seller (SP-API)

    Needs testing

    Amazon Seller Central — sales data, inventory, returns, listings, reports through the official Selling Partner API. Uses LWA (Login-with-Amazon) auth; no AWS credentials needed. Community MCP. Source: [jay-trivedi/amazon_sp_mcp](https://github.com/jay-trivedi/amazon_sp_mcp). Full-surface alt:…

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  • Amazon Shopping

    Needs testing

    Search Amazon products and (with login) add to cart + place orders — end-to-end shopping via browser automation. Community MCP. Source: [rigwild/mcp-server-amazon](https://github.com/rigwild/mcp-server-amazon). Comparison-focused alt:…

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  • Amplitude

    Needs testing

    Analyze product events, cohorts, dashboards, experiments, and session replays via Amplitude. **Official** remote MCP with OAuth 2.0 — respects your existing Amplitude project permissions. Source: [amplitude/mcp-server-guide](https://github.com/amplitude/mcp-server-guide) · endpoints:…

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  • Anki

    Needs testing

    Anki flashcard decks — search cards, create new notes, review scheduling. Great for AI-assisted spaced-repetition workflows. Community MCPs — browse [awesome-mcp-servers](https://mcpservers.org/topics/anki-mcp) for the current fork.

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  • Ansible

    Needs testing

    Ansible playbook execution + inventory + collection browsing. Community MCPs — browse [awesome-devops-ai](https://github.com/hammadhaqqani/awesome-devops-ai) for the current best-of-breed.

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  • Apache Superset

    Needs testing

    Manage Superset datasets, metrics, calculated columns, charts, dashboards, and run SQL Lab queries against connected databases. Community MCP. Source: [Winding2020/superset-mcp](https://github.com/Winding2020/superset-mcp) (npm: `superset-mcp`). Larger surface alt:…

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  • Apple Health

    Needs testing

    Query your Apple Health export — activity, sleep, heart, HRV, workouts — from any MCP client. Reads the local `export.zip` you generate on iPhone (Health app → profile → Export Health Data). iOS-native metrics with zero cloud round-trip. Source:…

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  • Apple HomeKit

    Needs testing

    Control HomeKit accessories, scenes, and automations on macOS via the Shortcuts bridge. Part of a unified Apple-native MCP suite that also covers Mail, Calendar, Reminders, Notes, Messages, Contacts, Files. macOS-only. Source: [JonathanRReed/Apple-MCPs](https://github.com/JonathanRReed/Apple-MCPs).…

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  • Apple Maps

    Needs testing

    Local Apple Maps bridge — opens Maps.app URLs with an allowlisted set of URL-scheme parameters, read-only by default. macOS-only; needs Xcode command-line tools for the Swift helper. Source: [JonathanRReed/Apple-MCPs](https://github.com/JonathanRReed/Apple-MCPs) (unified) or…

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  • Apple Music

    Needs testing

    Search the Apple Music catalogue, manage playlists, control playback, browse your library. Published on PyPI. Source: [epheterson/applemusic-mcp](https://github.com/epheterson/applemusic-mcp). macOS-native AppleScript alt: [pedrocid/music-mcp](https://github.com/pedrocid/music-mcp).

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  • Apple Notes

    Needs testing

    Read notes from the native macOS Notes app (via SQLite dump / AppleScript). macOS-only. Community MCPs — browse [awesome-mcp-servers](https://mcpservers.org/topics/apple-notes-mcp).

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  • Apple Podcasts

    Needs testing

    Search Apple Podcasts by name via the public iTunes Store API — returns matching podcast metadata + feed URLs. Read-only, no auth. Source: [oscargullberg/apple-podcast-mcp-server](https://github.com/oscargullberg/apple-podcast-mcp-server). Transcription + summarization alt:…

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  • ArgoCD

    Needs testing

    GitOps for Kubernetes — Argo CD cluster + AppProject + application listing, sync status, health. Official from the Argoproj Labs.

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  • Asana

    Needs testing

    Talk to the Asana API — workspaces, projects, tasks, tags, comments, dependencies — with an opt-in read-only mode. Source: [roychri/mcp-server-asana](https://github.com/roychri/mcp-server-asana). Asana's **official** remote MCP is at `https://mcp.asana.com/v2/mcp`…

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  • Astra DB

    Needs testing

    Interact with DataStax Astra DB — collections, documents, vector search via the Data API. Official. Source: [datastax/astra-db-mcp](https://github.com/datastax/astra-db-mcp) · npm: `@datastax/astra-db-mcp`. Apache 2.0.

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  • Attio

    Needs testing

    Modern CRM (Deals, Tasks, Lists, People, Companies, Records, Notes) exposed as human-readable MCP tools — universal CRUD + scoped shortcut tools. Community MCP with published npm package. Source: [kesslerio/attio-mcp-server](https://github.com/kesslerio/attio-mcp-server) · npm:…

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  • Audible

    Needs testing

    Read-only Audible library — books, wishlist, collections, metadata, listening stats. Published on npm.

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  • Azure

    Needs testing

    Microsoft's official Azure MCP Server — covers Resources, Storage, Cosmos DB, App Service, and the wider Azure surface. v1.0 GA. Source: [microsoft/mcp](https://github.com/microsoft/mcp) → azure catalog entry.

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  • Backblaze B2

    Needs testing

    Backblaze B2 Cloud Storage — bucket listing, object CRUD, presigned URLs, versioning, audit log. Careful with delete-file-version — takes an exact `fileId`, refuses to resolve one from a name. Source: [ffumero2003/b2-mcp-server](https://github.com/ffumero2003/b2-mcp-server). Hardened alt with…

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  • Basecamp

    Needs testing

    Basecamp 3 access via OAuth — projects, messages, todos, comments, people, kanban card tables. Source: [stefanoverna/basecamp-mcp](https://github.com/stefanoverna/basecamp-mcp). Deeper (75-tool) alt with docs / uploads / search:…

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  • Beehiiv

    Needs testing

    34 tools covering publications, subscriptions, posts, segments, automations, webhooks, custom fields, referral programs. Community MCP with the widest coverage of the beehiiv v2 API. Source: [mrhinkle/beehiiv-mcp-server](https://github.com/mrhinkle/beehiiv-mcp-server). Lighter alt:…

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  • BigCommerce

    Needs testing

    BigCommerce REST API — products, customers, orders, inventory. Community MCP. Source: [isaacgounton/bigcommerce-api-mcp](https://github.com/isaacgounton/bigcommerce-api-mcp). Read-only SQL-shaped alt:…

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  • BigQuery

    Needs testing

    Query and inspect BigQuery datasets from an AI agent — schema introspection + SELECT execution. Read-only community MCP good for BI-side warehouse Q&A. Source: [LucasHild/mcp-server-bigquery](https://github.com/LucasHild/mcp-server-bigquery). Read-only variant:…

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  • BigQuery

    Needs testing

    Google BigQuery — schema inspection and SQL execution over your data warehouse.

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  • Bilibili

    Needs testing

    Search + interact with Bilibili videos (Chinese video platform).

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  • Bitbucket

    Needs testing

    Bitbucket Cloud + Data Center — repos, pull requests, pipelines. Covered by Atlassian's [Remote MCP suite](https://community.atlassian.com/) as of 2026; community MCPs on [awesome-mcp-servers](https://mcpservers.org/topics/bitbucket-mcp) too.

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  • Blender

    Needs testing

    Prompt-driven 3D — create objects, apply materials, run Python inside a live Blender session. Very popular community MCP (25k+ stars). Source: [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp). Requires the paired Blender addon (`addon.py`) installed in Blender: Edit → Preferences →…

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  • Bluesky

    Needs testing

    Post, read timelines, and query the ATProtocol on Bluesky. Source: [morinokami/mcp-server-bluesky](https://github.com/morinokami/mcp-server-bluesky) (comprehensive) or [brianellin/bsky-mcp-server](https://github.com/brianellin/bsky-mcp-server).

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  • Booking.com

    Needs testing

    Search hotels on Booking.com — dates, location, price filter, review score. MCP-use framework wrapper. Source: [mcp-use/booking-com](https://github.com/mcp-use/booking-com). API-key-based alt: [esakrissa/hotels_mcp_server](https://github.com/esakrissa/hotels_mcp_server) (uses Booking.com RapidAPI).

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  • Brex

    Needs testing

    Brex corporate cards, expenses, transactions, budgets. Merchant + budget resources auto-expand to human-readable names. Community MCP. Source: [crazyrabbitLTC/mcp-brex-server](https://github.com/crazyrabbitLTC/mcp-brex-server) (published as [mcp-brex](https://www.npmjs.com/package/mcp-brex)).

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  • Bruno

    Needs testing

    Bruno — open-source API testing (Postman alternative). Collections stored as plaintext files in git. Community MCPs available on [awesome-mcp-servers](https://mcpservers.org/topics/bruno-mcp).

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  • Buffer

    Needs testing

    Draft, schedule, and manage social posts across Buffer's connected channels. Buffer publishes a hosted MCP for its top-tier clients — see [buffer.com/mcp](https://buffer.com/mcp). Community local: [damusix/buffer-mcp](https://github.com/damusix/buffer-mcp). GraphQL-based alt with batch support:…

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  • BulkPublish (hub)

    Needs testing

    Multi-platform publishing hub — schedule posts across **11 networks** (X, Facebook, Instagram, LinkedIn, Threads, TikTok, YouTube, Pinterest, Bluesky, Reddit, Telegram) via a single MCP.

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  • Canva

    Needs testing

    Search Canva Apps SDK docs, scaffold Canva app extensions. Official — the [Canva Dev MCP](https://www.canva.dev/docs/apps/mcp-server/) is a **developer-tools** server (SDK docs, code lookup), not a design-editing surface. For design CRUD, the closest community options are…

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  • Cassandra

    Needs testing

    Apache Cassandra — run CQL queries, describe keyspaces / tables, list nodes. Community MCP. Source: [sahil1115/mcp-cassandra-server](https://github.com/sahil1115/mcp-cassandra-server). Read-only alt via JDBC driver (from CData):…

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  • Chroma

    Needs testing

    Chroma vector database — embeddings, similarity search, document collections. Popular OSS choice for RAG. Source: [volteditor/mcp.chroma](https://github.com/volteditor/mcp.chroma). Chroma also ships a first-party MCP — check [chromadb.dev/mcp](https://chromadb.dev/mcp) for the current…

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  • CircleCI

    Needs testing

    **Official** CircleCI MCP — inspect pipelines, jobs, and workflows; fetch failure logs; trigger reruns. Source: [CircleCI-Public/mcp-server-circleci](https://github.com/CircleCI-Public/mcp-server-circleci) (npm: `@circleci/mcp-server-circleci`).

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  • ClickHouse

    Needs testing

    **Official** ClickHouse MCP — connect any AI assistant to a ClickHouse cluster; read-only by default, opt-in writes. Pluggable FastMCP auth (bearer / IdP). Source: [ClickHouse/mcp-clickhouse](https://github.com/ClickHouse/mcp-clickhouse) (PyPI: `mcp-clickhouse`).

