AI & Machine Learning MCP Servers

fastmcp-builder

40

uvx

Generate complete, runnable FastMCP 3.x MCP servers from plain-English descriptions

omni-ai-mcp

40

uvx

MCP server bridging Claude with Google Gemini (video, music, voice, images, Deep Research, agents, 1M context) and 400+ OpenRouter models

blind-vision-mcp

40

uvx

MCP server that gives vision and image generation capabilities to text-only LLMs, running 100% locally

mcp-test-harness-groq

40

uvx

Groq inference testing helpers for MCP Test Harness

asset-aware-mcp

40

uvx

Citation-ready PDF and DOCX workflows that export reusable agent assets and Foam/LightRAG wikis over MCP

nanobanana-rules

40

npx Caution 75

Fetch Gemini Image Generation docs at request-time and return prompt-optimization rules (MCP server).

5/wk

agnes-video-25-mcp

40

uvx Caution 72

MCP server wrapping Agnes Video 2.5 / 2.5 Flash with reference-mode support (mode=text|keyframe|reference, images/audio/video references)

zimi-mcp

40

uvx

Zimi's MCP server and search alone: search and read Wikipedia, Stack Overflow and other ZIM files offline, for AI agents

banana-image-mcp

40

uvx

A production-ready MCP server for AI-powered image generation using Gemini 3 Pro Image and Gemini 2.5 Flash Image with intelligent model selection

iflow-mcp_drug-discovery-ai-drug-discovery-agent

40

uvx Caution 72

Bioinformatics tools with LangChain and MCP support

agentity-mcp

40

uvx

Agentity MCP protocol plugin for Anthropic

mcp-test-harness-crewai

40

uvx

CrewAI agents testing helpers for MCP Test Harness

aigroup-rag-mcp

40

uvx

RAG知识库检索增强生成系统 - MCP服务器

mcp-test-harness-openai

40

uvx

OpenAI function calling testing helpers for MCP Test Harness

iflow-mcp_Agentic-RAG-with-MCP-Server-1

40

uvx

Agentic RAG with MCP Server - Powerful tools for entity extraction, query refinement, and relevance checking

cerevox-mcp-server

40

uvx

MCP server exposing Cerevox AI APIs (Lexa, Hippo, Account) for document parsing, RAG search, and account management

fantasy-genius-mcp

40

uvx Caution 72

MCP server for Fantasy Genius NBA fantasy sports analytics — connect Claude Desktop to your leagues

blackmount-nlp-mcp

40

uvx Caution 50

Deprecated. See app.blackmount.ai.

automate-mcp

40

uvx

Zero-config desktop automation MCP server — give any LLM hands and eyes to control your desktop

gyy-mcp

40

uvx

A FastMCP-based MCP tool with image recognition using Ollama qwen3-vl:8b model

voxtral-mcp

40

uvx

MCP server wrapping Mistral Voxtral 4B TTS (via mlx-audio) for Claude Code on Apple Silicon — in-process, streaming, gap-free playback

deepmcpagent

40

uvx

DeepMCPAgent: LangChain/LangGraph agents powered by MCP tools over FastMCP.

harness-to-mcp

40

uvx

Turn harness internal tools into a standard MCP server — compatible with Claude Code, Codex, OpenCode, and more.

claude-team-mcp

40

uvx

MCP server for managing multiple Claude Code sessions via iTerm2