Topic

Trending model-context-protocol repos

Repos whose maintainers tagged them model-context-protocol on GitHub (topics are labels that describe what a project is about), ranked by stars gained.

11 repos gained about 15k stars in the last 7 days. Leading this week: morluto/rea, DeusData/codebase-memory-mcp and feder-cr/invisible_playwright_mcp.

11 repos tracked · ranked by stars gained · updated hourly

* / est. Estimated: until we have enough daily snapshots for a repo, its gain is total stars ÷ days since creation. Measured numbers replace estimates automatically.

1
morluto/rea
Reverse engineer anything with agents, from app behavior down to native binaries. Why it matters: worth a look if you build or run autonomous agents.
AI agentsTypeScript★ 205k
+1.1k*
stars today
2
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages… Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPC★ 47k
+201*
stars today
3
feder-cr/invisible_playwright_mcp
Playwright MCP server undetected by anti-bots and captchas: AI agent browses the web on anti-detect stealth Firefox, Python, undetected browser… Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPPython★ 2.8k
+198*
stars today
4
HKUDS/nanobot
Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation… Why it matters: worth a look if you build or run autonomous agents.
AI agentsPython★ 49k
+192*
stars today
5
XiaoDuoYa/codex-with-chatgpt
ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness. Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingTypeScript★ 7.4k
+158*
stars today
6
jub0t/concat
Concat: The truly free, and open-source cross-platform CapCut replacement. Supports MCPs & API. Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPRust★ 5.2k
+106*
stars today
7
pascalorg/editor
Open-source 3D architectural editor with a local CLI, MCP tools, and practical workflows for humans and AI agents. Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPTypeScript★ 25k
+69*
stars today
8
Appllama/appllama-skills
A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens. Why it matters: relevant if AI is part of your coding workflow.
Coding agents★ 2.8k
+46*
stars today
9
PrefectHQ/fastmcp
The fast, Pythonic way to build MCP servers and clients. Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPPython★ 28k
+41*
stars today
10
microsoft/mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java… Why it matters: extends what MCP-compatible assistants can connect to and do.
MCPJupyter Notebook★ 17k
+31*
stars today
11
KnockOutEZ/wigolo
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta. Why it matters: useful plumbing for shipping LLM-powered features.
LLM toolingTypeScript★ 5.5k
+30*
stars today