MCP server and CLI letting AI agents reverse engineer native binaries, Electron apps, .NET assemblies and websites.
Agents & MCP
MCP servers for Claude Code: 79 open-source projects (2026)
Servers you can plug into Claude Code to give it memory, documentation lookup, a browser and access to other tools.
- Project
- 79
- This week
- +30.9K
- Updated
- 3 hours ago
How to choose
Start with the job you want done, since these servers cover very different ground. If Claude Code keeps re-reading files, codebase-memory-mcp indexes code, docs and infrastructure into a local knowledge graph it can query. If you want symbol search and refactoring, oraios/serena brings IDE-level tools. If you need live web content, firecrawl-mcp-server handles search, scraping and extraction.
- codebase-memory-mcpBest for developers who want Claude Code to query a local knowledge graph of their code instead of re-reading files.
- serenaBest for developers who want IDE-level symbol search, semantic editing and refactoring for their coding agent.
- firecrawl-mcp-serverBest for developers who need Claude Code to search, scrape and crawl the web and extract Markdown or structured data.
Top projects compared
| Project | Stars | This week | License | Updated |
|---|---|---|---|---|
| 440.5K | +25.5K | MIT | 3 hours ago | |
| 48.3K | +391 | MIT | 16 hours ago | |
| 33.6K | +626 | — | 4 hours ago | |
| 33.5K | +631 | MIT | 3 days ago | |
| 32.6K | +110 | MIT | yesterday | |
| 31.2K | +231 | — | 10 days ago |
All projects
An MCP server that indexes code, docs and infrastructure into a local knowledge graph so AI coding agents can query structure instead of re-reading files.
MCP server for AI coding agents that keeps raw tool output out of the context window and persists session state across compaction.
Blender add-on and MCP server that let AI assistants like Claude build, modify and inspect 3D scenes in Blender through prompts.
A local code knowledge graph that gives AI coding tools precise review context over MCP and a CLI.
An MCP server that gives coding agents IDE-level symbol search, semantic editing and refactoring over a codebase.
An MCP server that gives AI assistants like Claude and Cursor documentation, properties and operations for n8n workflow nodes so they can build and validate workflows.
A bridge that lets AI assistants like Claude, Cursor or VS Code control the Unity Editor through the Model Context Protocol.
A self-learning context layer that gives coding agents like Claude Code and Cursor a map of your codebase plus the decisions your team has made about it.
MCP server that gives Claude and other AI clients terminal control, file search, diff-based file editing, and document handling on your local machine.
Official MCP server that gives AI agents and MCP clients web search, scraping, crawling, browser interaction and Markdown or structured-data extraction via Firecrawl.
An MCP server that lets Claude Code read and control your locally running TradingView Desktop charts via Chrome DevTools Protocol.
An MCP server and CLI that connect your Zotero research library to Claude, ChatGPT, Cursor and other AI assistants for search, reading and annotation.
A self-hosted MCP server that lets ChatGPT, Claude and other MCP hosts read, edit and run code in your local projects.
Indexes multi-language codebases into a knowledge graph so you can query, search, and edit code in plain English via an AI agent or MCP server.
An Agent Skill and MCP server giving coding agents like Claude Code, Cursor and Codex 42 local FFmpeg video and audio editing tools.
Unity Editor and runtime plugin and MCP server that lets AI agents like Claude, Cursor and Copilot operate Unity projects and run LLMs inside games.
Local-first memory layer that lets AI assistants like Claude and Cursor read and write your notes as plain Markdown files via MCP.
An MCP server and CLI that gives AI assistants tools to control Gmail, Calendar, Drive, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat and more.
An MCP server and Ableton Live Remote Script that let LLM clients like Claude create tracks, load instruments, and compose clips in Ableton Live.
A local MCP server that lets AI agents search arXiv, read papers section by section from original LaTeX, export BibTeX, and watch topics.
AST-based semantic code search CLI and MCP server that indexes your codebase so coding agents can find code by meaning.
An open-source Computer Use service exposed as an MCP server, letting AI agents control macOS, Linux, and Windows desktops.
An MCP plugin for x64dbg that lets AI assistants control the debugger over HTTP for breakpoints, stepping, and memory reads.
A zero-dependency C++23 CLI and MCP server that gives coding agents a ranked map of a codebase and checks their edits for blast radius, tests to run and quality regressions.
An MCP server giving LLMs like Claude read-only access to MySQL databases, with optional write operations behind flags.
A Model Context Protocol server that connects Google Search Console data to AI assistants like Claude, Cursor and Codex for natural-language SEO analysis.
MCP server that gives AI assistants structured tools to work with GitLab projects, merge requests, issues, pipelines, wikis and more.
Local code-intelligence engine that indexes multiple repositories into a knowledge graph and serves it to AI coding agents and IDEs via CLI, MCP server, and API.
A privacy-first CLI for semantic code search with local embeddings, call-graph tracing, and an MCP server for AI coding agents.
FAQ
- How are these projects chosen?
- Every project on Repolode passes a quality screening before it is listed: it must be usable today, solve a concrete problem, be more than a thin wrapper and still be maintained. This page groups the listed projects by topic and ranks them by GitHub stars.
- Which project here is the most popular?
- morluto/rea, with 440.5K GitHub stars. Check each project's license and last commit before choosing.