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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Verodat

4

Interact with Verodat AI Ready Data platform

10 tools

Unreal Engine Remote Execution

4

MCP (Model Context Protocol) Server. Bridges AI tools with Unreal Engine through remote execution protocols, enabling Python command execution for game development, automated testing, and content creation workflows.

Brasil API

4

MCP (Model Context Protocol) Server. Integrates with Brasil API to provide access to Brazilian data services including postal codes, company information, banking data, geographic information, and domain registration checks.

11 tools

PyTorch HUD

4

MCP (Model Context Protocol) Server. Provides a PyTorch CI/CD analytics API for investigating build failures, analyzing test flakiness, and monitoring performance trends across the PyTorch infrastructure.

10 tools

FocusRelayMCP

4

Talk to your OmniFocus tasks. An MCP server that lets AI assistants query your tasks, projects, and tags using natural language—no more clicking through endless lists.

Wahoo MCP Server

4

An MCP server for the Wahoo Cloud API that allows users to manage and retrieve fitness data including workouts, routes, training plans, and power zones using OAuth 2.0.

9 tools

Typesense Candidate Search

4

MCP (Model Context Protocol) Server. Integrates with Typesense search to enable natural language queries for candidate profiles and resumes with powerful filtering, sorting, and grouping capabilities for recruitment workflows.

1 tool

OSM Edit MCP Server

4

A comprehensive MCP server for interacting with OpenStreetMap data, providing tools for searching geographic locations, validating coordinates, exploring map features, and performing secure edits via OAuth.

13 tools

ScriptFlow

4

Transform complex, repetitive AI interactions into persistent, executable scripts with comprehensive script management (add, edit, remove, list, search, execute) and multi-language support (Bash, Python, Node.js, TypeScript).

6 tools

sherlock-mcp

4

A specialized MCP server integrating the Sherlock OSINT tool to perform username enumeration across over 400 social media platforms, designed for investigators and journalists to verify digital identities.

1 tool

Jina AI

4

MCP (Model Context Protocol) Server. Integrates with Jina's AI services to provide efficient handling of language and multimodal AI requests for applications requiring natural language processing and image analysis.

3 tools

lolGPT (League of Legends Esports)

4

A specialized MCP server for League of Legends that provides AI-powered match simulations and performance comparisons between summoners based on their last 10 games of historical data.

1 tool

Whodis (Domain Availability Checker)

4

A specialized MCP server that provides bulk domain availability checking via WHOIS lookups, allowing users to verify if multiple domain names are available for registration.

1 tool

Tavily

4

MCP (Model Context Protocol) Server. Integrates the Tavily search API to enable web searches and information retrieval for fact-checking and research tasks.

2 tools

Program Integrity Alliance (PIA)

4

Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on Docker MCP Catalog. See our website for more details.

13 tools

github-mcp-server

4

A high-performance GitHub automation server featuring a code-first architecture that reduces token usage by 98%. It provides over 100 tools for comprehensive repository, issue, PR, and GitHub Actions management through an optimized secure execution environment.

62 tools

Terminal MCP Server

Needs Setup
4

A terminal interaction server that functions like Playwright for terminal applications, allowing AI agents to control CLI tools via a structured Terminal State Tree.

10 tools

Pinata IPFS

4

A Pinata IPFS integration for Claude that enables uploading, searching, and managing files and groups on both public and private IPFS networks.

macOS Mail MCP Bridge

4

A tool that bridges macOS Mail and AI assistants, allowing direct access to email content, thread tracking, and attachment extraction by reading local .emlx files via the Model Context Protocol.

6 tools

Atuin History

4

A bidirectional integration between Claude Code and Atuin history that captures bash commands executed by the AI and allows Claude to query past terminal history with rich metadata.

2 tools

gw150914-mcp-signal-search

4

🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.

GitHub-MCP

4

🧠🤖 MCP-compliant AI agent server in TypeScript 🚀 — Extend Claude & others with 🐙 GitHub Repos, Issues, Pull Requests & Actions superpowers! Ready-to-use executables available for macOS & Windows

44 tools

tiger-skills

Needs Setup
4

A provider-agnostic MCP server that implements Anthropic-style skills, allowing LLMs to load modular domain expertise, workflows, and scripts from local paths or GitHub repositories.

2 tools

django-admin-mcp

4

Expose Django admin models to MCP (Model Context Protocol) clients. Add a mixin to your ModelAdmin classes and let AI assistants like Claude perform CRUD operations, execute admin actions, and explore relationships—all respecting Django's permission system.

chronos-protocol

4

A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability

9 tools

canny-mcp-server

4

Canny MCP Server for Canny API integration with AI Assistants. Features Jira linking, batch operations, ETA management, company MRR tracking, and PM-focused workflows.

25 tools

mcp_server_code_extractor

4

🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract functions, classes & snippets from 30+ languages without manual parsing

6 tools

Slabby

4

A Model Context Protocol server that integrates Slab knowledge bases with AI agents, allowing them to search, read, and update documentation directly within development workflows.

4 tools

mcp-server-mcp-registry

Validated
4

A Model Context Protocol server that facilitates discovery and searching of available MCP servers within the official or custom MCP registries.

1 tool

Wolfram Alpha

4

A specialized MCP server that integrates Wolfram Alpha's computational knowledge engine to provide precise mathematical, scientific, and factual data retrieval with built-in logic for handling ambiguous queries.

2 tools