AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Verodat
Interact with Verodat AI Ready Data platform
Unreal Engine Remote Execution
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
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.
PyTorch HUD
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.
FocusRelayMCP
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
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.
Typesense Candidate Search
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.
OSM Edit MCP Server
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.
ScriptFlow
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).
sherlock-mcp
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.
Jina AI
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.
lolGPT (League of Legends Esports)
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.
Whodis (Domain Availability Checker)
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.
Tavily
MCP (Model Context Protocol) Server. Integrates the Tavily search API to enable web searches and information retrieval for fact-checking and research tasks.
Program Integrity Alliance (PIA)
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.
github-mcp-server
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.
Terminal MCP Server
A terminal interaction server that functions like Playwright for terminal applications, allowing AI agents to control CLI tools via a structured Terminal State Tree.
Pinata IPFS
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
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.
Atuin History
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.
gw150914-mcp-signal-search
🌊 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
🧠🤖 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
tiger-skills
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.
django-admin-mcp
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
A robust MCP server that eliminates temporal blindness in AI coding agents through intelligent time tracking, persistent memory, and complete session traceability
canny-mcp-server
Canny MCP Server for Canny API integration with AI Assistants. Features Jira linking, batch operations, ETA management, company MRR tracking, and PM-focused workflows.
mcp_server_code_extractor
🎯 Precise code extraction for AI assistants - MCP server using tree-sitter to extract functions, classes & snippets from 30+ languages without manual parsing
Slabby
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.
mcp-server-mcp-registry
A Model Context Protocol server that facilitates discovery and searching of available MCP servers within the official or custom MCP registries.
Wolfram Alpha
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.