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 156 servers
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
DARWIN
Freeby Brightdotdev · AI & ML
Local-first RAG engine with MCP server for AI agent integration.
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
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
Gemini Code Context
Freeby Qmediat · AI & ML
Codebase Q&A for Claude Code through Gemini's 1M-token window, with workspace scans and caching.
Gemini
Freeby Chris Hall · AI & ML
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.
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.
Math
Freeby Andylbrummer · AI & ML
GPU-accelerated MCP server for neural network training, deep learning, and model experimentation
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.
A Pay
Freeby Neuralaisofficial Lang · AI & ML
Universal HTTP 402 Micropayment Protocol & Autonomous Economic Settlement Engine for AI Agents
Namewhisper
Freeby Eggybug42069 · AI & ML
44 MCP tools to search, value, register, trade, and manage ENS names. AI-powered intelligence layer.
Openai Api Agent Project
Freeby Aicastle School · AI & ML
Fetch current stock prices and key data for symbols across global markets. Look up companies like…
Gemini Vision
Freeby Artin0123 · AI & ML
Analyze images and videos with Gemini to get fast, reliable visual insights. Handle content from U…
Test Coverage
Freeby Goldbergyoni · AI & ML
Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
Company Social
Freeby GeminiGeorge22 · AI & ML
Company social handles (LinkedIn, Instagram, X, Facebook, YouTube) via Apify MCP.
Inference AIops
Freeby AIops Tools · AI & ML
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
NeuralTech
Freeby Hasanaydin7 · AI & ML
Angular UI expert for NeuralNg discovery, composition, validation, icons and project-aware themes.
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.
Etsy Sales
Freeby GeminiGeorge22 · AI & ML
Etsy search + Etsy shop sales: live listing rows and sales counters via Apify MCP.
Speech To Text
Freeby MCP Registry · AI & ML
Whisper speech to text for podcast, audio and video URLs, 90+ languages, timestamped output.
Gemini Tts
Freeby Runapi Ai · AI & ML
RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing.
Imagepay
Freeby Neuralmint · AI & ML
ImagePay MCP: 40 x402 paid API tools (OCR, PDF, image, QR, tabular, web). Pay per call on Base.
Ollama
Freeby True Alter · AI & ML
Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.
Gemini Upgrade Qa
Freeby Clauxel · AI & ML
Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.
WebEmbedding
Freeby Jongko54 · AI & ML
Source-first URL clone, capture, rebuild, and fidelity verification tools.
Huggingface
Freeby Pipeworx Io · AI & ML
Hugging Face Hub MCP — models, datasets, spaces
Ask Llm
Freeby Lykhoyda · AI & ML
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully local
Climate Risk Agent
Freeby AswaniSahoo · AI & ML
Search IPCC AR6 WG1 and answer with page-level citations, or refuse when unsupported.
Autowhisper
Freeby Xnjiang · AI & ML
Drive your AutoWhisper AI CMO to generate and publish marketing content from any MCP client.
1nfer Agent Tools
Freeby Hesoyambusiness · AI & ML
Inspect 1NFER models, crypto funding terms and task cost without keys or paid calls.
Calypso
Freeby Calypso So · AI & ML
Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.
Whisper Transcribe
Freeby ZahiriNatZuke · AI & ML
Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.
API
Freeby Sercanmetalore · AI & ML
RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…
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.