AI & ML MCP Servers
Extend your AI assistant with specialized ML capabilities. Connect to model APIs, vector databases, embedding services, and ML experiment tracking tools.
24 servers available
Ask Gemini
by Lykhoyda
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions
Plojure
by Kroq86
Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.
Math
by Andylbrummer
GPU-accelerated MCP server for neural network training, deep learning, and model experimentation
Xdebug
by Kpanuragh
MCP server for PHP Xdebug debugging with breakpoints, stepping, and variable inspection
Uniprof
by Indragiek
Universal CPU profiler designed for humans and AI agents
Hapi
by La Rebelion
Focused MCP server for OpenAI image/audio generation (v2.0.0). Wraps endpoints via HAPI CLI.
Ragmap
by Khalidsaidi
Discover RAG-capable MCP servers. Search by meaning; filter by remote, citations, local. Four tools.
Langchain
by baixianger
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Forage
by Narrativai
AI shopping comparison — search 50M+ products, compare prices, find deals
HAL
by DeanWard
HAL (HTTP API Layer) - An MCP server that provides HTTP API capabilities to Large Language Models
Test Coverage
by Goldbergyoni
Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
Openai Api Agent Project
by Aicastle School
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Gemini
by Houtini Ai
Model Context Protocol server for Google Gemini AI with chat, research, and grounding
RagScore
by HZYAI
Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.
Paper Search Mcp Openai
by Adamamer20
Search and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…
Gemini Researcher
by CapyBearista
Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage
Gemini Cloud Assist
by GoogleCloudPlatform
MCP Server for understanding, managing & troubleshooting your GCP environment.
Chromadb Remote
by Meloncafe
Remote ChromaDB vector database MCP server with streamable HTTP transport
Ragalgo
by Kokogo100
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
Openai Api Agent Project
by Aicastle School
Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Gemini Vision
by Artin0123
Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
Local Rag
by Shinpr
Easy-to-setup local RAG server with minimal configuration
Gemini
by RLabs Inc
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI
Forage
by Isaac Levine
Self-improving tool discovery for AI agents. Find, install, and use new MCP servers automatically.
Frequently Asked Questions
What AI capabilities can MCP servers add?
AI & ML MCP servers connect your assistant to specialized models, vector databases (Pinecone, Weaviate), embedding services, and ML platforms like Weights & Biases.
Can MCP servers use other AI models?
Yes. Some servers connect to OpenAI, Anthropic, Replicate, or Hugging Face APIs, letting your assistant orchestrate multiple models for complex tasks.
What vector databases are supported?
Find MCP servers for Pinecone, Weaviate, Qdrant, ChromaDB, and Milvus in this category.