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  • ClickUp

    Needs testing

    Manage ClickUp tasks, checklists, sprints, comments, tags, spaces, lists, folders, files, docs, chat, and time tracking via natural language. Note: this project transitioned to a paid model — requires a license key. Source:…

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  • CloudFlare

    Needs testing

    Cloudflare's official MCP suite — Workers, R2, KV, D1, DNS, Workers AI, and the wider platform.

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  • Cloudflare Workers

    Needs testing

    Cloudflare Workers — call any Worker as an MCP tool by decorating exported methods with JSDoc. Cloudflare's official runtime enabling `workers-mcp`. Source: [geelen/workers-mcp-server](https://github.com/geelen/workers-mcp-server). For Cloudflare's own **product MCP** (KV, R2, D1, Zone management),…

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  • Cloudinary

    Needs testing

    Official Cloudinary MCP suite — upload, transform, analyse, and organise images/video in your Cloudinary media library. Ships as several servers under one org: **Asset Management**, **Environment Config**, **Structured Metadata**, **Analysis**, **MediaFlows** (low-code workflows).

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  • Cloudinary

    Needs testing

    Upload, transform, analyse, and organise media assets on Cloudinary. Official — Cloudinary publishes four MCPs; **asset management** is the main one. Source: [cloudinary/mcp-servers](https://github.com/cloudinary/mcp-servers). Others: `@cloudinary/environment-config-mcp`,…

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  • CockroachDB

    Needs testing

    **Official** CockroachDB MCP — natural-language interface over a CRDB cluster; supports connection-string or per-field SSL configuration. Distributed as a Go binary.

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  • Coda

    Needs testing

    Coda docs — list documents, pages, tables, rows; read + write page markdown; upsert / update / delete rows; push button columns. Source: [orellazri/coda-mcp](https://github.com/orellazri/coda-mcp). Fuller 54-tool alt (formulas, permissions, analytics):…

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  • Codeberg

    Needs testing

    Codeberg (Forgejo/Gitea-family) — repos, issues, PRs, releases, milestones, labels. 49 tools; multi-account support. Source: [effecet/codeberg-mcp](https://github.com/effecet/codeberg-mcp). Broader Forgejo/Gitea alt (works against any self-hosted Forgejo including Codeberg):…

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  • Coinbase

    Needs testing

    Coinbase's **official** AgentKit MCP — onchain actions (Base network + Coinbase APIs), wallet management, USDC transfers. Source: [coinbase/agentkit](https://github.com/coinbase/agentkit) (MCP package: `@coinbase/agentkit-model-context-protocol`). Advanced Trade API alt:…

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  • ComfyUI

    Needs testing

    Drive a local ComfyUI instance for text-to-image, img-to-img, video, audio, 3D. Official Comfy-Org MCP (39 tools, validated end-to-end against a live local ComfyUI). Source: [Comfy-Org/comfy-mcp](https://github.com/Comfy-Org/comfy-mcp). Feature-rich alt:…

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  • Confluence

    Needs testing

    Confluence spaces, pages, blog posts — read + create + update. Bundled with **Jira** under Atlassian's [Remote MCP](https://community.atlassian.com/) since 2026.

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  • Consul

    Needs testing

    HashiCorp Consul — service discovery, health checks, KV, service mesh. Community MCPs; HashiCorp's own MCP suite so far ships Terraform (see [`devops`](./devops.ipynb) entry) — Vault/Consul are community.

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  • Crisp

    Needs testing

    Manage Crisp live-chat customer conversations — sessions, messages, states, routing. Community MCP built on Crisp's Marketplace plugin auth. Source: [zernio-dev/crisp-mcp](https://github.com/zernio-dev/crisp-mcp). Search / transcripts alt:…

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  • Cronometer

    Needs testing

    Query Cronometer diary entries, macro/micro summaries, biometrics and fasting logs. Talks to `mobile.cronometer.com` — the same private REST API the Android/Flutter app uses. Source: [rwestergren/cronometer-api-mcp](https://github.com/rwestergren/cronometer-api-mcp). Read-only lightweight alt:…

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  • Customer.io

    Needs testing

    Look up profiles, segments, campaigns, journeys, and messaging metrics from Customer.io without describing them to the model. Official hosted MCP — see [customer.io/learn/integrations/mcp-server](https://customer.io/learn/integrations/mcp-server) for the current install panel (one-click for Claude…

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  • Datadog

    Needs testing

    Datadog MCP — metrics, logs, monitors, dashboards, incidents. Datadog ships an official server; check [docs.datadoghq.com/api/latest/mcp](https://docs.datadoghq.com/) for the current install path.

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  • Deepgram

    Needs testing

    Official Deepgram MCP — cloud speech-to-text (Nova-3), text-to-speech (Aura-2), audio intelligence, live streaming transcription. Tools are fetched from Deepgram's API at runtime, so new capabilities appear without a package upgrade.

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  • Discord

    Needs testing

    Discord bot integration — read channel history, send messages, manage servers.

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  • Discord DMs

    Needs testing

    Read and send Discord messages through a bot account — DMs plus any channel the bot has access to. The bot needs to be invited to your server(s); DM-only usage still requires a bot token. Source: [v-3/discordmcp](https://github.com/v-3/discordmcp). Broader alternative (71 tools, moderation +…

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  • Docker

    Needs testing

    Inspect and control a local Docker / Podman engine — list containers, tail logs, exec commands, build images.

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  • DoorDash

    Needs testing

    DoorDash — search restaurants, browse menus, manage cart, place orders. Community MCP; uses browser automation on top of the consumer app. Source: [SpunkySarb/doordash-mcp](https://github.com/SpunkySarb/doordash-mcp). Drive-API-only alt (merchant delivery ops):…

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  • Dropbox

    Needs testing

    Manage files and folders in Dropbox. Dropbox shipped its official MCP in 2026 — check [dropbox.com/mcp](https://dropbox.com/mcp) or their [developer docs](https://developers.dropbox.com/) for the current recommended install.

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  • DuckDB

    Needs testing

    **Official** MotherDuck / DuckDB MCP — query a local DuckDB file, an in-memory DB, or MotherDuck cloud databases; browse tables + schemas; run read/write SQL.

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  • DuckDuckGo

    Needs testing

    DuckDuckGo search — zero-tracking, no API key required. Simpler than Google but still gets the job done for casual research. Community MCPs — browse [mcp.so/categories/search](https://mcp.so/categories/search).

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  • DynamoDB

    Needs testing

    **Official** AWS DynamoDB MCP — DynamoDB Data Modeling Expert prompt, schema validation against DynamoDB Local, source-DB analysis for migrations, CDK code generation, capacity + cost estimation. From AWS Labs. Source:…

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  • Elasticsearch

    Needs testing

    Query Elasticsearch clusters via natural language — index inspection, search, aggregations. Official from Elastic.

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  • Elasticsearch

    Needs testing

    Query indices, analyse mappings, retrieve documents, and run aggregations. Official — **but deprecated**: only critical security fixes going forward. Superseded by the Elastic Agent Builder MCP bundled in Elasticsearch 9.2.0+ / Serverless. Source:…

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  • Element (Matrix)

    Needs testing

    Interact with a Matrix homeserver (Element and other Matrix clients) — read + send messages, manage rooms, list joined spaces. 15 tools organized in tiers; OAuth 2.0 token exchange for multi-homeserver setups.

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  • ElevenLabs

    Needs testing

    Official ElevenLabs MCP — text-to-speech, voice cloning, speech-to-speech, transcription, outbound conversational-AI phone calls. Free tier is 10k credits/month.

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  • ElevenLabs

    Needs testing

    Text-to-speech, voice cloning, transcription, sound design via ElevenLabs' API. Official. Source: [elevenlabs/elevenlabs-mcp](https://github.com/elevenlabs/elevenlabs-mcp). Free tier: 10k credits/month.

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  • Emby

    Needs testing

    Turn an Emby media server into an AI-controlled hub — libraries, playback, playlists, per-client control.

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  • Etsy

    Needs testing

    Etsy API v3 — search listings, shop info, product details, listing management (upload / edit). Community MCPs — Etsy has no first-party MCP yet. Source: [DynamicEndpoints/etsy-mcp](https://github.com/DynamicEndpoints/etsy-mcp). Full-surface alt (50+ tool modules):…

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  • Evernote

    Needs testing

    Read, search, create, and manage Evernote notes + notebooks. Consolidated 15-tool surface with polling for change notifications. Source: [verygoodplugins/mcp-evernote](https://github.com/verygoodplugins/mcp-evernote). Evernote is also building an **official** OAuth-based remote MCP — see…

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  • Exa

    Needs testing

    Exa's **official** MCP — semantic / neural search built for LLMs (rather than keyword search). Returns cleaner sources than Google for research questions.

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  • Excalidraw

    Needs testing

    Create, edit, and export Excalidraw hand-drawn diagrams from an LLM. Official MCP with a viewport-controlled canvas (`.mcpb` extension on Releases). Source: [excalidraw/excalidraw-mcp](https://github.com/excalidraw/excalidraw-mcp). Diagram-generation alt:…

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  • FFmpeg

    Needs testing

    Trim, transcode, resize, concat, overlay, and inspect video / audio files through FFmpeg. Community MCP; runs against a local FFmpeg binary. Source: [misbahsy/video-audio-mcp](https://github.com/misbahsy/video-audio-mcp). Broad-features alt:…

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  • FHIR (MyChart / Epic / Cerner)

    Needs testing

    Query electronic health records over the FHIR R4 standard — labs, medications, allergies, conditions, encounters. Works against any FHIR-compliant EHR: Epic (MyChart), Cerner, Medplum, the public HAPI FHIR sandbox. SMART-on-FHIR OAuth flow for patient-scoped access. Source:…

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  • FLUX (Black Forest Labs)

    Needs testing

    Official remote-hosted MCP for the FLUX toolkit — text-to-image, image editing, multi-reference composition, virtual try-on, FLUX video, variations, generation history. OAuth in the browser; no local API key management. Author: **Black Forest Labs (official)**. Docs:…

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  • Facebook

    Needs testing

    Facebook Page automation — posting, comment moderation. Source: [tiroshanm/facebook-mcp-server](https://github.com/tiroshanm/facebook-mcp-server). Broader Meta coverage (Facebook + Instagram + Threads + Ads): [oliverames/meta-mcp-server](https://github.com/oliverames/meta-mcp-server).

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  • Feedly

    Needs testing

    Read your Feedly account — streams, entries, saved articles, mark-as-read. Source: [c0ffee0wl/feedly-mcp-server](https://github.com/c0ffee0wl/feedly-mcp-server). Minimal Node alt: [hafnium49/mcp_server_feedly](https://github.com/hafnium49/mcp_server_feedly).

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  • Fetch

    Needs testing

    Fetch arbitrary web URLs and convert HTML to markdown. Useful for grounding on live docs.

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  • Figma

    Needs testing

    Read frames, components, variables, and styles from a Figma file so an LLM can generate design-informed code. Official — [Figma Dev Mode MCP docs](https://developers.figma.com/docs/figma-mcp-server/). Hosted remote at `https://mcp.figma.com/mcp` (OAuth). Also serves FigJam.

