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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Found: 502

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

1.6KRepository stars

MCP Server for WinDbg

MCP Server for WinDbg Crash Analysis

An MCP server that hands the agent the Windows debuggers: crash dump analysis, remote and kernel debugging in natural language

1.6KRepository stars

An MCP server that gives the agent vulnerability triage: NVD data, EPSS, the CISA KEV catalog, MITRE ATT&CK mapping and one-call CVE risk scoring

1.6KRepository stars
Official

Official MiniMax MCP server: text to speech, voice cloning and design, image and video generation

1.6KRepository 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

1.5KRepository 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

1.5KRepository stars

Web search via DuckDuckGo and page reading for the agent with no API keys, with built-in rate limiting

1.5KRepository stars

An MCP server for draw.io: the agent builds and edits diagrams, works with layers, pages and cloud provider shapes

1.5KRepository stars

Cocos Creator MCP Server

Cocos Creator MCP Server Plugin

An MCP server as a Cocos Creator editor extension: the agent controls scenes, nodes, components, prefabs and project assets

1.4KRepository stars
Official

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

1.4KRepository stars

Deepwiki MCP

Deepwiki MCP Server

MCP server that fetches deepwiki.com pages, cleans them and returns Markdown to the agent, as one document or split by page

1.4KRepository stars

An MCP server and REST API to assemble short vertical videos with captions, voiceover and music for TikTok, Reels and Shorts

1.4KRepository stars
Official

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

1.4KRepository stars

MCP server for Apple's official developer docs: search frameworks, APIs, code samples and WWDC sessions from your agent

1.4KRepository stars

A self-hosted MCP server for long-term agent memory: structured records, versioned rollback and a visual dashboard

1.4KRepository stars

Claude Video Vision

claude-video-vision

An MCP server and Claude Code plugin that let the agent watch video: frames via ffmpeg and audio transcription via Gemini, local Whisper or OpenAI

1.3KRepository stars

Search and drop in icons from 150+ Iconify collections as an MCP server, CLI and skill, writing SVG straight into the project

1.3KRepository stars

An MCP server for private web search through your SearXNG instance: search with pagination and filters, page and PDF reading

1.3KRepository stars

An MCP server and CLI where deterministic tools verify every agent claim about code and binaries against ground truth

1.3KRepository 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

1.2KRepository stars

A Zotero plugin with a built-in MCP server: the agent searches the library, reads PDFs and notes, and works with annotations and metadata

1.2KRepository stars
Official

Ref's MCP server: documentation search for APIs and libraries that hands the agent only the relevant parts of pages

1.2KRepository stars
Official

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

1.1KRepository stars

An MCP server for accessing Xiaohongshu (RedNote): keyword search and reading notes by URL

1.1KRepository 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.