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

Free

by MCP Registry · AI & ML

LLM Observability & Orchestration Agent (Langchain)

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8.0
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Structured Output Agent Openai

Free

by MCP Registry · AI & ML

Structured Output Agent (Openai)

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0
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8.0
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Traced Openai Langchain Agent

Free

by MCP Registry · AI & ML

Traced OpenAI LangChain Agent

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0
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8.0
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Oauth Langchain Openai Agent

Free

by MCP Registry · AI & ML

OAuth LangChain OpenAI Agent

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0
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8.0
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DARWIN

Free

by Brightdotdev · AI & ML

Local-first RAG engine with MCP server for AI agent integration.

1
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0
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4.2
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Vectordecisions

Free

by NikitaDatar · AI & ML

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

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7.5
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Docs

Free

by MCP Registry · AI & ML

Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.

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0
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8.0
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Google Sign In Langchain Agent

Free

by MCP Registry · AI & ML

Google Sign-In LangChain Agent

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0
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8.0
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Gemini Media

Free

by Mordor Forge · AI & ML

Generate images (Nano Banana), video (Veo, Gemini Omni), speech and music (Lyria) with Google models

9
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0
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10.0
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Carvector

Free

by Carvectorio · AI & ML

Vehicle specs, federal recalls, complaints, TSBs, investigations and OBD-II DTC data for AI agents.

1
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0
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10.0
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Gemini Researcher

Free

by CapyBearista · AI & ML

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

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0
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7.2
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Gemini Code Context

Free

by Qmediat · AI & ML

Codebase Q&A for Claude Code through Gemini's 1M-token window, with workspace scans and caching.

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0
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10.0
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Gemini

Free

by Chris Hall · AI & ML

Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) image models.

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0
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9.3
Security
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ossian-mcp

Free

by dockndevai · AI & ML

Ask your own documents with citations, plus durable memory for agents. Safe by default.

2
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0
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8.2
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Mcp

Free

by MCP Registry · AI & ML

Public, read-only MCP server for FarmNeural company facts, packages, and capabilities.

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8.0
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Math

Free

by Andylbrummer · AI & ML

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

2
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0
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9.2
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Database

Free

by MCP Registry · AI & ML

Operate your Vector Panda collections: search and upsert vectors, schema, measured indexes, exports.

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0
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8.0
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A2awire

Free

by Ee324 · AI & ML

New Hugging Face Spaces: fresh AI app demos & UIs. Register in-session — free testnet funds.

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0
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8.0
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PDF Highlighter MCP Server

Free

by User · AI & ML

Extract and highlight keywords, summarizations, and critical clauses in PDFs automatically.

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0
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4.2
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A2awire

Free

by Ee324 · AI & ML

New AI models on HuggingFace: releases, weights. Register in-session — free testnet funds.

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0
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8.0
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A2awire

Free

by Ee324 · AI & ML

New HF datasets: releases, licenses, updates. $0.01/query. Register in-session — free testnet funds.

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0
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8.0
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A Pay

Free

by Neuralaisofficial Lang · AI & ML

Universal HTTP 402 Micropayment Protocol & Autonomous Economic Settlement Engine for AI Agents

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0
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8.0
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Namewhisper

Free

by Eggybug42069 · AI & ML

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

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0
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4.8
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Openai Api Agent Project

Free

by Aicastle School · AI & ML

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

11
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0
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9.8
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Gemini Vision

Free

by Artin0123 · AI & ML

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

2
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0
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10.0
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Test Coverage

Free

by Goldbergyoni · AI & ML

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

42
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0
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7.0
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Company Social

Free

by GeminiGeorge22 · AI & ML

Company social handles (LinkedIn, Instagram, X, Facebook, YouTube) via Apify MCP.

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0
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10.0
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Inference AIops

Free

by AIops Tools · AI & ML

Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.

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0
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6.6
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NeuralTech

Free

by Hasanaydin7 · AI & ML

Angular UI expert for NeuralNg discovery, composition, validation, icons and project-aware themes.

11
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0
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9.7
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Gemini Image Studio

Free

by Udhaykumarbala · AI & ML

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

1
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0
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10.0
Security
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A2awire

Free

by Ee324 · AI & ML

OpenAI announcements: models, releases, news. $0.01/query. Register in-session — free testnet funds.

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0
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8.0
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Gemini Omni

Free

by Runapi Ai · AI & ML

RunAPI MCP server for Gemini Omni: create tasks, poll status, check pricing.

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0
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5.7
Security
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Vectorize Mcp Setup

Free

by Dudko Dev · AI & ML

Hosted MCP front door to the Vectorize API: raster-to-vector tracing to SVG, PDF, EPS or DXF.

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0
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10.0
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Etsy Sales

Free

by GeminiGeorge22 · AI & ML

Etsy search + Etsy shop sales: live listing rows and sales counters via Apify MCP.

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0
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10.0
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Speech To Text

Free

by MCP Registry · AI & ML

Whisper speech to text for podcast, audio and video URLs, 90+ languages, timestamped output.

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0
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8.0
Security
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Gemini Tts

Free

by Runapi Ai · AI & ML

RunAPI MCP server for Gemini TTS: create tasks, poll status, check pricing.

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0
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5.7
Security
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Imagepay

Free

by Neuralmint · AI & ML

ImagePay MCP: 40 x402 paid API tools (OCR, PDF, image, QR, tabular, web). Pay per call on Base.

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0
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10.0
Security
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Ollama

Free

by True Alter · AI & ML

Wraps local Ollama models so bulk generation runs on your own hardware, not a paid API.

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0
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5.2
Security
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Gemini Upgrade Qa

Free

by Clauxel · AI & ML

Remote MCP for Gemini upgrade evals, prompt regressions, output diffs, and eval receipts.

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0
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10.0
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WebEmbedding

Free

by Jongko54 · AI & ML

Source-first URL clone, capture, rebuild, and fidelity verification tools.

5
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0
Installs
10.0
Security
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Huggingface

Free

by Pipeworx Io · AI & ML

Hugging Face Hub MCP — models, datasets, spaces

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0
Installs
10.0
Security
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Ask Llm

Free

by Lykhoyda · AI & ML

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

18
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0
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10.0
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Climate Risk Agent

Free

by AswaniSahoo · AI & ML

Search IPCC AR6 WG1 and answer with page-level citations, or refuse when unsupported.

1
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0
Installs
9.0
Security
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Autowhisper

Free

by Xnjiang · AI & ML

Drive your AutoWhisper AI CMO to generate and publish marketing content from any MCP client.

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0
Installs
4.2
Security
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1nfer Agent Tools

Free

by Hesoyambusiness · AI & ML

Inspect 1NFER models, crypto funding terms and task cost without keys or paid calls.

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0
Installs
4.2
Security
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Calypso

Free

by Calypso So · AI & ML

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

2
Stars
0
Installs
7.3
Security
No ratings yet
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Whisper Transcribe

Free

by ZahiriNatZuke · AI & ML

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

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0
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10.0
Security
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API

Free

by Sercanmetalore · AI & ML

RAG-as-a-service MCP sunucusu — çok-kiracılı koleksiyon yönetimi, metin ingest (chunk+embed+upsert,…

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0
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8.0
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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.