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  • Filesystem

    Needs testing

    Read files under the folders you expose. List directories, read file contents, search within files.

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  • Firebase

    Needs testing

    Firebase — Firestore documents / queries, Realtime Database, Storage buckets, Auth admin (list users, disable, delete). Well-maintained community MCP. Source: [gannonh/firebase-mcp](https://github.com/gannonh/firebase-mcp) (npm: `@gannonh/firebase-mcp`).

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  • Firecrawl

    Needs testing

    Firecrawl's **official** MCP — crawl + scrape any website, extract structured data. Best-in-class for AI-oriented web scraping. Source: [firecrawl.dev/blog/best-web-search-mcp](https://www.firecrawl.dev/blog/best-web-search-mcp) or `mendableai/firecrawl-mcp-server`.

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  • Fitbit

    Needs testing

    Query daily activity, heart rate, sleep, and body data from your Fitbit account. Handles OAuth locally — tokens never leave your machine. Source: [davidmosiah/fitbit-mcp](https://github.com/davidmosiah/fitbit-mcp). Google Health API migration variant:…

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  • Fivetran

    Needs testing

    Ask about connector sync status, trigger syncs, and control connections on Fivetran. **Official** from Fivetran — writes are opt-in via `FIVETRAN_ALLOW_WRITES=true`.

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  • Fly.io

    Needs testing

    **Official** Fly.io CLI-backed MCP — apps, machines, logs, secrets, deploys. Ships as a Go binary from the Fly team. Source: [superfly/flymcp](https://github.com/superfly/flymcp). Sibling MCP for **internal Fly DNS** queries: [fly-apps/mcp-internal-dns](https://github.com/fly-apps/mcp-internal-dns).

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  • FreshBooks

    Needs testing

    FreshBooks — invoices, clients, expenses, projects, services, time entries, payments. Great for freelancer / small-business bookkeeping automation. Community MCP with stdio + HTTP/SSE transports. Source: [bitovi/freshbooks-mcp-server](https://github.com/bitovi/freshbooks-mcp-server). Full-surface…

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  • Freshdesk

    Needs testing

    Freshdesk support tickets, contacts, companies, agents, conversations, ticket fields. Freshworks also runs an **official** MCP gateway (Freshworks MCP, Enterprise-EAP only) — see [Freshworks Developer Docs](https://developers.freshworks.com/docs/agentic-dev-tools/mcp-server/). For general…

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  • Freshservice

    Needs testing

    Freshservice ITSM — tickets, assets, changes, problems, service catalog, knowledge base, time entries. 53 tools across 9 categories, npm-installable. Freshworks also has an **official** EAP-only MCP gateway; this community MCP is the GA-tier option. Source:…

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  • GCP

    Needs testing

    Google Cloud Platform MCPs — community-maintained; **no consolidated first-party GCP-infra MCP** as of mid-2026 (Google's Workspace MCP is separate and archived; use [taylorwilsdon/google_workspace_mcp](https://github.com/taylorwilsdon/google_workspace_mcp) for Workspace). For BigQuery specifically…

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  • GTFS Transit (MTA, Caltrain, …)

    Needs testing

    Query any GTFS-compatible transit system — static schedules + GTFS-Realtime vehicle positions. Ships with a ready-made NYC-MTA config; drop in any agency's GTFS URL to add coverage. Source: [jdamcd/gtfs-mcp](https://github.com/jdamcd/gtfs-mcp). Caltrain-focused alt:…

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  • Garmin Connect

    Needs testing

    Read Garmin activities, health metrics, sleep, and training analysis. Uses the private `garmin-connect` client under the hood — no Garmin developer app required, just your account credentials. Source: [epodivilov/garmin-connect-mcp](https://github.com/epodivilov/garmin-connect-mcp). Python +…

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  • Git

    Needs testing

    Inspect a local git repository — log, diff, blame, show — without giving the model shell access.

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  • GitHub

    Needs testing

    GitHub's official MCP server — repositories, issues, pull requests, code search, Actions — scoped to a personal access token you provide. Replaces the archived @modelcontextprotocol/server-github.

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  • GitHub Actions

    Needs testing

    Manage GitHub Actions workflows — list runs, read job logs, trigger workflow dispatch, re-run failed jobs. Community MCP; note the maintainer flagged an upcoming merge into the official GitHub MCP server (see [github/github-mcp-server#491](https://github.com/github/github-mcp-server/pull/491)).…

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  • GitLab

    Needs testing

    GitLab projects, merge requests, pipelines, CI/CD, approvals, issues, code review. 76-tool MCP. Source: [vish288/mcp-gitlab](https://github.com/vish288/mcp-gitlab). GitLab also ships an [official MCP catalog](https://docs.gitlab.com/user/gitlab_duo/model_context_protocol/) as of 2026.

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  • Gitea

    Needs testing

    Self-hosted Gitea instances — repos, issues, pull requests. For teams running their own Git server. Community MCPs on [awesome-mcp-servers](https://mcpservers.org/topics/gitea-mcp).

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  • Gmail

    Needs testing

    Read, search, send Gmail messages; manage labels; browse threads. Community MCP with broad Gmail API coverage. Source: [shinzo-labs/gmail-mcp](https://github.com/shinzo-labs/gmail-mcp). Outbound-only alt: [resend/mcp-send-email](https://github.com/resend/mcp-send-email) (Resend official).

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  • Google Analytics (GA4)

    Needs testing

    Query GA4 reports (dimensions, metrics, date ranges) + realtime, custom definitions, and account/property admin. **Official** from Google via the Analytics Data + Admin APIs. Source: [googleanalytics/google-analytics-mcp](https://github.com/googleanalytics/google-analytics-mcp). PyPI:…

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  • Google Calendar

    Needs testing

    Create + read events, find availability, manage calendars. Community MCP with real npm publish.

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  • Google Chat

    Needs testing

    Send + list + update + delete messages in Google Chat spaces, list members, manage spaces. Streamable-HTTP transport with a comprehensive tool surface.

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  • Google Drive

    Needs testing

    Read + list files across Google Drive; edit Google Sheets. Official Anthropic MCP.

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  • Google Maps

    Needs testing

    Geocode, reverse-geocode, search places, plot directions, and pull the 18 Google Maps Platform tools from one MCP.

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  • Google Photos

    Needs testing

    Read, write, and pick photos from your Google Photos library — implements the Google Photos Picker API for full library access. Source: [savethepolarbears/google-photos-mcp](https://github.com/savethepolarbears/google-photos-mcp). Requires a local build step (Node + `npm run build`).

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  • Google Tasks

    Needs testing

    Google Tasks — list, read, search, create, update, delete task lists and tasks; toggle completion. OAuth-based, tokens cached locally. Source: [zcaceres/gtasks-mcp](https://github.com/zcaceres/gtasks-mcp). Simpler token-per-request alt:…

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  • Google Workspace

    Needs testing

    Aggregate Google Workspace MCP — Gmail, Drive, Docs, Sheets, Calendar, Meet in one server. Google's own `googleworkspace` repos were archived in late 2025, so this community fork is the canonical entry.

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  • Grafana

    Needs testing

    Grafana's official MCP — dashboards, alerts, datasources, plus Loki + Prometheus + Pyroscope queries.

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  • Groq

    Needs testing

    Official Groq MCP — the lightning-fast LPU-hosted inference for Llama-3, Mixtral, DeepSeek, plus Whisper transcription and vision models. Handy for offloading batch classification or cheap sub-agent calls that don't need frontier quality. Author: **Groq (official)**. Source:…

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  • Hacker News

    Needs testing

    Search + fetch stories, comments, users from Hacker News. Great for surfacing recent tech discussion. Source: [erithwik/mcp-hn](https://github.com/erithwik/mcp-hn) (also aliased as `mcp-hn`).

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  • Helm

    Needs testing

    Kubernetes Helm chart operations — install, upgrade, rollback, template render, values. Bundled inside the [Kubernetes MCP](#Kubernetes) above if `helm` is on `PATH`; standalone MCPs exist for Helm-focused workflows (browse [awesome-devops-ai](https://github.com/hammadhaqqani/awesome-devops-ai)).

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  • Home Assistant

    Needs testing

    The everything-hub of open-source smart home — hundreds of device integrations (Zigbee, Z-Wave, Matter, Wi-Fi vendors) exposed through one MCP. Prefer this over per-device MCPs when your setup already runs HA. Source: [homeassistant-ai/ha-mcp](https://github.com/homeassistant-ai/ha-mcp).…

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  • HubSpot

    Needs testing

    Read + write CRM records — contacts, companies, deals, engagements — via HubSpot's Object API. HubSpot publishes an official remote MCP (see [developers.hubspot.com/ai-tools/mcp](https://developers.hubspot.com/ai-tools/mcp)); community local server:…

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  • HubSpot

    Needs testing

    Manage HubSpot CRM — contacts, companies, deals, tickets, engagements. HubSpot's official repo [`hubspot/mcp-server`](https://github.com/HubSpot/mcp-server) is currently a placeholder; the mature options today are community. Source:…

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  • Hugging Face

    Needs testing

    Official Hugging Face Hub MCP — search models / datasets / Spaces, run Inference API calls, browse paper metadata, and dynamically add any community Gradio Space as an extra tool.

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  • IKEA DIRIGERA

    Needs testing

    Control TRÅDFRI accessories paired to an IKEA DIRIGERA hub over the local REST API (HTTPS on port 8443, bearer-token auth). Uses the `dirigera` Python client.

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  • IMDb

    Needs testing

    Search IMDb — movies, TV, actors, directors, ratings. Backed by RapidAPI's IMDb wrapper (paid tiers + free quota). Source: [uzaysozen/imdb-mcp-server](https://github.com/uzaysozen/imdb-mcp-server). OMDb-backed alt (simpler, free key):…

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  • Immich

    Needs testing

    Self-hosted photo library — search assets (including CLIP-powered semantic search), manage albums, faces, tags, shared links, activities. Source: [barryw/ImmichMCP](https://github.com/barryw/ImmichMCP) (.NET, ships a container image). Curation-focused alt:…

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  • Instacart

    Needs testing

    Instacart grocery + household ordering — search products, manage shopping lists, apply discounts, complete orders. Uses Playwright browser automation (Instacart has no public consumer API). Source: [markswendsen-code/mcp-instacart](https://github.com/markswendsen-code/mcp-instacart) (published as…

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  • Instagram

    Needs testing

    Instagram DM automation, engagement analytics, media downloads. Source (Python + `instagrapi`): [taskmaster-ai/insta-mcp](https://github.com/taskmaster-ai/insta-mcp). Media download only: [handoing/ig-download-mcp-server](https://github.com/handoing/ig-download-mcp-server).

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  • Instapaper

    Needs testing

    Read, save, organize, and analyze Instapaper articles. Requires a local build step. Source: [hendronf/Instapaper-MCP](https://github.com/hendronf/Instapaper-MCP). .NET-based alt: [00Green27/instapaper-mcp](https://github.com/00Green27/instapaper-mcp).

