AI & ML MCP Servers

Dynamic and reflective problem-solving through structured thought sequences

Official MiniMax server — text-to-speech, image generation, and video generation

Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions

AI-powered search with citations and up-to-date answers

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

Real-time search with content extraction, citations, and web crawling

AI image generation and editing with Google Gemini. Structured JSON editing.

MCP server for Google Gemini AI - text, image, video, research, and more

Universal CPU profiler designed for humans and AI agents

Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

Model Context Protocol server for Google Gemini AI with chat, research, and grounding

Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.

MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host

MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection

Search your knowledge bases from any AI assistant using hybrid RAG.

Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.

AI shopping comparison — search 50M+ products, compare prices, find deals

Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.

AI-powered application security testing — scan APIs, discover endpoints, and find vulnerabilities.

FAF MCP server for Gemini. 12 tools. Project DNA via IANA-registered .faf format. Python/FastMCP.

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper models.

Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

Use DeepSeek Chat & Reasoner models from any MCP client with sessions, fallback & cost tracking.

MCP server that exposes Google Gemini as tools for Claude Code

Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…

Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage

MCP Server for understanding, managing & troubleshooting your GCP environment.

Remote ChromaDB vector database MCP server with streamable HTTP transport

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

Fetch current stock prices and key data for symbols across global markets. Look up companies like…

Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI

Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

34 MCP tools to search, register, manage, value, and trade ENS names. AI-powered intelligence layer.

Google Gemini image generation, editing, and local processing via MCP

AI-powered web search for research, code, and company data

AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude

Easy-to-setup local RAG server with minimal configuration

Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models

Convert text to MP3 speech audio in 50+ languages. x402 micropayment.