MCP servers

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. This section lists servers with their transport, auth method and environment variables, an install command and an honest read on the risks.

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Official

An MCP server for the Godot engine: connects Claude Code, Claude Desktop and Codex to a live editor to build scenes, scripts and materials

MCP serverMedium risk2.7KRepository stars
Official

Cross-device clipboard sync with a built-in MCP server: the agent reads your copy history, and data never leaves for the cloud

MCP serverMedium risk2.6KRepository stars

data.gouv.fr MCP

data.gouv.fr MCP Server

Official

Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent

MCP serverMedium risk1.6KRepository stars

Qdrant MCP Server

mcp-server-qdrant

Official

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

MCP serverMedium risk1.5KRepository stars

Minutes

minutes

Official

A local-first MCP server for meeting memory: on-device recording and transcription into Markdown, searchable from Claude Code, Codex, Cursor and any MCP client

MCP serverMedium risk1.5KRepository stars
Official

An MCP memory server for trading agents: keeps decisions and outcomes with a tamper-evident SHA-256 journal

MCP serverMedium risk1.4KRepository stars
Official

A local browser automation platform: MCP server, CLI and skills so an agent can drive Chrome, fill forms and pull data from pages

MCP serverHigh risk1.4KRepository stars
Official

An MCP server for voice conversations with Claude Code and other MCP agents: speech recognition and voice synthesis, local or cloud

MCP serverMedium risk1.4KRepository stars

Wenyan MCP

文颜 MCP Server

Official

An MCP server that formats Markdown with ready themes and saves the article to a WeChat official account draft

MCP serverHigh risk1.3KRepository stars
Official

Datalayer's MCP server for Jupyter: the agent opens notebooks, edits cells and runs code in a live JupyterLab session

MCP serverHigh risk1.3KRepository stars
Official

A Game Boy emulator with a debugger and a built-in MCP server: the agent controls execution, reads memory and inspects hardware state

MCP serverMedium risk1.2KRepository stars

Burp Suite MCP Server

Burp Suite MCP Server Extension

Official

PortSwigger's official extension that exposes Burp Suite to AI clients over MCP for working with web traffic during testing

MCP serverHigh risk1.2KRepository stars
Official

A self-hosted task manager for human and agent collaboration through MCP

MCP serverMedium risk1.1KRepository stars
Official

A PDF-reading MCP server: structured text, tables, OCR, visual crops and page-level citations

MCP serverMedium risk959Repository stars
Official

An open macOS app for code context engineering: an MCP server and agent orchestrator that helps agents understand a project before editing

MCP serverMedium risk938Repository stars
Official

MCP server and skills for product analytics: user paths, funnels, segments and transition graphs over event logs

MCP serverMedium risk919Repository stars

iai-memory

iai-memory (Personal Memory Engine)

Official

A local long-term memory MCP server for agents: keeps conversations verbatim and returns the right context at the start of a session

MCP serverMedium risk895Repository stars
Official

A local sandbox for AI agents: they run code and actions in an isolated container exposed over MCP

MCP serverHigh risk893Repository stars
Official

A local memory MCP server for coding agents: records issues, attempts, fixes and decisions and warns before repeating a failed approach

MCP serverMedium risk845Repository stars
Official

Official LINE MCP server: an agent sends messages through the Messaging API from your LINE Official Account

MCP serverHigh risk783Repository stars
Official

An MCP server built on Docling: converts PDFs into structured documents, builds new ones and feeds them to RAG

MCP serverMedium risk763Repository stars
Official

The official MCP server for the Chroma vector database: collections, documents, semantic and full-text search

MCP serverMedium risk599Repository stars
Official

Official Anytype MCP server: an agent searches, creates and edits objects, lists and types in your knowledge base

MCP serverMedium risk526Repository stars

DuckDB / MotherDuck MCP Server

DuckDB / MotherDuck Local MCP Server

Official

An MCP server for SQL analytics on DuckDB: local files, in-memory databases, S3-hosted databases and MotherDuck

MCP serverMedium risk525Repository stars

Frequently asked questions

What is an MCP server?

An MCP server connects an agent to external data and tools over a single protocol: files, databases, APIs and services. The agent calls its tools while it works.

How do I connect an MCP server to an agent?

The entry lists how to run it (npx, uvx, docker or a remote URL) and the environment variables. A config snippet goes into the agent settings.

Do I need a key or a paid account?

It depends on the server. Each entry states the auth method and requirements, including paid accounts, in the limitations block.