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.
Showing 1-48 of 195 servers
Sequential Thinking
Freeby Modelcontextprotocol · AI & ML
Dynamic and reflective problem-solving through structured thought sequences
MiniMax MCP
Freeby MiniMax AI · AI & ML
Official MiniMax server — text-to-speech, image generation, and video generation
Tavily
Freeby Tavily Ai · AI & ML
Real-time search with content extraction, citations, and web crawling
scentrev-mcp
Freeby SHASHANK REDDY · AI & ML
Give your agents a sense of smell
Perplexity Ask
Freeby Ppl Ai · AI & ML
AI-powered search with citations and up-to-date answers
Text To Speech X402
Freeby Br0ski777 · AI & ML
Convert text to MP3 speech audio in 50+ languages. x402 micropayment.
Openai Api Agent Project
Freeby Aicastle School · AI & ML
Fetch the latest available stock quotes by ticker symbol across international markets. Check price…
Openai Api Agent Project
Freeby Cc25a · AI & ML
Look up the latest stock prices by ticker symbol across global markets. Get current price and esse…
Exa Search
Freeby Exa Labs · AI & ML
AI-powered web search for research, code, and company data
Gemini
Freeby RLabs Inc · AI & ML
Gemini 3 MCP server with 30+ tools: images, video, research, TTS, code exec & CLI
Ask Llm
Freeby Lykhoyda · AI & ML
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions
Local Rag
Freeby Shinpr · AI & ML
Easy-to-setup local RAG server with minimal configuration
Agent Blueprint
Freeby sgclasher · AI & ML
Explore and download AI agent blueprints as Agent Skills directories for coding agents
Neural Graph Mapper
Freeby MCP Registry · AI & ML
Transform unstructured text into queryable semantic knowledge graphs.
Gemini Faf
Freeby Wolfe Jam · AI & ML
Persistent project context for Google Gemini. Python/FastMCP. IANA-registered .faf format.
Mindbody
Freeby MCP Registry · AI & ML
Ask your AI about your studio's sales, classes and clients. Not affiliated with Mindbody.
Cleanvector
Freeby Bydllhcbn · AI & ML
Create professional SVG artwork, icons and vector logos from a prompt, or vectorize any image.
Inference
Freeby MCP Registry · AI & ML
Run 150+ AI apps — image, video, audio, LLMs, 3D and more. Browse, execute, stream results.
Whisper
Freeby Jwulff · AI & ML
Local audio transcription using whisper.cpp. Transcribe with OpenAI Whisper models.
Anthropic Billing
Freeby Mcp Dir · AI & ML
Anthropic organization usage and cost reporting through an admin API key connected by the user.
Local Faiss
Freeby Nonatofabio · AI & ML
Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.
Co2 Inference Calculator
Freeby MCP Registry · AI & ML
Premium agentic endpoint for co2-inference-calculator-mcp.
HeroHunt.ai
Freeby User · AI & ML
AI Recruiter that finds and reaches candidates on autopilot
Rag Knowledge
Freeby CSOAI ORG · AI & ML
Rag Knowledge MCP Server by MEOK AI Labs
Pgvector
Freeby Mittalpk · AI & ML
Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables
Openai Image
Freeby Mindstone · AI & ML
OpenAI image generation MCP server for Model Context Protocol hosts
Amu Pgvector
Freeby Sangaraju1988 · AI & ML
Lineage-gated agent memory tools on Postgres + pgvector, enforced by row-level security.
Ragora
Freeby Velarynai · AI & ML
Search your knowledge bases from any AI assistant using hybrid RAG.
Chromadb Remote
Freeby Meloncafe · AI & ML
Remote ChromaDB vector database MCP server with streamable HTTP transport
Langchain
Freeby baixianger · AI & ML
LangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)
Gemini Tts
Freeby Runapi Ai · AI & ML
RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing.
N3mcmcp Lite
Freeby NeuralNexusNote · AI & ML
Ephemeral 7-day hybrid vector+BM25 working memory, multilingual, backed by Redis Stack.
DeepSeek MCP Server
Freeby arikusi · AI & ML
Use DeepSeek Chat & Reasoner models from any MCP client with sessions, fallback & cost tracking.
Mcp
Freeby MCP Registry · AI & ML
Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, check key status.
Gemini Omni Rights Receipt
Freeby Clauxel · AI & ML
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, audit logs, and revie
Registry
Freeby Mcparmory · AI & ML
Create and manage vector database indexes, backups, and collections
Cross Modal Embedding Aligner
Freeby MCP Registry · AI & ML
Premium agentic endpoint for cross-modal-embedding-aligner-mcp.
RagScore
Freeby HZYAI · AI & ML
Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.
Vector Mirror
Freeby C64dos Png · AI & ML
Deterministic SVG perception for LLM agents — measures, never guesses. MCP server.
Embedding Search Api
Freeby Lazymac2x · AI & ML
Cloudflare Workers MCP server: embedding-search
Vector Search X402
Freeby Br0ski777 · AI & ML
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
Rag
Freeby Jaimenbell · AI & ML
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
Repo To Rag
Freeby MCP Registry · AI & ML
GitHub repository vectorizer and context synthesizer for RAG pipelines.
Mcp
Freeby MCP Registry · AI & ML
run any ai model. compose agents, stack knowledge, connect tools. one api, pay per run.
Foundrynet Inference
Freeby FoundryNet · AI & ML
x402 LLM proxy + data-enriched analysis (17 sources) + TimesFM predictive IoT intelligence.
Openai Sora
Freeby MCP Registry · AI & ML
OpenAI Sora: Sora & Sora 2 (new social media like TikTok) API by ChatGPT creator OpenAI. Access.
Openai Ads
Freeby HYPD AI · AI & ML
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and insights.
Agoragentic Integrations
Freeby Rhein1 · AI & ML
Triptych OS (Agent OS) MCP for governed routing, receipts, and USDC settlement on Base.
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.