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Windsurf repositories on GitHub: 28 ranked by stars

28 public repositories tagged Windsurf are on GitHub, with 107,026 stars between them; 13 had a push in the last 30 days. Most are written in TypeScript (12), Python (9), JavaScript (4). The most starred: DeusData/codebase-memory-mcp (46,571), eyaltoledano/claude-task-master (28,226), tadata-org/fastapi_mcp (12,022).

SpecStream is the live web data engine for teams and agents. It reads open-source repositories on GitHub and keeps what it reads, and this page groups that reading by topic. Ask for the repositories you track by topic, language, license or activity, and new ones and changes arrive in your sheet, CRM, Slack or agent.

Every repository, most starred first

RepositoryWhat it isLanguageStarsForksLicenseLast pushRead
DeusData/codebase-memory-mcpHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.…C46,5713,836MITOct 14Oct 14
eyaltoledano/claude-task-masterAn AI-powered task-management system you can drop into Cursor, Lovable, Windsurf, Roo, and others.JavaScript28,2262,620Apr 28Oct 14
tadata-org/fastapi_mcpExpose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!Python12,022969MITNov 24, 2025Oct 14
IvanMurzak/Unity-MCPAI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a…C#4,448393Apache-2.0Oct 13Oct 14
intellectronica/rulerRuler — apply the same rules to all coding agentsTypeScript2,945163MITSep 30Oct 14
jgravelle/jcodemunch-mcpCut 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…Python2,769375Oct 14Oct 14
cyberagiinc/DevDocsCompletely free, private, UI based Tech Documentation MCP server. Designed for coders and software developers in mind. Easily integrate into Cursor, Windsurf, Cline, Roo Code…TypeScript2,107200Apache-2.0Feb 4Oct 14
arabold/docs-mcp-serverGrounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.ToolsTypeScript1,800188MITOct 12Oct 14
qdrant/mcp-server-qdrantAn official Qdrant Model Context Protocol (MCP) server implementationPython1,548307Apache-2.0Sep 4Oct 14
pathintegral-institute/mcpm.shCLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.Python1,012158MITOct 8Oct 14
alioshr/memory-bank-mcpA Model Context Protocol (MCP) server implementation for remote memory bank management, inspired by Cline Memory Bank.TypeScript92087MITAug 20, 2025Oct 14
alexander-zuev/supabase-mcp-serverQuery 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…Python831103Apache-2.0Aug 21Oct 14
sv-number/mcp-serverMCP server for AI agents that need a phone number: order a private number in 200+ countries, read the SMS verification code, hand it back. The widest country coverage in the…JavaScript5457MITAug 10Oct 14
kiliczsh/mcp-mongo-serverA Model Context Protocol Server for MongoDBTypeScript28256MITJul 29Oct 14
jgravelle/jdocmunch-mcpThe leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexingPython20448Oct 14Oct 14
tinyfish-io/agentql-mcpModel Context Protocol server that integrates AgentQL's data extraction capabilities.TypeScript18144MITOct 8Oct 14
rawveg/ollama-mcpAn MCP Server for OllamaTypeScript17535AGPL-3.0Aug 13Oct 14
jparkerweb/mcp-sqliteModel Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilitiesJavaScript12917MITApr 5Oct 14
Edlineas/aivectormemoryaivectormemory 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…Python9124Apache-2.0Apr 19Oct 14
andreisirbu91-lab/MCPSpendReal-time cost observability for Model Context Protocol (MCP) tool calls. Wraps any MCP server, attributes spend per tool/project/customer. Free tier 25K calls/mo. EU-hostedTypeScript722MITAug 31Oct 14
RohanMuppa/brightspace-mcp-serverMCP server for Brightspace (D2L). Check grades, due dates, assignments, announcements, rosters, syllabus & course content via Claude, ChatGPT, Cursor, Windsurf, or any MCP client.…TypeScript5728MITOct 14Oct 14
DollhouseMCP/mcp-serverA Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.TypeScript4616AGPL-3.0Oct 14Oct 14
gregkozakiewicz/roast-my-design-systemAI design system scanner + mcp server. Scores repos 0-100, writes fix prompts. 27K+ npm downloads.JavaScript271MITOct 5Oct 14
dappros/ethora-mcp-serverRemote and local MCP server for Ethora: let Claude, ChatGPT, Cursor and agents create chat apps, rooms, users and RAG-powered AI agents.TypeScript61MITOct 14Oct 14
Webvizio/mcpWebvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI…TypeScript66MITDec 18, 2025Oct 14
Lipdog/fossick-mcpSearch all of GitHub from your AI agent — find libraries, drill into repos, search code patterns. MCP server for Claude, Cursor, and other agents.Python41MITApr 13Oct 14
abduznik/reposnap-mcpFree MCP server to ingest any public GitHub repository directly into your AI context. Works with Claude, Cursor, Windsurf, and any MCP client.HTML22MITJul 17Oct 14
tomelias10/mcp-drift-checkStatic MCP package-reference mutability checker: Python CLI and GitHub Action. No discovered server execution. Broader config/baseline tools: Orynval Labs.Python05MITOct 11Oct 14

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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.