mcp-server repositories

Discover trending repositories tagged mcp-server, ranked by recent growth and activity.

  1. 1. ruvnet/ruflo

    🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration

    GitHub repository with 57,889 stars and 6,619 forks.

    Trending score: 4.76; stars gained: +401; forks gained: +52.

    Language: TypeScript

    Topics: claude-code, swarm, agentic-ai, agentic-framework, agentic-rag, agentic-workflow

  2. 2. n8n-io/n8n

    Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

    GitHub repository with 191,117 stars and 58,280 forks.

    Trending score: 4.23; stars gained: +320; forks gained: +56.

    Language: TypeScript

    Topics: ai, apis, automation, cli, data-flow, development

  3. 3. bytedance/UI-TARS-desktop

    The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

    GitHub repository with 35,902 stars and 3,611 forks.

    Trending score: 3.24; stars gained: +54; forks gained: +4.

    Language: TypeScript

    Topics: agent, vlm, vision, computer-use, mcp, mcp-server

  4. 4. google-gemini/gemini-cli

    An open-source AI agent that brings the power of Gemini directly into your terminal.

    GitHub repository with 104,949 stars and 13,989 forks.

    Trending score: 3.31; stars gained: +78; forks gained: +9.

    Language: TypeScript

    Topics: ai, ai-agents, cli, gemini, gemini-api, mcp-client

  5. 5. maximhq/bifrost

    Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

    GitHub repository with 5,493 stars and 694 forks.

    Trending score: 3.70; stars gained: +61; forks gained: +12.

    Language: Go

    Topics: gateway, llm, llm-gateway, mcp-client, mcp-server, guardrails

  6. 6. yvgude/lean-ctx

    LeanCTX — the Context OS for AI development. One local binary that compresses, remembers, routes, and verifies every token between your code and the model. 63 MCP tools, 10 read modes, up to 99% token savings. Works with Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini.

    GitHub repository with 2,449 stars and 251 forks.

    Trending score: 1.81; stars gained: +80; forks gained: +4.

    Language: Rust

  7. 7. lemonade-sdk/lemonade

    Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

    GitHub repository with 4,212 stars and 331 forks.

    Trending score: 1.34; stars gained: +13; forks gained: +1.

    Language: C++

    Topics: amd, llama, llm, llm-inference, local-server, mistral

  8. 8. scheidydude/codeindex

    Repo dependency analyzer with **blast-radius impact scoring** for AI-assisted development.

    GitHub repository with 255 stars and 35 forks.

    Trending score: 0.62; stars gained: +0; forks gained: +0.

    Language: Python

    Topics: ai-assisted-development, blast-radius, cli, code-analysis, dependency-graph, developer-tools

  9. 9. aimasteracc/tree-sitter-analyzer

    MCP code-intelligence server for AI agents — beats CodeGraph on 6-repo benchmark median. 50 MCP tools, 13 curated skills, TOON output (50-70% token saving), 100% local. Python.

    GitHub repository with 35 stars and 8 forks.

    Trending score: 0.75; stars gained: +2; forks gained: +0.

    Language: Python

  10. 10. triggerdotdev/trigger.dev

    Trigger.dev – build and deploy fully‑managed AI agents and workflows

    GitHub repository with 15,217 stars and 1,285 forks.

    Trending score: 3.00; stars gained: +28; forks gained: +2.

    Language: TypeScript

  11. 11. neomjs/neo

    Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.

    GitHub repository with 3,199 stars and 211 forks.

    Trending score: 0.76; stars gained: +5; forks gained: +2.

    Language: JavaScript

    Topics: agent-memory, ai, ai-agent, ai-memory, context-engineering, frontend

  12. 12. taylorwilsdon/google_workspace_mcp

    Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

    GitHub repository with 2,523 stars and 774 forks.

    Trending score: 0.04; stars gained: +0; forks gained: +2.

