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

Free

by Msjsc001 · AI & ML

Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.

45
Stars
0
Installs
4.5
Security
No ratings yet
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Perfectvector

Free

by MCP Registry · AI & ML

Image to SVG with a vectorization model we trained in-house. Clean, editable logos, icons, line art.

-
Stars
0
Installs
8.0
Security
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Whisperr

Free

by MCP Registry · AI & ML

Install the Whisperr retention SDK, verify received events, and read churn and retention data.

-
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0
Installs
8.0
Security
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Gemini Image

Free

by JimothySnicket · AI & ML

Google Gemini image generation, editing, and local processing via MCP

1
Stars
0
Installs
7.0
Security
No ratings yet
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Huggingface

Free

by Pipeworx Io · AI & ML

Hugging Face Hub MCP — models, datasets, spaces

-
Stars
0
Installs
10.0
Security
No ratings yet
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Arrumou Neural

Free

by Brunoreisportela · AI & ML

Manage vacation rentals, bookings, calendars and operations with OAuth and action approvals.

-
Stars
0
Installs
10.0
Security
No ratings yet
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Llm Orchestration Agent Langchain

Free

by MCP Registry · AI & ML

LLM Orchestration Agent (Langchain)

-
Stars
0
Installs
8.0
Security
No ratings yet
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Authenticated Mcp Agent Openai

Free

by MCP Registry · AI & ML

Authenticated MCP Agent (Openai)

-
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0
Installs
8.0
Security
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Mlflow

Free

by Us All · AI & ML

MLflow MCP — experiments, runs, registered models, versions, traces, assessments (MLflow 3)

1
Stars
0
Installs
10.0
Security
No ratings yet
Local

Llm Orchestration Agent Openai

Free

by MCP Registry · AI & ML

LLM Orchestration Agent (Openai)

-
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0
Installs
8.0
Security
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Llm Orchestration Agent Langchain Openai

Free

by MCP Registry · AI & ML

LLM Orchestration Agent (Langchain Openai)

-
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0
Installs
8.0
Security
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Llm Orchestration Agent Langchain Anthropic

Free

by MCP Registry · AI & ML

LLM Orchestration Agent (Langchain Anthropic)

-
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0
Installs
8.0
Security
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Llm Orchestration Agent Langchain Core

Free

by MCP Registry · AI & ML

LLM Orchestration Agent (Langchain Core)

-
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0
Installs
8.0
Security
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Structured Output Mcp Agent Langchain Core

Free

by MCP Registry · AI & ML

Structured Output MCP Agent (Langchain Core)

-
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0
Installs
8.0
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Chart Openai Python Package Downloads Pypi Growth

Free

by MCP Registry · AI & ML

Between 31 Aug–6 Sep and 25 Sep–1 Oct, anthropic's PyPI downloads grew 25% and openai's 14%,.

-
Stars
0
Installs
8.0
Security
No ratings yet
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Humanizer PRO MCP

Free

by khadinakbarlabs · AI & ML

Humanize text, scan AI-style signals, and check word balance with OAuth MCP.

-
Stars
0
Installs
8.2
Security
No ratings yet
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Langchain Login And Token Agent

Free

by MCP Registry · AI & ML

LangChain Login and Token Agent

-
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0
Installs
8.0
Security
No ratings yet
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Llm Observability Orchestration Agent Langchain Community

Free

by MCP Registry · AI & ML

LLM Observability & Orchestration Agent (LangChain Community)

-
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0
Installs
8.0
Security
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Llm Observability Orchestration Agent Langchain

Free

by MCP Registry · AI & ML

LLM Observability & Orchestration Agent (Langchain)

-
Stars
0
Installs
8.0
Security
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Structured Output Agent Openai

Free

by MCP Registry · AI & ML

Structured Output Agent (Openai)

-
Stars
0
Installs
8.0
Security
No ratings yet
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Traced Openai Langchain Agent

Free

by MCP Registry · AI & ML

Traced OpenAI LangChain Agent

-
Stars
0
Installs
8.0
Security
No ratings yet
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Oauth Langchain Openai Agent

Free

by MCP Registry · AI & ML

OAuth LangChain OpenAI Agent

-
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0
Installs
8.0
Security
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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

-
Stars
0
Installs
7.5
Security
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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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Stars
0
Installs
8.0
Security
No ratings yet
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Google Sign In Langchain Agent

Free

by MCP Registry · AI & ML

Google Sign-In LangChain Agent

-
Stars
0
Installs
8.0
Security
No ratings yet
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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
Stars
0
Installs
10.0
Security
No ratings yet
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DARWIN

Free

by Brightdotdev · AI & ML

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

1
Stars
0
Installs
4.2
Security
No ratings yet
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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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Stars
0
Installs
10.0
Security
No ratings yet
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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
Stars
0
Installs
10.0
Security
No ratings yet
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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

-
Stars
0
Installs
7.2
Security
No ratings yet
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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
Stars
0
Installs
8.2
Security
No ratings yet
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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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0
Installs
8.0
Security
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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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Stars
0
Installs
8.0
Security
No ratings yet
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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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Stars
0
Installs
8.0
Security
No ratings yet
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PDF Highlighter MCP Server

Free

by User · AI & ML

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

-
Stars
0
Installs
4.2
Security
No ratings yet
Local

A2awire

Free

by Ee324 · AI & ML

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

-
Stars
0
Installs
8.0
Security
No ratings yet
Remote

A2awire

Free

by Ee324 · AI & ML

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

-
Stars
0
Installs
8.0
Security
No ratings yet
Remote

Etsy Sales

Free

by GeminiGeorge22 · AI & ML

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

1
Stars
0
Installs
10.0
Security
No ratings yet
Remote

Neo Agent Brain

Free

by Neomjs · AI & ML

Live runtime inspection, component tree, VDOM, state, and hot-patching bridge for Neo.mjs apps.

12
Stars
0
Installs
9.7
Security
No ratings yet
Local

Gemini Vision

Free

by Artin0123 · AI & ML

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

2
Stars
0
Installs
10.0
Security
No ratings yet
Local

NeuralTech

Free

by Hasanaydin7 · AI & ML

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

11
Stars
0
Installs
9.7
Security
No ratings yet
Local

Retro Diffusion

Free

by Retro Diffusion · AI & ML

Generate authentic pixel art - sprites, animations, and tilesets - from any MCP client

7
Stars
0
Installs
10.0
Security
No ratings yet
Remote

Whisper Memos Plugin

Free

by Whispermemos · AI & ML

Read, summarize and act on the voice memos you record with Whisper Memos.

-
Stars
0
Installs
10.0
Security
No ratings yet
Remote

Gemini Image Studio

Free

by Udhaykumarbala · AI & ML

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

1
Stars
0
Installs
10.0
Security
No ratings yet
Local

A2awire

Free

by Ee324 · AI & ML

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

-
Stars
0
Installs
8.0
Security
No ratings yet
Remote

Gemini Omni

Free

by Runapi Ai · AI & ML

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

-
Stars
0
Installs
7.5
Security
No ratings yet
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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.

-
Stars
0
Installs
10.0
Security
No ratings yet
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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.

-
Stars
0
Installs
6.6
Security
No ratings yet
Local

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.