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 97-144 of 195 servers
OmniClip RAG
Freeby Msjsc001 · AI & ML
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
Perfectvector
Freeby MCP Registry · AI & ML
Image to SVG with a vectorization model we trained in-house. Clean, editable logos, icons, line art.
Whisperr
Freeby MCP Registry · AI & ML
Install the Whisperr retention SDK, verify received events, and read churn and retention data.
Gemini Image
Freeby JimothySnicket · AI & ML
Google Gemini image generation, editing, and local processing via MCP
Huggingface
Freeby Pipeworx Io · AI & ML
Hugging Face Hub MCP — models, datasets, spaces
Arrumou Neural
Freeby Brunoreisportela · AI & ML
Manage vacation rentals, bookings, calendars and operations with OAuth and action approvals.
Llm Orchestration Agent Langchain
Freeby MCP Registry · AI & ML
LLM Orchestration Agent (Langchain)
Authenticated Mcp Agent Openai
Freeby MCP Registry · AI & ML
Authenticated MCP Agent (Openai)
Mlflow
Freeby Us All · AI & ML
MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)
Llm Orchestration Agent Openai
Freeby MCP Registry · AI & ML
LLM Orchestration Agent (Openai)
Llm Orchestration Agent Langchain Openai
Freeby MCP Registry · AI & ML
LLM Orchestration Agent (Langchain Openai)
Llm Orchestration Agent Langchain Anthropic
Freeby MCP Registry · AI & ML
LLM Orchestration Agent (Langchain Anthropic)
Llm Orchestration Agent Langchain Core
Freeby MCP Registry · AI & ML
LLM Orchestration Agent (Langchain Core)
Structured Output Mcp Agent Langchain Core
Freeby MCP Registry · AI & ML
Structured Output MCP Agent (Langchain Core)
Chart Openai Python Package Downloads Pypi Growth
Freeby MCP Registry · AI & ML
Between 31 Aug–6 Sep and 25 Sep–1 Oct, anthropic's PyPI downloads grew 25% and openai's 14%,.
Humanizer PRO MCP
Freeby khadinakbarlabs · AI & ML
Humanize text, scan AI-style signals, and check word balance with OAuth MCP.
Langchain Login And Token Agent
Freeby MCP Registry · AI & ML
LangChain Login and Token Agent
Llm Observability Orchestration Agent Langchain Community
Freeby MCP Registry · AI & ML
LLM Observability & Orchestration Agent (LangChain Community)
Llm Observability Orchestration Agent Langchain
Freeby MCP Registry · AI & ML
LLM Observability & Orchestration Agent (Langchain)
Structured Output Agent Openai
Freeby MCP Registry · AI & ML
Structured Output Agent (Openai)
Traced Openai Langchain Agent
Freeby MCP Registry · AI & ML
Traced OpenAI LangChain Agent
Oauth Langchain Openai Agent
Freeby MCP Registry · AI & ML
OAuth LangChain OpenAI Agent
Vectordecisions
Freeby NikitaDatar · AI & ML
AI Governance MCP Server - GATRI trust scoring, kill-switch, EU AI Act compliance for Claude
Docs
Freeby MCP Registry · AI & ML
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
Google Sign In Langchain Agent
Freeby MCP Registry · AI & ML
Google Sign-In LangChain Agent
Gemini Media
Freeby Mordor Forge · AI & ML
Generate images (Nano Banana), video (Veo, Gemini Omni), speech and music (Lyria) with Google models
DARWIN
Freeby Brightdotdev · AI & ML
Local-first RAG engine with MCP server for AI agent integration.
Imagepay
Freeby Neuralmint · AI & ML
ImagePay MCP: 40 x402 paid API tools (OCR, PDF, image, QR, tabular, web). Pay per call on Base.
Carvector
Freeby Carvectorio · AI & ML
Vehicle specs, federal recalls, complaints, TSBs, investigations and OBD-II DTC data for AI agents.
Gemini Researcher
Freeby CapyBearista · AI & ML
Stateless MCP server that proxies research queries to Gemini CLI, reducing agent context/model usage
ossian-mcp
Freeby dockndevai · AI & ML
Ask your own documents with citations, plus durable memory for agents. Safe by default.
Mcp
Freeby MCP Registry · AI & ML
Public, read-only MCP server for FarmNeural company facts, packages, and capabilities.
Database
Freeby MCP Registry · AI & ML
Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.
A2awire
Freeby Ee324 · AI & ML
New Hugging Face Spaces: fresh AI app demos & UIs. Register in-session — free testnet funds.
PDF Highlighter MCP Server
Freeby User · AI & ML
Extract and highlight keywords, summarizations, and critical clauses in PDFs automatically.
A2awire
Freeby Ee324 · AI & ML
New AI models on HuggingFace: releases, weights. Register in-session — free testnet funds.
A2awire
Freeby Ee324 · AI & ML
New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.
Etsy Sales
Freeby GeminiGeorge22 · AI & ML
Etsy search + Etsy shop sales: live listing rows and sales counters via Apify MCP.
Neo Agent Brain
Freeby Neomjs · AI & ML
Live runtime inspection, component tree, VDOM, state, and hot-patching bridge for Neo.mjs apps.
Gemini Vision
Freeby Artin0123 · AI & ML
Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
NeuralTech
Freeby Hasanaydin7 · AI & ML
Angular UI expert for NeuralNg discovery, composition, validation, icons and project-aware themes.
Retro Diffusion
Freeby Retro Diffusion · AI & ML
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client
Whisper Memos Plugin
Freeby Whispermemos · AI & ML
Read, summarize and act on the voice memos you record with Whisper Memos.
Gemini Image Studio
Freeby Udhaykumarbala · AI & ML
AI image generation and editing with Google Gemini. Structured JSON editing.
A2awire
Freeby Ee324 · AI & ML
OpenAI announcements: models, releases, news. $0.01/query. Register in-session — free testnet funds.
Gemini Omni
Freeby Runapi Ai · AI & ML
RunAPI MCP server for Gemini Omni: create tasks, poll status, check pricing.
Vectorize Mcp Setup
Freeby Dudko Dev · AI & ML
Hosted MCP front door to the Vectorize API: raster-to-vector tracing to SVG, PDF, EPS or DXF.
Inference AIops
Freeby AIops Tools · AI & ML
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
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.