Official
A local codebase index with ten MCP tools: dependency graph, git history, code health and architectural decisions without re-grepping on every step
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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An MCP server that gives an agent search over a large Claude Code guide, official docs, releases and ready-made templates
A community Playwright MCP server: browser automation, screenshots, device emulation and test code generation
A local web engine for the agent over MCP: search, fetch, crawl, extract and research with no keys and no cloud
Excalidraw MCP
Excalidraw MCP App Server
MCP server that draws hand-drawn Excalidraw diagrams inside the chat: streaming render, fullscreen editing, export
An MCP server for Home Assistant: the agent reads smart-home state and controls devices through your instance
Official
An MCP server from AntV for generating charts and diagrams: 25+ visualization types, from lines and bars to maps, mind maps and network graphs
Long-term agent memory in local Markdown files with a link graph, semantic search and MCP access
A local codebase index for agents: hybrid search, dependency graphs and change impact analysis
DaVinci Resolve MCP
DaVinci Resolve MCP Server
An MCP server that drives DaVinci Resolve Studio through the official scripting API: editing, media pool, rendering, grading and Fusion
A local MCP server for arXiv literature work: section-level paper reads, BibTeX from metadata, topic watches
Shadcn UI MCP Server
Shadcn UI v4 MCP Server
An MCP server that gives the agent shadcn/ui component source, demos and blocks for React, Svelte, Vue and React Native
An MCP server that indexes code with tree-sitter and returns individual functions and classes to the agent instead of whole files
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
An MCP server that turns a large codebase into a semantic feature graph for precise navigation and meaning-based search
Self-hosted long-term memory for agents: semantic search, a knowledge graph and autonomous consolidation over MCP and a REST API
A code-intelligence engine for agents: builds a project graph and serves symbol lookup, call chains and blast radius, saving context
Docs MCP Server
Grounded Docs MCP Server
A local MCP server that indexes docs from websites, GitHub, npm, PyPI and files and gives the agent version-aware search
A local MCP server for safe read, search and edit of notes in an Obsidian vault, restricted to the vault root
An MCP server for n8n: the agent manages workflows and their executions through the n8n API in natural language, creating, updating, activating and running them
data.gouv.fr MCP
data.gouv.fr MCP Server
Official MCP server for France's open data portal: search, explore and query datasets straight from a chat with the agent
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
Qdrant MCP Server
mcp-server-qdrant
Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning
A Python MCP server for MySQL: listing tables, reading data, running SQL and inspecting schema through a controlled interface
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.