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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Reference MCP servers

Model Context Protocol servers

Official

Official reference MCP servers: Filesystem, Fetch, Git, Memory, Sequential Thinking, Time and Everything

MCP serverMedium risk90.6KRepository stars
Official

Up-to-date, version-specific library docs and code examples in your agent's context, via MCP or a CLI plus skill

MCP serverMedium risk62.5KRepository stars
Editors’ pick

Indexes a codebase into a knowledge graph and gives the agent call chains, change blast radius and code search over MCP

MCP serverMedium risk47.6KRepository stars
Editors’ pick

An MCP server that gives agents IDE powers: symbol and reference lookup, symbol-level edits and renames via LSP or JetBrains

MCP serverHigh riskNo VPN needed29.9KRepository stars
Editors’ pick

An MCP server for GitLab and self-hosted instances: projects, merge requests, issues, pipelines, wiki and releases

MCP serverHigh risk2KRepository stars
Official

Microsoft's free official MCP server for Microsoft Learn docs: search, page fetch and code samples with no key

MCP serverLow risk1.9KRepository stars

Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call

MCP serverMedium riskNo VPN needed72.3KRepository stars

An MCP server that builds a code graph of functions, classes, calls and routes and answers the agent's structural queries locally

MCP serverMedium riskNo VPN needed45.3KRepository stars

Local code structure graph: builds a repository map with tree-sitter and serves the assistant only the context a change actually touches over MCP

MCP serverMedium riskNo VPN needed31.8KRepository stars
Official

MCP tools and a CLI for a 3D building editor: the agent creates, inspects and edits architectural scenes

MCP serverMedium riskNo VPN needed24.3KRepository stars

Control the Unity Editor from an agent over MCP: scenes and objects, C# scripts, assets, tests, profiling and builds

MCP serverHigh riskNo VPN needed14.6KRepository stars
Official

A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets

MCP serverMedium riskNeeds a VPN12.6KRepository stars

A remote MCP server that gives the agent docs and code of any public GitHub repository with nothing to install

MCP serverMedium risk8.4KRepository stars
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 serverMedium riskNo VPN needed7.1KRepository stars
Official

Fast semantic code search for agents: returns the exact snippets instead of reading whole files and spends far fewer tokens

MCP serverMedium riskNo VPN needed6.2KRepository stars

An MCP server that gives an agent search over a large Claude Code guide, official docs, releases and ready-made templates

MCP serverLow riskNo VPN needed6.1KRepository stars

An MCP server for the Godot engine: launch the editor, run projects and edit scenes from an agent

MCP serverMedium riskNo VPN needed5.9KRepository stars

An MCP server and CLI that build a knowledge graph of a monorepo and let an agent query, understand and edit multi-language code

MCP serverMedium risk5.2KRepository stars

A self-hosted MCP server that gives ChatGPT and other clients access to code on your machine: read, edit, search and run commands

MCP serverHigh risk5.2KRepository stars

A Unity plugin with an MCP server, skills and CLI: the agent drives scenes, assets, scripts and tests in the Unity Editor

MCP serverHigh risk4.3KRepository stars

MCP server for spec-driven development: requirements, design and tasks step by step, with a web dashboard and a VS Code extension

MCP serverMedium riskNo VPN needed4.3KRepository stars

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

MCP serverMedium riskNo VPN needed3.3KRepository stars

An MCP server that indexes code with tree-sitter and returns individual functions and classes to the agent instead of whole files

MCP serverMedium riskNo VPN needed2.7KRepository stars
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 riskNo VPN needed2.7KRepository 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.