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  • Intercom

    Needs testing

    Search + retrieve Intercom conversations and contacts with a query DSL. **Official hosted remote** — no static token; OAuth sign-in on first connect. US workspaces only today. Source: [intercom/intercom-mcp-server](https://github.com/intercom/intercom-mcp-server) · endpoint:…

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  • Intercom

    Needs testing

    Query and analyze Intercom conversations, contacts, tickets, and Fin agent activity. Intercom hosts an official remote MCP — see [developers.intercom.com/docs/guides/mcp](https://developers.intercom.com/docs/guides/mcp) (US workspaces only today). Community local:…

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  • Iterable

    Needs testing

    Query Iterable users, campaigns, journeys, events, templates. Official MCP — read-only, no PII by default; writes/sends are opt-in flags. Source: [Iterable/mcp-server](https://github.com/Iterable/mcp-server) · npm: [`@iterable/mcp`](https://www.npmjs.com/package/@iterable/mcp).

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  • Jellyfin

    Needs testing

    Manage Jellyfin media libraries + playback via MCP. Production-grade with OIDC token delegation + Eunomia policies. Source: [Knuckles-Team/jellyfin-mcp](https://github.com/Knuckles-Team/jellyfin-mcp). Lighter TypeScript alt: [solomonneas/jellyfin-mcp](https://github.com/solomonneas/jellyfin-mcp).…

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  • Jira

    Needs testing

    Query + create Jira issues, browse projects, run JQL. Atlassian shipped [Atlassian Remote MCP](https://community.atlassian.com/) in 2026 covering Jira + Confluence. Community alternatives listed on [awesome-mcp-servers](https://mcpservers.org/topics/jira-mcp).

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  • KakaoTalk

    Needs testing

    Send KakaoTalk messages via the Kakao Developers API to Kakao Official Accounts. Community MCP — **not** officially maintained by Kakao. Source: [inspirit941/kakao-bot-mcp-server](https://github.com/inspirit941/kakao-bot-mcp-server). Map / Daum-search variant:…

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  • Keepa (price tracker)

    Needs testing

    Amazon marketplace price history, sales rank trends, offer counts via Keepa's data feed — the LLM-friendly replacement for camelcamelcamel bookmarking. Community MCP. Source: [cosjef/keepa_MCP](https://github.com/cosjef/keepa_MCP). Multi-retailer UPC/EAN alt (Walmart / Amazon / eBay / Target / Best…

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  • Kindle

    Needs testing

    Send documents to your Kindle library — converts text / markdown into beautifully formatted EPUB and emails it via Amazon's Send-to-Kindle flow. Source: [wahiggins3/send-to-kindle-mcp](https://github.com/wahiggins3/send-to-kindle-mcp). Highlights-only alt (Kindle highlights → Notion memory):…

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  • Kit (formerly ConvertKit)

    Needs testing

    Manage email lists, subscribers, broadcasts, sequences, analytics, commerce. Official hosted-only remote MCP at [app.kit.com/mcp](https://app.kit.com/mcp) — supersedes the deprecated community [aplaceforallmystuff/mcp-kit](https://github.com/aplaceforallmystuff/mcp-kit) (README redirects to the…

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  • Klaviyo

    Needs testing

    Manage profiles, lists, segments, campaigns, flows, and events. Klaviyo also hosts an official remote MCP at [mcp.klaviyo.com](https://mcp.klaviyo.com) with OAuth (recommended — keys never leave Klaviyo). Community local server:…

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  • Kubernetes

    Needs testing

    Manage a Kubernetes cluster via kubectl and helm — list pods, describe resources, roll deployments, tail logs.

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  • Kustomer

    Needs testing

    Kustomer CRM-first support platform — conversations, customers, workflows. **Official hosted** MCP; OAuth sign-in via the Kustomer Admin console. Docs: [Kustomer MCP Server help](https://help.kustomer.com/en_us/kustomer-mcp-server-r1CR1NpTgx).

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  • LIFX

    Needs testing

    Control LIFX Wi-Fi smart lights via the LIFX HTTP API — list lights, set state (colour, brightness, on/off), activate scenes, trigger effects. Source: [furey/lifx-api-mcp-server](https://github.com/furey/lifx-api-mcp-server). Alts: [lenvolk/mcp-lifx](https://github.com/lenvolk/mcp-lifx),…

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  • LINE

    Needs testing

    Push text + flex messages from an AI agent to LINE users through a LINE Official Account. Official MCP from the LINE team, npm-distributed.

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  • LM Studio (local)

    Needs testing

    Manage and query models served by LM Studio's local OpenAI-compatible server — list, load with TTL, unload, chat, and switch models on the fly. Complements Ollama when you prefer LM Studio's GUI for model curation. Source: [seajhawk/lmstudio-mcp](https://github.com/seajhawk/lmstudio-mcp). Alts:…

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  • LanceDB

    Needs testing

    Embedded vector DB in Rust with an npm wrapper — agentic RAG + hybrid search over a pre-seeded local index. Community. Source: [adiom-data/lance-mcp](https://github.com/adiom-data/lance-mcp). Reference LanceDB alt: [lancedb/lancedb-mcp-server](https://github.com/lancedb/lancedb-mcp-server)…

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  • Last.fm

    Needs testing

    Query your Last.fm listening history, discover music, look up track / artist / album metadata. Deployed on Cloudflare Workers as a hosted MCP — pair via `mcp-remote`. Source: [rianvdm/lastfm-mcp](https://github.com/rianvdm/lastfm-mcp). Swift-native scrobbling alt:…

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  • LaunchDarkly

    Needs testing

    Manage feature flags, AI configs, targeting rules, gradual rollouts across environments. **Official** LaunchDarkly MCP. Hosted variant is recommended and receives the most updates; the self-hosted npm build below covers air-gapped or federal deployments. Source:…

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  • Letterboxd

    Needs testing

    Interact with Letterboxd — rate films, write reviews, manage watchlist + lists. Source: [alexstajos/Letterboxd-MCP](https://github.com/alexstajos/Letterboxd-MCP). Read-only public-scrape alt: [ntcode12/letterboxd-mcp](https://github.com/ntcode12/letterboxd-mcp). Member/list API alt:…

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  • Linear

    Needs testing

    Linear issues, cycles, projects, teams — read + create + update. Linear ships an official MCP at [linear.app/docs/mcp](https://linear.app/docs/mcp).

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  • LinkedIn

    Needs testing

    LinkedIn Community Management API — read/create posts, manage feeds. Source: [fredericbarthelet/linkedin-mcp-server](https://github.com/fredericbarthelet/linkedin-mcp-server). Alt with more profile-scraping features:…

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  • Logseq

    Needs testing

    Logseq — Obsidian-alternative networked notes tool (outliner-first). Local graph, community MCPs — browse [awesome-mcp-servers](https://mcpservers.org/topics/logseq-mcp).

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  • Loom

    Needs testing

    List / search / read metadata for Loom videos; fetch transcripts, chapters, AI summaries, key takeaways; save fetched content to disk. Community MCP that authenticates with a Loom **session cookie** (no public API key). Source: [karbassi/mcp-loom](https://github.com/karbassi/mcp-loom).…

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  • Loops

    Needs testing

    Contacts, transactional emails, campaigns, workflow triggers on Loops. Official hosted-only remote MCP at [mcp.loops.so](https://mcp.loops.so). No local package — bridge via `mcp-remote` for stdio clients.

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  • Mailchimp

    Needs testing

    112+ tools across campaigns, audiences, reports, segments, automations, e-commerce, with read-only and dry-run safety modes. Community MCP (no official Intuit / Mailchimp server).

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  • Mailgun

    Needs testing

    Send email, diagnose deliverability, manage domains / webhooks / routes / mailing lists / templates / stats. Official Mailgun MCP. Source: [mailgun/mailgun-mcp-server](https://github.com/mailgun/mailgun-mcp-server). Apache-2.0; stdio-only (no hosted variant).

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  • Mattermost

    Needs testing

    Interact with Mattermost workspaces — channels, posts, users, DMs. Source: [pvev/mattermost-mcp](https://github.com/pvev/mattermost-mcp). Admin-focused variant: [jespino/mmctl-mcp](https://github.com/jespino/mmctl-mcp).

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  • Meilisearch

    Needs testing

    Manage indexes, search, documents, settings, API keys, tasks against Meilisearch. Official. Source: [meilisearch/meilisearch-mcp](https://github.com/meilisearch/meilisearch-mcp) · PyPI: `meilisearch-mcp`. Docker image: `getmeili/meilisearch-mcp`.

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  • Memory

    Needs testing

    Persistent knowledge-graph memory the model can read from and write to across sessions.

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  • Metabase

    Needs testing

    Full Metabase surface — databases, tables, cards/questions, dashboards, collections, SQL execution. 81 tools with `--all`, essentials-only by default for a leaner context window. Source: [CognitionAI/metabase-mcp-server](https://github.com/CognitionAI/metabase-mcp-server) (npm:…

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  • Microsoft 365 (hub)

    Needs testing

    Comprehensive Microsoft 365 hub — Outlook mail, Calendar, Excel, Word, OneDrive/Files, Teams — via a single Graph API MCP.

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  • Microsoft Teams (standalone)

    Needs testing

    Standalone Microsoft Teams messaging MCP — read messages, create messages, reply, mention members. Reach for **Microsoft 365 (hub)** above if you also need Outlook mail / calendar / SharePoint.

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  • Milvus

    Needs testing

    Collection management, vector search, data ingestion against a running Milvus instance. Official Zilliz-maintained MCP.

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  • MinIO

    Needs testing

    MinIO / S3-compatible object storage — bucket + object CRUD, presigned URLs, policies, lifecycle rules, storage analytics (16 tools). npm-distributed. Source: [bhayanak/minio-mcp-server](https://github.com/bhayanak/minio-mcp-server). Standalone self-hosted alt:…

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  • Miro

    Needs testing

    Read + modify Miro boards — stickies, shapes, connectors, frames. Miro also ships an official remote MCP (see [Miro launches MCP](https://miro.com/newsroom/miro-launches-mcp-server-to-connect-visual-collaboration-with-ai-coding/)); community local:…

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  • Mixpanel

    Needs testing

    Query Mixpanel events, funnels, retention, cohorts and user profiles, and run JQL — through a service account. Community MCP by mrfentmen.

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  • Monarch Money

    Needs testing

    Monarch Money — accounts, transactions, budgets, cashflow, net worth, goals. Community MCP; Monarch has no public API so these bridge the internal GraphQL endpoint. Source: [colvint/monarch-money-mcp](https://github.com/colvint/monarch-money-mcp). Modern-shape alt with SQLite caching + transaction…

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  • Monday.com

    Needs testing

    **Official** monday.com API MCP — read + mutate boards, items, columns, updates. Maintained by the monday.com AI team. Source: [mondaycom/mcp](https://github.com/mondaycom/mcp) (npm: `@mondaydotcomorg/monday-api-mcp`).

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  • MongoDB

    Needs testing

    Query MongoDB collections; aggregation pipelines, schema discovery. Official from MongoDB Labs for Atlas.