    Language: Python

    Topics: ai, g-suite, gmail, google-calendar, google-chat, google-docs

  13. 13. docsector/docsector-reader

    A documentation rendering engine built with Vue 3, Quasar v2 and Vite with AI features.

    GitHub repository with 21 stars and 2 forks.

    Trending score: 0.00.

    Language: JavaScript

    Topics: ai, ai-friendly, ai-tools, anchor-navigation, builder, documentation

  14. 14. mtnclk/awesome-top-skills

    🤖 Discover top AI agent skills with our curated collection, featuring automated updates and precise classification from the GitHub ecosystem.

    GitHub repository with 12 stars and 2 forks.

    Trending score: 0.00.

    Topics: agent-skills, agentic-workflows, ai-agents, ai-capabilities, ai-skills, automation

  15. 15. pipulate/pipulate

    Local First AI SEO Software on Nix, FastHTML & HTMX

    GitHub repository with 11 stars and 3 forks.

    Trending score: 0.00.

    Language: Python

    Topics: ai, fasthtml, htmx, machine-learning, mcp, mcp-client

  16. 16. nipmod/nipmod

    Public Nipmod documentation, API examples and agent workflow material.

    GitHub repository with 1 stars and 0 forks.

    Trending score: 0.00.

    Language: TypeScript

  17. 17. arian-gogani/nobulex

    The trust economy for autonomous AI agents. Credit scores for machines. Agents earn Trust Capital through verified behavior, gating what they are allowed to do. Autonomy earned, not granted.

    GitHub repository with 31 stars and 6 forks.

    Trending score: 0.25; stars gained: +0; forks gained: +0.

    Language: TypeScript

    Topics: accountability, agent-governance, ai-agents, ai-security, autonomous-agents, compliance

  18. 18. 1Dark134/arxiv-mcp-server

    arXiv MCP Server Client 🐙 enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.

    GitHub repository with 17 stars and 2 forks.

    Trending score: 0.00.

    Language: Python

    Topics: academic-papers, academic-research, ai, ai-assistant, claude-ai, claude-desktop

  19. 19. zoharbabin/web-researcher-mcp

    Your AI research assistant that cites real sources and stays honest. Search the entire web or narrow it down to just the sites you trust. Works with Claude, Cursor, any MCP client.

    GitHub repository with 15 stars and 1 forks.

    Trending score: 0.25; stars gained: +0; forks gained: +0.

    Language: Go

    Topics: ai, ai-agent, ai-tools, brave-search, claude, claude-code

  20. 20. proompteng/bilig

    Bilig WorkPaper: headless spreadsheet formula engine and MCP server for Node agents: edit cells, recalculate, read values, persist JSON.

    GitHub repository with 30 stars and 20 forks.

    Trending score: 0.48; stars gained: +0; forks gained: +1.

    Language: TypeScript

    Topics: spreadsheet, typescript, formula-engine, headless-spreadsheet, excel-formulas, spreadsheet-engine

  21. 21. wondeks/unity-mcp

    A Unity MCP server that allows MCP clients like Claude Desktop or Cursor to perform Unity Editor actions.

    GitHub repository with 22 stars and 6 forks.

    Trending score: 0.00.

    Language: C#

    Topics: ai, ai-integration, claude, copilot, llm, mcp

  22. 22. speakeasy-api/gram

    Securely scale AI usage across your organization. Control plane for building, securing and monitoring your agents, mcp and skills.

    GitHub repository with 244 stars and 30 forks.

    Trending score: 0.33; stars gained: +0; forks gained: +0.

    Language: TypeScript

    Topics: mcp, openapi, agents, golang, serverless, typescript

  23. 23. townsendmerino/ken

    Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.

    GitHub repository with 23 stars and 0 forks.

    Trending score: 0.24; stars gained: +0; forks gained: +0.

    Language: Go

    Topics: agents, bm25, code-search, embeddings, go, golang

  24. 24. decocms/studio

    Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

    GitHub repository with 380 stars and 50 forks.

    Trending score: 1.21; stars gained: +2; forks gained: +0.

    Language: TypeScript