AI & Machine Learning MCP Servers

AI services, embeddings, LLM integration

2,789 servers

comfyui-mcp

82
npx

Local-first, agent-native control plane for ComfyUI — MCP server + autonomous sidebar agent that drives your live graph in natural language on ANY LLM: Claude/ChatGPT/Gemini on your subscription (no API key), free local models via Ollama (fully offline),

829 19,173/wk

gemini-mcp-tool

79
npx

MCP server for Gemini CLI integration

2,239 7,470/wk

code-reasoning

77
Manual

A code reasoning MCP server, a fork of sequential-thinking

254 102/wk

claude-code-ultimate-guide-mcp

75
npx

MCP server for the Claude Code Ultimate Guide — search, read, and explore 20K+ lines of documentation directly from Claude Code

5,055 169/wk

memanto-mcp

74
uvx

Model Context Protocol (MCP) server for Memanto - persistent semantic memory for any MCP-compatible agent

2,327

claude-in-mobile

73
npx

MCP server for mobile, desktop and browser automation - Android (ADB), iOS Simulator (simctl), Desktop (Compose), Browser (CDP)

298 2,092/wk

three.ws Audio

72
npx Auth Required

Text-to-speech, speech-to-text, audio-to-face lipsync, and motion-capture clips for 3D agents.

249

three.ws Brain

72
npx Auth Required

List LLM providers and run chat completions through the three.ws multi-provider router.

249

IBM watsonx.ai Granite

72
npx Auth Required

IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

249

@aashari/boilerplate-mcp-server

72
npx

TypeScript MCP server boilerplate with STDIO and HTTP transport support, CLI tools, and extensible architecture

70 26/wk

haiku.rag

71
uvx

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

645

alza-mcp

71
npx

Unofficial Model Context Protocol server for Alza.cz — product search, details, reviews, and pickup points, plus the authenticated account, cart, checkout, order, and payment stack (mobile REST + legacy web WCF).

84 96/wk

tavily-mcp

70
npx

MCP server for advanced web search using Tavily

2,109 26,333/wk

@enderfga/claw-orchestrator

70
npx

Claw Orchestrator — run Claude Code, Codex, Antigravity, Grok Build, OpenCode, any ACP agent and custom coding CLIs as one unified runtime. Drop into Hermes Agent, Claude Desktop, Cursor, Cline, Continue, Zed, Windsurf, Goose or any Model Context Protocol

508 1,412/wk

mcp-rubber-duck

69
npx

An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel

168 206/wk

pdf-mcp

68
uvx

Gives AI agents agentic RAG over one PDF or a whole folder of them: hybrid semantic + keyword search, selective page reads, tables, images, TOC, OCR, chart data, and CJK/vertical-script support, with SQLite caching.

152

suunto-mcp

68
npx

MCP server that connects your Suunto watch data to Claude and other AI assistants.

35 174/wk

@ask-llm/ollama-mcp

68
npx

MCP server for local Ollama LLM integration - for Claude IDE and other IDEs

84/wk

@tokenlabai/mcp-server

68
npx

OpenAPI-generated TokenLab MCP server with 32 default and 89 full-profile tools for catalog, native AI, multimodal, and async APIs.

931/wk

sigrank

68
npx

SigRank MCP server — AI operator evaluation and token cascade efficiency tools. The yield cascade + live leaderboard as MCP tools any agent can call.

4,117/wk

driftdetect-mcp

67
npx

MCP server that gives AI agents (Claude, Cursor, Copilot) deep understanding of your codebase patterns, conventions, and architecture. Query patterns, security boundaries, call graphs in real-time.

780 76/wk

@blockrun/mcp

67
npx

BlockRun MCP Server - Give your AI agent web search, deep research, prediction markets, and crypto data. Paid via x402 micropayments.

466 985/wk

octocode-mcp

66
npx

Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, analyze, and understand codebases across GitHub.

836 6,839/wk

mcp-local-rag

66
npx

Local RAG MCP Server - Easy-to-setup document search with minimal configuration

314 4,565/wk
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