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  • MongoDB Atlas

    Needs testing

    Connect to a MongoDB cluster (self-hosted or Atlas), run CRUD + aggregations, and query Atlas Vector Search indexes. Official MongoDB MCP. Source: [mongodb-js/mongodb-mcp-server](https://github.com/mongodb-js/mongodb-mcp-server). Atlas Control-plane alt:…

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  • MyFitnessPal

    Needs testing

    Read + log meals, macros, exercises and daily nutrition summaries on MyFitnessPal. MyFitnessPal has no public API — this uses your browser session cookie to hit the internal endpoints. Source: [ansonyuu/myfitnesspal-mcp](https://github.com/ansonyuu/myfitnesspal-mcp). HTTP-streamable variant:…

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  • MySQL

    Needs testing

    Query MySQL / MariaDB databases; schema inspection, read (and optionally write) SQL. Source: [allizwellai/mysql-mcp-server](https://github.com/allizwellai/mysql-mcp-server) (read-only) or [cnosuke/mcp-mysql](https://github.com/cnosuke/mcp-mysql) (Go).

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  • NOAA NCEI (climate archive)

    Needs testing

    NOAA National Centers for Environmental Information — historical climate records, station data, monthly + annual summaries. Read-only, public API.

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  • NPM Registry

    Needs testing

    Search npm; get package details, versions, download stats, dependency trees, vulnerabilities. Source: [Artmann/package-registry-mcp](https://github.com/Artmann/package-registry-mcp) (also covers PyPI, Cargo, NuGet) or [einfacheente/npm-registry-mcp](https://github.com/einfacheente/npm-registry-mcp)…

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  • Neo4j

    Needs testing

    Neo4j Labs MCP hub — `mcp-neo4j-cypher` (natural-language → Cypher), `mcp-neo4j-memory` (long-term agent memory in a graph), `mcp-neo4j-cloud-aura-api` (manage Aura instances). Source: [neo4j-contrib/mcp-neo4j](https://github.com/neo4j-contrib/mcp-neo4j). Neo4j's product-team supported MCP:…

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  • Nest Protect

    Needs testing

    Monitor and control Google Nest Protect smoke + CO detectors via the Smart Device Management API. Google's SDM API requires developer registration + a per-user OAuth flow.

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  • Netlify

    Needs testing

    **Official** Netlify MCP — build, deploy, and manage sites; env vars; domains; forms; log streaming. Source: [netlify/netlify-mcp](https://github.com/netlify/netlify-mcp) (npm: `@netlify/mcp`).

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  • New York Times

    Needs testing

    Access NYT APIs — Article Search, News Wire, Most Popular, Archive, and Bestseller Lists — through a FastMCP server. Source: [jeffmm/nytimes-mcp](https://github.com/jeffmm/nytimes-mcp). Unified single-endpoint alt: [aovabo/nyt-mcp-server](https://github.com/aovabo/nyt-mcp-server).

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  • News API (newsapi.org)

    Needs testing

    Search articles, top headlines, and news sources across ~150k outlets via https://newsapi.org.

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  • NewsAPI.ai (EventRegistry)

    Needs testing

    Real-time news intelligence — article search, event tracking, cross-outlet analysis. Different provider than newsapi.org above (EventRegistry.org).

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  • Notion

    Needs testing

    Notion pages, databases, blocks — read + create + update. Notion's **official** MCP.

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  • Notion databases

    Needs testing

    Notion databases as a first-class data source — query pages, filter by properties, read/write rows, create data sources. Since Notion API 2025-09-03 (server v2.0.0) databases are accessed via `data_source_id`. Cross-listed under productivity — same server, database-lens usage. **Official** MCP.…

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  • Ntfy

    Needs testing

    Send, manage, and replay ntfy push notifications — ideal for LLM → phone/desktop alerts. STDIO or Streamable HTTP transport.

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  • Nutritionix

    Needs testing

    Search a 900k-food nutrition database + estimate calories from natural-language exercise descriptions ("ran 3 miles at 8 min/mile"). Public API — no personal account needed. Source: [MCP-Forge/nutritionix-mcp-server](https://github.com/MCP-Forge/nutritionix-mcp-server). v2 API-focused alt:…

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  • Obsidian

    Needs testing

    Search + read + edit files in a local Obsidian vault. Turns your PKM into contextual knowledge for the AI. Community MCPs — browse [awesome-mcp-servers](https://mcpservers.org/topics/obsidian-mcp) for the current best-of-breed.

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  • Ollama (local)

    Needs testing

    Manage + query your locally running Ollama models — list, pull, chat, unload, and get a "local-model advisor" that suggests the right on-device model for a given task. Zero cloud round-trip. Source: [paolodalprato/ollama-mcp-server](https://github.com/paolodalprato/ollama-mcp-server). Simpler…

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  • OneDrive

    Needs testing

    Browse, read, and manage files in Microsoft OneDrive via Graph API. Available standalone or bundled under **Microsoft 365 (hub)** in [`communication.ipynb`](./communication.ipynb).

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  • Open-Meteo

    Needs testing

    Free, key-less global weather via the Open-Meteo API — current conditions + multi-day forecast. Python MCP over the public endpoint.

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  • OpenAI (API)

    Needs testing

    Call GPT-4 / GPT-4o / o-series models from your MCP client — useful for comparing outputs across providers, running structured extractions with a different model family, or delegating cheap sub-tasks to `gpt-4o-mini`. Community MCP. Source:…

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  • OpenStreetMap

    Needs testing

    Precision geospatial MCP over free OSM services — Nominatim geocoding, OSRM routing, Overpass POI queries, EV-charging station lookups. Rate-limited against public endpoints.

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  • OpenWeatherMap

    Needs testing

    Current weather, forecasts, air quality, geocoding via OpenWeatherMap's paid + free tiers. Source: [robertn702/mcp-openweathermap](https://github.com/robertn702/mcp-openweathermap). Alts: [jezweb/weather-mcp-server](https://github.com/jezweb/weather-mcp-server),…

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  • Oura

    Needs testing

    Query Oura Ring readiness, sleep, HRV, activity and daily biosignals via Oura API v2. Source (published to PyPI): [tomekkorbak/oura-mcp-server](https://github.com/tomekkorbak/oura-mcp-server). Local-first alt with OAuth handling: [davidmosiah/oura-mcp](https://github.com/davidmosiah/oura-mcp).

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  • Outlook

    Needs testing

    Standalone Microsoft Outlook mail + calendar + contacts. Reach for **Microsoft 365 (hub)** above if you also need Excel / Word / Files.

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  • PayPal

    Needs testing

    PayPal's **official** MCP — payments, invoices, subscriptions, disputes across the PayPal APIs. Source: [paypal/paypal-mcp-server](https://github.com/paypal/paypal-mcp-server). Remote OAuth variant at [mcp.paypal.com](https://mcp.paypal.com).

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  • Peloton

    Needs testing

    Query Peloton workout history, class metadata, cycling metrics and weekly summaries. Uses the unofficial `pylotoncycle` API — may break if Peloton changes their internal shape. Source (Playwright-based, npm): [striderlabs/mcp-peloton](https://www.npmjs.com/package/@striderlabs/mcp-peloton). FastMCP…

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  • Penpot

    Needs testing

    Read, create, modify, and export components in Penpot (open-source Figma alternative). Official Penpot MCP. Source: [penpot/penpot-mcp](https://github.com/penpot/penpot-mcp). Cleaner uvx alt: [montevive/penpot-mcp](https://github.com/montevive/penpot-mcp) (Python, install-friendlier for stdio…

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  • Perplexity

    Needs testing

    Perplexity's AI search — natural-language queries return synthesised answers with sources. **Official** MCP. Source: [pulsemcp.com/servers/perplexity](https://www.pulsemcp.com/servers/perplexity) or Perplexity's own docs.

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  • Pexels

    Needs testing

    Search + fetch free Pexels stock photos and videos, plus curated collections. Community MCP (published to npm). Source: [developer-ishan/mcp-pexels](https://github.com/developer-ishan/mcp-pexels). Multi-provider alt (Pexels + Unsplash + Pixabay in one server):…

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  • Philips Hue

    Needs testing

    Control Hue lights + scenes + native lighting effects via the local bridge v2 API. Local network only — no cloud round-trip. Source: [kungfusheep/hue](https://github.com/kungfusheep/hue). Node-based alts: [rmrfslashbin/hue-mcp](https://github.com/rmrfslashbin/hue-mcp),…

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  • Photoshop

    Needs testing

    Drive Adobe Photoshop from natural language — layer ops, filters, exports — via the Photoshop Python API (COM). Community MCP; **Windows-only** because photoshop-python-api uses Windows COM automation. Source:…

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  • Pinecone

    Needs testing

    Manage indexes, upsert / query vectors, search docs for the Pinecone Developer suite. Official MCP. Source: [pinecone-io/pinecone-mcp](https://github.com/pinecone-io/pinecone-mcp) · npm: [`@pinecone-database/mcp`](https://www.npmjs.com/package/@pinecone-database/mcp). Companion Pinecone Assistant…

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  • Pipedrive

    Needs testing

    Full Pipedrive CRM CRUD — deals, persons, organizations, activities, notes, pipelines, products, leads, mail, users, filters, custom fields, webhooks. Custom-field resolution by human-readable name; safety guards + `dry_run` on destructive ops. Community MCP. Source:…

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  • Plaid

    Needs testing

    Bank + credit-card balances and transactions across US/CA banks via Plaid's Link + Transactions API. Community MCPs — the read-only shape is safest for personal use. Source: [iteaguy/plaid-mcp](https://github.com/iteaguy/plaid-mcp) (Python). Multi-provider alt (Plaid + Teller + Enable Banking +…

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  • Plausible

    Needs testing

    Privacy-friendly web analytics — query the Plausible Stats API v2 for traffic, conversions, sources, device breakdowns, period comparisons. Works with Plausible Cloud and self-hosted. Source: [getsentry/plausible-mcp](https://github.com/getsentry/plausible-mcp). Alt:…

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  • Playwright

    Needs testing

    Microsoft's **official** Playwright MCP — headless browser automation with JavaScript rendering, network interception, screenshot + PDF export. More powerful than Puppeteer for modern SPAs.

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  • Plex

    Needs testing

    Query your Plex library — browse movies / shows / music, manage playlists and collections, control clients, view session info. Supports stdio + SSE. Source: [vladimir-tutin/plex-mcp-server](https://github.com/vladimir-tutin/plex-mcp-server). Sonarr/Radarr/Trakt bundle alt:…

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  • Pocket

    Needs testing

    Retrieve your saved Pocket articles and mark them read / archived. Note: Mozilla announced Pocket is winding down — read-only for existing accounts.

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  • Podcast Index

    Needs testing

    Search millions of podcasts + episodes via the open Podcast Index API — titles, feeds, structured metadata, trending.

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  • PostEverywhere (hub)

    Needs testing

    Hosted multi-platform hub — schedule posts across **10+ networks** (Instagram, TikTok, YouTube, LinkedIn, Facebook, X, Threads, Pinterest, Bluesky, Discord, Telegram) via a remote MCP.

