Data / Repositories / Windsurf / Python
Python Windsurf repositories on GitHub: 9 ranked by stars
9 public Python repositories tagged Windsurf are on GitHub, with 18,481 stars between them; 4 had a push in the last 30 days. The most starred: tadata-org/fastapi_mcp (12,022), jgravelle/jcodemunch-mcp (2,769), qdrant/mcp-server-qdrant (1,548).
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Every repository, most starred first
| Repository | What it is | Stars | Forks | License | Last push | Read |
|---|---|---|---|---|---|---|
| tadata-org/fastapi_mcp | Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth! | 12,022 | 969 | MIT | Nov 24, 2025 | Oct 14 |
| jgravelle/jcodemunch-mcp | Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP… | 2,769 | 375 | Oct 14 | Oct 14 | |
| qdrant/mcp-server-qdrant | An official Qdrant Model Context Protocol (MCP) server implementation | 1,548 | 307 | Apache-2.0 | Sep 4 | Oct 14 |
| pathintegral-institute/mcpm.sh | CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features. | 1,012 | 158 | MIT | Oct 8 | Oct 14 |
| alexander-zuev/supabase-mcp-server | Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and… | 831 | 103 | Apache-2.0 | Aug 21 | Oct 14 |
| jgravelle/jdocmunch-mcp | The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing | 204 | 48 | Oct 14 | Oct 14 | |
| Edlineas/aivectormemory | aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory… | 91 | 24 | Apache-2.0 | Apr 19 | Oct 14 |
| Lipdog/fossick-mcp | Search all of GitHub from your AI agent — find libraries, drill into repos, search code patterns. MCP server for Claude, Cursor, and other agents. | 4 | 1 | MIT | Apr 13 | Oct 14 |
| tomelias10/mcp-drift-check | Static MCP package-reference mutability checker: Python CLI and GitHub Action. No discovered server execution. Broader config/baseline tools: Orynval Labs. | 0 | 5 | MIT | Oct 11 | Oct 14 |
Other languages
- TypeScript 12
- JavaScript 4
Related topics
- Cursor 28
- MCP 22
- Model Context Protocol 18
- MCP server 15
- Claude 15
- LLM 11
- Claude Code 10
- AI 10
- Cline 7
- Codex 6
- Claude desktop 6
- TypeScript 5
Read from GitHub by SpecStream between October 14, 2026 and October 14, 2026; each row shows the day its repository was read. Stars and pushes change every day, and the GitHub page is the current one. Forks and archived repositories are left out.