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  • PostHog

    Needs testing

    Query PostHog product analytics, feature flags, experiments, session replays, and error tracking. **Official** remote MCP served over Streamable HTTP with OAuth. Source: [PostHog/mcp](https://github.com/PostHog/mcp) · endpoints: `https://mcp.posthog.com/mcp` (US) · `https://mcp.eu.posthog.com/mcp`…

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  • Postgres

    Needs testing

    Query a Postgres database in read-only (restricted) mode — schema exploration, EXPLAIN plans, index advice. Postgres MCP Pro by crystaldba; replaces the archived @modelcontextprotocol/server-postgres.

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  • Postman

    Needs testing

    Postman collections + workspaces + APIs — official MCP for building + running API requests via natural language. See [postman.com/product/mcp](https://www.postman.com/product/mcp/).

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  • Postmark

    Needs testing

    24 tools spanning send (single + batch), templates, message search, delivery diagnostics, bounces, suppressions, stats, webhooks. Official Postmark MCP by ActiveCampaign. Source: [ActiveCampaign/postmark-mcp](https://github.com/ActiveCampaign/postmark-mcp). Warning: an unrelated `postmark-mcp` npm…

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  • PowerShell

    Needs testing

    Give your AI Windows shell access — PowerShell 7 or Windows PowerShell 5.1 — with a command blocklist, directory allowlist, and rotating audit log. Also exposes read + edit file tools; enable only if that broader surface is acceptable. Community MCP by wonderwhy-er (Desktop Commander). Upstream notes the allowlist is a policy layer, not a sandbox — it can be circumvented via symlinks or subshells; treat it accordingly.

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  • Prometheus

    Needs testing

    Query Prometheus metrics via PromQL — instant queries, range queries, series discovery, target status. Source: [pab1it0/prometheus-mcp-server](https://github.com/pab1it0/prometheus-mcp-server). Giantswarm alt: [giantswarm/mcp-prometheus](https://github.com/giantswarm/mcp-prometheus).

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  • PubMed

    Needs testing

    Search + retrieve biomedical papers on PubMed / ClinicalTrials.gov / MyVariant.info. Purpose-built for medical / life-sciences research.

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  • Puppeteer

    Needs testing

    Deprecated upstream (npm, 2026-07-03) — superseded by Playwright, which is the maintained official browser-automation MCP. Headless-browser automation — navigate pages, screenshot, extract content, click elements.

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  • Pushover

    Needs testing

    Send push notifications to iOS/Android via Pushover.net. Simple, reliable, one-time $5/platform.

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  • PyPI

    Needs testing

    Search PyPI; get Python package metadata, versions, download stats. Source: [JackKuo666/PyPI-MCP-Server](https://github.com/JackKuo666/PyPI-MCP-Server) (PyPI-only) or [Artmann/package-registry-mcp](https://github.com/Artmann/package-registry-mcp) (multi-registry hub).

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  • Qdrant

    Needs testing

    Semantic memory layer on Qdrant — `qdrant-store` + `qdrant-find` tools for storing and retrieving embeddings. Official MCP. Source: [qdrant/mcp-server-qdrant](https://github.com/qdrant/mcp-server-qdrant) · PyPI: [`mcp-server-qdrant`](https://pypi.org/project/mcp-server-qdrant/). Docs-focused fork:…

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  • QuickBooks Online

    Needs testing

    Intuit's **official** MCP — full CRUD across 29 QuickBooks Online entities plus 11 financial reports (Balance Sheet, P&L, Cash Flow). Source: [intuit/quickbooks-online-mcp-server](https://github.com/intuit/quickbooks-online-mcp-server). No npm publish today — build from source.

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  • RSS / Atom / JSON Feed (generic)

    Needs testing

    Read any RSS, Atom, or JSON feed URL — the generic feed reader. Ships as a single Go binary and a container image. Source: [richardwooding/feed-mcp](https://github.com/richardwooding/feed-mcp). Node/TypeScript alt with RSSHub support: [veithly/rss-mcp](https://github.com/veithly/rss-mcp).…

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  • Railway

    Needs testing

    Deploy + manage Railway projects, services, environments, and variables. Official MCP shipped inside the Railway CLI (`railway mcp`) — headless auth via a `RAILWAY_TOKEN` from your Railway account settings.

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  • Raindrop

    Needs testing

    Raindrop.io's **official** MCP — bookmarks, collections, tags, highlights. See [developer.raindrop.io/mcp/mcp](https://developer.raindrop.io/mcp/mcp).

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  • Rakuten

    Needs testing

    Rakuten Web Service API — Ichiba marketplace, Rakuten Books, Rakuten Travel, Recipe, Kobo, GORA (golf). 28 read-only tools across six product families; optional Affiliate ID monetises product links. Community MCP.

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  • Ramp

    Needs testing

    Ramp's **official** MCP — corporate cards, transactions, bills, reimbursements, spend limits, vendors, users. Uses an ephemeral SQLite ETL pipeline to keep result sizes under LLM context limits.

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  • Readwise

    Needs testing

    Readwise's **official** MCP — access saved articles, books, highlights, documents. Ideal for surfacing your own reading history into the AI's context. Source: [readwise.io/mcp docs](https://www.pulsemcp.com/servers/readwise). Alt (enhanced fork):…

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  • Readwise Reader

    Needs testing

    Search Readwise Reader documents + Readwise highlights, answer questions using your reading history, mutate Reader library entries. **Official — Readwise runs the MCP as a hosted service.** Pair via `mcp-remote`. Source: [readwiseio/readwise-mcp](https://github.com/readwiseio/readwise-mcp) (legacy…

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  • Reddit

    Needs testing

    Fetch frontpage / subreddit / post / comment content from Reddit. Read-only, no auth for public data.

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  • Redis

    Needs testing

    Read from Redis — keys, values, TTLs, cluster info. Read-only community MCP.

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  • Redis Stack

    Needs testing

    Natural-language interface over Redis — strings, hashes, JSON, lists, sets, sorted sets, **vector embeddings** (RediSearch). Official. Source: [redis/mcp-redis](https://github.com/redis/mcp-redis) · PyPI: `redis-mcp-server`. Cloud control-plane companion:…

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  • Reminders (macOS)

    Needs testing

    Native macOS Reminders + Calendar via EventKit — list, create, complete, delete reminders and events with real-time access to Apple's local databases. macOS-only. Source: [FradSer/mcp-server-apple-events](https://github.com/FradSer/mcp-server-apple-events). AppleScript-backed alt (Notes + Reminders…

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  • Replicate

    Needs testing

    Official Replicate MCP — run any of the thousands of hosted models on Replicate (image, video, audio, LLMs, embeddings, upscalers) through a single tool surface. Package is auto-updated when Replicate ships new HTTP-API operations. Author: **Replicate (official)**. Docs:…

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  • Resend

    Needs testing

    Send transactional and marketing email through the Resend API — LLM composes, server ships. Official Resend MCP. Source: [resend/mcp-send-email](https://github.com/resend/mcp-send-email). Broader hosted alternative at [mcp.resend.com](https://mcp.resend.com/mcp) (OAuth) covers contacts, broadcasts,…

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  • Revolut Business

    Needs testing

    Revolut Business API — accounts, balances, transactions, counterparties, payments, transfers, FX, team ops (21 tools across 8 scopes). **Business accounts only** — personal Revolut / crypto / merchant APIs are not covered. Community MCP.

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  • Ring

    Needs testing

    Control Ring doorbells + cameras + lights + alarm systems via the Ring cloud. Uses the community `ring-client-api` under the hood; needs 2FA on your Ring account. Not affiliated with Ring/Amazon.

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  • Roam Research

    Needs testing

    Roam Research graphs — headless via Roam's backend REST API (works with Roam not running). Full CLI + shared HTTP daemon, multi-graph, write-key gates, smart page diffing that preserves block UIDs. Source: [2b3pro/roam-research-mcp](https://github.com/2b3pro/roam-research-mcp). Roam's own…

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  • Robinhood

    Needs testing

    Robinhood + Schwab brokerage — quotes, portfolio, order execution (paper-trading mode recommended for LLM-driven trades). Community MCP. Source: [Open-Agent-Tools/open-stocks-mcp](https://github.com/Open-Agent-Tools/open-stocks-mcp). Read-only alt:…

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  • Rocket.Chat

    Needs testing

    Interact with Rocket.Chat workspaces — 28 tools for channels, messages, threads, DMs, reactions, search, users, files. Ships as a container that exposes MCP over HTTP on port 8000.

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  • Runway

    Needs testing

    Official Runway API MCP — generate video from text or image, run Aleph edits, upscale, and chain image → video pipelines. Recommended model set per docs: `gemini_image3_pro` (Nano Banana Pro) for images, `seedance2` (Seedance) for video, `aleph2` for editing.

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  • SQLite

    Needs testing

    Query a local SQLite database file in read-only mode.

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  • Salesforce DX

    Needs testing

    Query + mutate Salesforce orgs — SOQL, Apex, metadata, users, data operations. **Official** from Salesforce (`salesforcecli/mcp`). Requires the Salesforce CLI (`sf`) authenticated to at least one org. Source: [salesforcecli/mcp](https://github.com/salesforcecli/mcp) · npm:…

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  • Samsung SmartThings

    Needs testing

    Control SmartThings devices + rooms via the SmartThings Cloud API. Covers TVs, appliances, lights, and any third-party gear onboarded to the SmartThings app. Source: [veonua/smartthings-mcp](https://github.com/veonua/smartthings-mcp). TV-focused alt:…

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  • SendGrid

    Needs testing

    Send email, manage templates and contacts, pull stats via Twilio SendGrid v3 API. No official Twilio MCP; the most-cited community server is [Garoth/sendgrid-mcp](https://github.com/Garoth/sendgrid-mcp). Comprehensive alt: [deyikong/sendgrid-mcp](https://github.com/deyikong/sendgrid-mcp) (59 tools,…

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  • Sentry

    Needs testing

    Sentry error tracking — issues, events, releases, source maps. Official from Sentry. Source: [modelcontextprotocol/servers · sentry](https://github.com/modelcontextprotocol/servers/tree/main/src/sentry) or Sentry's own [MCP docs](https://docs.sentry.io/product/mcp/).

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  • Sequential Thinking

    Needs testing

    Structured step-by-step reasoning tool. Lets the model externalise a chain of thoughts.

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  • ServiceNow

    Needs testing

    ITSM automation over ServiceNow — Incidents, Changes, Problems, Users, Service Catalog, and 60+ pre-built tools with input validation. Community MCP on PyPI. Source: [ShunyaAI/snow-mcp](https://github.com/ShunyaAI/snow-mcp) · PyPI: [`snow-mcp`](https://pypi.org/project/snow-mcp/). CMDB /…

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  • Shell

    Needs testing

    Run shell commands your AI asks for, one at a time, with no shell interpretation — pipes, substitution and redirection are rejected. Secure mode by default: a read-only allowlist of utilities, no interpreters. Community MCP by sonirico (Go).

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  • Shopify

    Needs testing

    Shopify Storefront + Admin — products, collections, cart, orders, customers, inventory, analytics. No first-party Shopify MCP today; both entries below are community. Storefront-only (public read + cart):…

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  • Signal

    Needs testing

    Read Signal Desktop messages via signal-export logic — list chats, retrieve message history, download attachments across Windows / macOS / Linux. Reads the local Signal Desktop database (no network calls). Source:…

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  • Skyscanner

    Needs testing

    Flight + airport search over Skyscanner via `pywaze`-style scraping — experimental / educational. Locale and currency configurable. Source: [shadyvb/mcp-skyscanner](https://github.com/shadyvb/mcp-skyscanner). RapidAPI-wrapped alt: [hrishabhn/flight-mcp](https://github.com/hrishabhn/flight-mcp).

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  • Slack

    Needs testing

    Post to channels, read history, look up users — scoped to a bot token.

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  • Snowflake

    Needs testing

    Discover + query Snowflake Semantic Views, run Cortex Analyst / Search, manage objects, orchestrate SQL. **Official Snowflake Labs**. Snowflake also runs a managed hosted MCP; this local server is the self-hosted path. Source: [Snowflake-Labs/mcp](https://github.com/Snowflake-Labs/mcp) · PyPI:…

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  • Snowflake

    Needs testing

    Query Snowflake warehouses via natural language — schema inspection, SQL execution.

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  • Sonos

    Needs testing

    Control Sonos speakers on the local network via UPnP/SOAP — play / pause, volume, group management, queue. No cloud round-trip. Source: [WinstonFassett/sonos-mcp-server](https://github.com/WinstonFassett/sonos-mcp-server). TypeScript alt:…

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  • Sonos

    Needs testing

    Control Sonos devices on the local network — discover speakers, play / pause / queue / group, adjust volume, react to UPnP events. Source: [WinstonFassett/sonos-mcp-server](https://github.com/WinstonFassett/sonos-mcp-server). TypeScript alt with a natural-language CLI agent:…

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  • Sourcegraph

    Needs testing

    Cross-repo code search + navigation via Sourcegraph. Sourcegraph integrated MCP into their [Cody](https://sourcegraph.com/cody) AI coding assistant in 2026.

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  • Splitwise

    Needs testing

    Splitwise expenses, groups, friends — split shared bills, reconcile debts, add expenses from natural language. Community MCP. Source: [tarunn2799/splitwise-mcp](https://github.com/tarunn2799/splitwise-mcp) (OAuth + API-key auth, smart caching). Duplicate-prevention alt:…

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  • Spotify

    Needs testing

    Control Spotify playback, search catalogue, manage playlists via the Spotify Web API. Source: [marcelmarais/spotify-mcp-server](https://github.com/marcelmarais/spotify-mcp-server) (Node, most active). Kotlin alt: [Carrieukie/spotify-mcp-server](https://github.com/Carrieukie/spotify-mcp-server).…

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  • Square

    Needs testing

    Square's **official** MCP (Beta) — full Square REST API: customers, orders, items, payments, locations, inventory. Auto-generated from Square's OpenAPI spec. Source: [square/square-mcp-server](https://github.com/square/square-mcp-server). Remote OAuth variant recommended over local token management.

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  • Stability AI

    Needs testing

    Generate, edit, upscale, inpaint, remove-background — the full Stable Diffusion 3.5 / SDXL tool surface via Stability's REST API. Community MCP (not officially affiliated). Source: [tadasant/mcp-server-stability-ai](https://github.com/tadasant/mcp-server-stability-ai). Multi-provider alt (Stability…

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  • Statsig

    Needs testing

    Manage feature gates, dynamic configs, experiments, and layers via Statsig's Console API — read + write. Community MCP; Statsig also documents a hosted server at [statsig.com/mcp](https://www.statsig.com/mcp). Source: [GeLi2001/statsig-mcp](https://github.com/GeLi2001/statsig-mcp) · PyPI:…

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  • Steam

    Needs testing

    Query your Steam library — owned games, playtime, achievements, wishlist, friends, store data. Ships as a container image. Source: [dsp/mcp-server-steam](https://github.com/dsp/mcp-server-steam). PyPI-published read-only alt with 37 tools + prompts:…

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  • Strava

    Needs testing

    Read activities, segments, routes, athlete stats and training-load analysis from Strava. Source (npm-published): [r-huijts/strava-mcp](https://github.com/r-huijts/strava-mcp). Hosted / OAuth-in-the-browser alt (Cloudflare Workers, connect via `mcp-remote`):…

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  • Stripe

    Needs testing

    Stripe's **official** MCP — search Stripe knowledge and call Stripe APIs (customers, payments, subscriptions, refunds, invoices) from the AI. Source: [stripe/agent-toolkit](https://github.com/stripe/agent-toolkit/tree/main/modelcontextprotocol). Remote OAuth variant hosted at…

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  • Substack

    Needs testing

    Read Substack publications, manage drafts, publish posts, browse Notes. Published on npm. Source: [marcomoauro/substack-mcp](https://github.com/marcomoauro/substack-mcp). Read-only public-scrape alt: [channel47/substack-mcp](https://github.com/channel47/substack-mcp). Substack + Medium bridge alt:…

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  • Supabase

    Needs testing

    Query MCP for Supabase — end-to-end management via chat: run read + write SQL against your PostgreSQL, hit the Management API (projects / secrets / edge functions), and use the Auth Admin SDK. Pypi-published.

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  • Tableau

    Needs testing

    Query Tableau data sources, browse workbooks, run VizQL, and administer content. **Official Tableau-supported** MCP. Preferred path for Tableau Cloud is the hosted `https://mcp.tableau.com` (OAuth 2.1). Self-host via npm for Tableau Server or air-gapped setups. Source:…

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  • Tavily

    Needs testing

    Tavily's **official** MCP — search API purpose-built for LLM agents, RAG-optimised responses.

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  • Telegram

    Needs testing

    Send + read Telegram messages, search chats, manage contacts via MTProto (personal account). Source: [chaindead/telegram-mcp](https://github.com/chaindead/telegram-mcp). Bot-API-only alt: [siavashdelkhosh81/telegram-bot-mcp-server](https://github.com/siavashdelkhosh81/telegram-bot-mcp-server).

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  • Terraform

    Needs testing

    HashiCorp's official MCP for the Terraform ecosystem — registry lookups, module docs, provider metadata, workspace inspection.

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  • Tesla

    Needs testing

    Query + control Tesla vehicles via the Fleet API — vehicle state, charge/climate control, drive-state polling. Source: [scaldwellnz/tesla-mcp-server](https://github.com/scaldwellnz/tesla-mcp-server). Uses uv-managed Python source (no PyPI package).

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  • TikTok

    Needs testing

    TikTok video analysis, interaction, subtitle extraction.

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  • Time

    Needs testing

    Current time + timezone conversions. Small, no-config utility for time-aware prompts.

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  • Todoist

    Needs testing

    Create + read + complete Todoist tasks, browse projects, apply filters. Source: [chrusic/todoist-mcp-enhanced](https://github.com/chrusic/todoist-mcp-enhanced) or [awesome-mcp-servers Todoist listings](https://mcpservers.org/topics/todoist-mcp).

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  • Toggl

    Needs testing

    Toggl Track time-entry read + create + report. Useful for AI-assisted daily standups + timesheet automation. Community MCPs — browse [awesome-mcp-servers](https://mcpservers.org/topics/toggl-mcp).

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  • Trello

    Needs testing

    Full Trello board access — cards, lists, checklists, attachments, comments, custom fields, workspace switching. 57 tools with built-in rate limiting and acceptance-criteria extraction. Source: [delorenj/mcp-server-trello](https://github.com/delorenj/mcp-server-trello). Atlassian's cloud-hosted…

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  • TripIt

    Needs testing

    Fetch upcoming + past TripIt trips, hotel + flight reservations, transport segments, activities, and document attachments. Source: [dvcrn/mcp-server-tripit](https://github.com/dvcrn/mcp-server-tripit). OAuth-based alt:…

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  • Turbopuffer

    Needs testing

    > Serverless vector search on object storage. **Turbopuffer's official MCP is a 'Code Mode' server** — it hands the agent a TypeScript sandbox against the Turbopuffer SDK rather than exposing per-op tools. Official: [turbopuffer/turbopuffer-typescript —…

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  • Turso (libSQL)

    Needs testing

    Turso — SQLite-compatible edge databases over libSQL. Manage databases, run SQL against a specific DB, list orgs and members. Source: [spences10/mcp-turso-cloud](https://github.com/spences10/mcp-turso-cloud). Direct libSQL-only alt (any host, no Turso API):…

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  • Twilio (SMS)

    Needs testing

    Send + receive SMS/MMS via Twilio; conversation management, scheduled messages. Source: [griffinwork40/twilio-mcp](https://github.com/griffinwork40/twilio-mcp). Send-only alt: [YiyangLi/sms-mcp-server](https://github.com/YiyangLi/sms-mcp-server). Official Twilio agent-payments variant:…

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  • Twitch

    Needs testing

    Twitch chat integration + channel metadata reads. Source: [TomCools/twitch-mcp](https://github.com/TomCools/twitch-mcp) (Quarkus / Java).

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  • Typesense

    Needs testing

    Search collections, index / update / remove documents, health checks against Typesense — including vector similarity search. Community; no official Typesense MCP. Source: [suhail-ak-2/mcp-typesense-server](https://github.com/suhail-ak-2/mcp-typesense-server). Python alt:…

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  • Uber

    Needs testing

    Book Uber rides, get price + ETA estimates, check status, cancel — via OAuth 2.0 against the Uber Rides API. Sandbox mode simulates rides without real charges.

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  • Uber Eats

    Needs testing

    Uber Eats — restaurant search, menu exploration, place + track orders via browser automation. Community MCP. Source: [ericzakariasson/uber-eats-mcp-server](https://github.com/ericzakariasson/uber-eats-mcp-server). Ordering-focused alt:…

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  • Umami

    Needs testing

    Query Umami analytics — websites, pageviews, sessions, events, real-time. Self-hosted or Umami Cloud. Community MCPs vary in surface size — pick per the tools you need. Source: [mikusnuz/umami-mcp](https://github.com/mikusnuz/umami-mcp) (66 tools, full v2 API). Lean alt:…

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  • Unity

    Needs testing

    Bridge to Unity Editor — manage assets, control scenes, edit scripts, run tests. Community; 47 focused tools. Source: [CoplayDev/unity-mcp](https://github.com/CoplayDev/unity-mcp). Alternative bridge with Node.js middleware: [CoderGamester/mcp-unity](https://github.com/CoderGamester/mcp-unity).

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  • Unsplash

    Needs testing

    Search and download Unsplash photos — high-quality free-to-use stock imagery with proper attribution. Community MCP. Source: [jeffkit/unsplash-mcp-server](https://github.com/jeffkit/unsplash-mcp-server). Attribution-focused alt (returns ready-to-paste HTML credit lines):…

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  • Vault

    Needs testing

    HashiCorp Vault — secrets read/write, policy management, transit encryption. Community MCPs available; HashiCorp maintains [terraform-mcp-server](https://github.com/hashicorp/terraform-mcp-server) but not a first-party Vault one as of mid-2026.

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  • Vercel

    Needs testing

    Programmatic Vercel — list / create deployments, inspect env vars, manage projects and teams, get deployment file listings. Source: [nganiet/mcp-vercel](https://github.com/nganiet/mcp-vercel). Vercel's **official** offering is a remote OAuth MCP at `https://mcp.vercel.com`…

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  • WHOOP

    Needs testing

    Access WHOOP recovery, sleep, strain, HRV and workout data. Source: [JasonBates/whoop-mcp-server](https://github.com/JasonBates/whoop-mcp-server). npm-shipped alt: [JedPattersonn/whoop-mcp](https://github.com/JedPattersonn/whoop-mcp). Read+write via reverse-engineered iOS API (47 tools incl.…

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  • Wahoo SYSTM

    Needs testing

    Read Wahoo SYSTM training plans, workouts, power-zones and calendar events. Covers indoor cycling training aimed at cyclists / triathletes using SYSTM's structured plans. Source: [joaodrp/wahoo-systm-mcp](https://github.com/joaodrp/wahoo-systm-mcp). Cloud-API variant (fitness watch/head-unit data):…

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  • Walmart

    Needs testing

    Walmart.com product search, item lookups, stock, reviews, bestsellers, store locations. Community MCP. Source: [taazkareem/walmart-mcp](https://github.com/taazkareem/walmart-mcp). Consumer + Marketplace-seller SDK alt: [luke-nielsen/walmart-mcp](https://github.com/luke-nielsen/walmart-mcp).

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  • Warpcast (Farcaster)

    Needs testing

    Post and read from Warpcast on the Farcaster decentralized social protocol.

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  • Waze

    Needs testing

    Waze travel-time + route-alternative calculations over the free `pywaze` library — no API key, hits Waze's public livemap endpoints. TypeScript source: [Huftierchen/waze-mcp](https://github.com/Huftierchen/waze-mcp). Python alt: [semichcsc-byte/waze-mcp](https://github.com/semichcsc-byte/waze-mcp).

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  • WeChat

    Needs testing

    Model Context Protocol for personal WeChat — send messages, read chats. Works with WeChat 4.0+ NT framework and traditional Windows/macOS clients. Source: [JettChenT/wechat-mcp](https://github.com/JettChenT/wechat-mcp). Enterprise / bot alternative for **WeCom (WeChat Work)**:…

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  • Weather.gov / NOAA (weather-mcp)

    Needs testing

    17 weather tools over free public APIs (NOAA + Open-Meteo) — one-call summary, forecasts, alerts, air quality, marine, radar, lightning, rivers, wildfires, historical archive back to 1940. No keys, no signup.

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  • Weaviate

    Needs testing

    > Standalone MCP deprecated — the Weaviate MCP now ships **inside the Weaviate binary** from v1.37.1+, exposed on the REST port at `/v1/mcp` with existing API-key auth. Repo: [weaviate/mcp-server-weaviate](https://github.com/weaviate/mcp-server-weaviate) (no longer maintained). Community uvx alt…

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  • Weibo

    Needs testing

    Fetch Weibo hot searches, posts, and user info (Chinese microblog). Public data, no auth. Source: [qinyuanpei/mcp-server-weibo](https://github.com/qinyuanpei/mcp-server-weibo) or [Yooki-K/weibo-mcp-server](https://github.com/Yooki-K/weibo-mcp-server).

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  • WhatsApp

    Needs testing

    Read + send WhatsApp messages via the whatsapp-web.js bridge (personal account, QR-code auth). Source: [lharries/whatsapp-mcp](https://github.com/lharries/whatsapp-mcp). Business-API variant: [msaelices/whatsapp-mcp-server](https://github.com/msaelices/whatsapp-mcp-server).

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  • Whisper (local)

    Needs testing

    Local audio transcription with faster-whisper — every audio byte stays on your machine. ffmpeg is bundled and the model is downloaded from Hugging Face on first use (~74 MB for base), so nothing to install by hand.

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  • Wikipedia

    Needs testing

    Fetch Wikipedia articles, search topics, extract structured content. Zero-auth on public API. Community MCPs — [punkpeye/wikimedia](https://github.com/punkpeye/wikimedia) covers the wider Wikimedia surface.

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  • Wise

    Needs testing

    Wise (formerly TransferWise) balances, exchange rates, transfers, recipients, invoicing. Community MCP. Source: [2060-io/mcp-wise](https://github.com/2060-io/mcp-wise). Node/TS alt: [Szotasz/wise-mcp](https://github.com/Szotasz/wise-mcp).

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  • Withings

    Needs testing

    Query Withings smart-scale, sleep-mat and activity data — weight, body comp, sleep phases, HR trends. Source: [gchallen/withings-mcp](https://github.com/gchallen/withings-mcp). Broader coverage alt: [akutishevsky/withings-mcp](https://github.com/akutishevsky/withings-mcp).

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  • Wolfram Alpha

    Needs testing

    Wolfram Alpha — computational knowledge for maths, physics, chemistry, dates, units, currency, and more. Ideal for grounding numeric answers.

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  • WooCommerce

    Needs testing

    WooCommerce store — products, orders, customers, shipping, taxes, discounts, store config via the WordPress REST API. Community MCP. Source: [techspawn/woocommerce-mcp-server](https://github.com/techspawn/woocommerce-mcp-server). Read-only alt:…

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  • World News API

    Needs testing

    Search news, top headlines, extract articles, retrieve newspaper front pages. Global coverage; language + geo filters.

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  • X (Twitter)

    Needs testing

    Search tweets, post, manage account. Source (has real npm package): [getxapi/getxapi-mcp](https://github.com/getxapi/getxapi-mcp). Alt: [rafaljanicki/x-twitter-mcp-server](https://github.com/rafaljanicki/x-twitter-mcp-server) or…

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  • Xero

    Needs testing

    Xero's **official** MCP — contacts, invoices, payments, accounts, reports on the Xero accounting platform.

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  • Xiaomi Mi Home

    Needs testing

    Control Xiaomi Mi Home devices (lights, plugs, sensors) via the miio protocol on your local network. Source: [alwenxu/xiaomi-home-mcp](https://github.com/alwenxu/xiaomi-home-mcp). Single-script Python MCP run via uv.

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  • YNAB

    Needs testing

    You Need A Budget — read/create/recategorise transactions, browse accounts, categories, payees, budget month plans. Community MCP. Source: [calebl/ynab-mcp-server](https://github.com/calebl/ynab-mcp-server). Alt (minimal + auditable):…

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  • YouTube

    Needs testing

    Fetch YouTube video subtitles / transcripts + basic metadata — wraps `yt-dlp`. Source: [anaisbetts/mcp-youtube](https://github.com/anaisbetts/mcp-youtube). Full Data API (search / playlists / analytics) alt: [ZubeidHendricks/youtube-mcp-server](https://github.com/ZubeidHendricks/youtube-mcp-server).

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  • YouTube

    Needs testing

    Video / channel / playlist queries + transcripts + analytics. Source: [ZubeidHendricks/youtube-mcp-server](https://github.com/ZubeidHendricks/youtube-mcp-server). Transcript-only lightweight alt: [adhikasp/mcp-youtube](https://github.com/adhikasp/mcp-youtube).

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  • Zapier (hub)

    Needs testing

    Fan out to 8,000+ apps and 30,000+ actions through Zapier's hosted MCP — one endpoint, every Zapier-connected app. Official. Endpoint: [mcp.zapier.com](https://mcp.zapier.com/api/v1/connect). GitHub: [zapier/zapier-mcp](https://github.com/zapier/zapier-mcp) (client-side plugin distribution).

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  • Zendesk

    Needs testing

    Retrieve + manage Zendesk tickets and comments; browse the Help Center as a knowledge base; specialized prompts for ticket analysis and response drafts. Community MCP. Source: [reminia/zendesk-mcp-server](https://github.com/reminia/zendesk-mcp-server). Multi-product alt (Support + Talk + Chat +…

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  • Zeplin

    Needs testing

    Fetch screens, components, styleguides, and spec metadata from Zeplin so an LLM can generate matched code. Official Zeplin MCP. Source: [zeplin/mcp-server](https://github.com/zeplin/mcp-server) · npm: [`@zeplin/mcp-server`](https://www.npmjs.com/package/@zeplin/mcp-server).

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  • Zilliz Cloud

    Needs testing

    Query, manage, and orchestrate the Zilliz Cloud control plane (create cluster, list, etc.). Distinct from the Milvus MCP above — this one targets the managed cloud. Official.

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  • Zoho CRM

    Needs testing

    Zoho CRM CRUD across Leads, Contacts, Accounts, Deals, and custom modules, plus lead-conversion and analytics tools. Community MCP with standalone OAuth. Zoho also runs an **official** hosted MCP surface at [zoho.com/mcp](https://www.zoho.com/mcp/) covering the wider Zoho suite. Source:…

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  • Zoom

    Needs testing

    Schedule Zoom meetings via OAuth. Source: [JavaProgrammerLB/zoom-mcp-server](https://github.com/JavaProgrammerLB/zoom-mcp-server). Transcripts-only alt: [forayconsulting/zoom_transcript_mcp](https://github.com/forayconsulting/zoom_transcript_mcp). Zoom shipped an official MCP connector in April…

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  • Zulip

    Needs testing

    Interact with Zulip workspaces — read/send messages, manage streams. Open-source team chat alternative.

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  • Zwift (workout generator)

    Needs testing

    Generate Zwift-compatible `.zwo` workout files from natural-language descriptions — intervals, warm-ups, cadence targets, FTP percentages. Drop the resulting XML into your Zwift `Documents/Zwift/Workouts/<user>/custom` folder. No account data — file generator only.

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  • arXiv

    Needs testing

    Search + retrieve arXiv preprints — abstracts, PDFs, LaTeX source. Great for academic research workflows. Sources: [prashalruchiranga/arxiv-mcp-server](https://github.com/prashalruchiranga/arxiv-mcp-server) or [takashiishida/arxiv-latex-mcp](https://github.com/takashiishida/arxiv-latex-mcp) for…

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  • dbt

    Needs testing

    **Official** dbt MCP from dbt Labs — covers dbt Core, dbt Fusion, and dbt Platform. Exposes CLI commands (build/run/test/compile/docs), the Semantic Layer (list_metrics, query_metrics), the Discovery API (models, lineage, health), plus SQL execution + text-to-SQL when connected to dbt Platform.…

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  • eBay

    Needs testing

    eBay Sell APIs — inventory management, order fulfillment, promoted listings, marketing campaigns, analytics. Runs locally over STDIO / local HTTP so credentials never leave the machine. Community MCP. Source: [YosefHayim/ebay-mcp](https://github.com/YosefHayim/ebay-mcp). Read-only Browse-API-only…

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  • iMessage

    Needs testing

    Send and read Apple Messages on macOS via the local Messages.app database. Real npm package. macOS-only.

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  • pgvector

    Needs testing

    > No canonical `pgvector` MCP — the ecosystem is a handful of general Postgres MCPs that surface pgvector-aware behaviour (semantic memory, hybrid search). Closest match: [stuzero/pg-mcp-server](https://github.com/stuzero/pg-mcp-server) — SSE Postgres MCP that recognises `pgvector` + PostGIS…

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  • tl;dv (hub)

    Needs testing

    Meeting intelligence hub — transcripts, summaries, action-items across **Zoom, Google Meet, and Microsoft Teams** from one MCP.

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