AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP Math Server
A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.
agoragentic
Agent-to-agent marketplace. Browse, invoke, and pay for AI services in USDC on Base.
Daiso MCP Server
Enables searching for Daiso products, locating nearby stores, and checking inventory status through a serverless Cloudflare Workers architecture.
depwire
Dependency graph + 10 MCP tools for AI coding. TypeScript, Python, JS, and Go.
European Parliament MCP Server
Model Context Protocol Server for European Parliament Open Data Providing AI assistants with structured access to parliamentary datasets and OSINT Intelligence Capabilities
Gmail
A Simple MCP server for Gmail with support for all basic operations with oauth2.0.
mcp-ai-agents-template
A Model Context Protocol (MCP) TypeScript template with multi agents that can send Emails, schedule meetings and answer knowledge-base related questions.
mcp-auth-demos
Model Context Protocol authentication demos - AI assistant integration examples
Gcore
Interact with Gcore platform services via LLM assistants, providing unified access to CDN, GPU Cloud & AI Inference, Video Streaming, WAAP, and cloud resources including instances and networks.
Hiveflow
Create, manage, and execute agentic AI workflows directly from your assistant.
Thingiverse
MCP (Model Context Protocol) Server. Provides a bridge to the Thingiverse API for searching, browsing, and retrieving 3D model information from the popular 3D printing community using Puppeteer.
Solana Docs
MCP (Model Context Protocol) Server. Fetches and parses Solana blockchain documentation, enabling real-time access to development information for accurate query responses and blockchain-related assistance.
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.
Tavily
MCP (Model Context Protocol) Server. Integrates the Tavily search API to enable web searches and information retrieval for fact-checking and research tasks.
NASA CMR (Common Metadata Repository)
MCP (Model Context Protocol) Server. Bridges to NASA's Common Metadata Repository for searching and retrieving Earth science datasets by date range, provider, and keywords with structured information including concept IDs and descriptions.
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.
URL Fetcher
MCP (Model Context Protocol) Server. Enables fetching and processing content from URLs in various formats including HTML, JSON, Markdown, and plain text, with specialized tools for each format type and automatic content type detection for web research and data retrieval tasks.
mie
Persistent memory graph for AI agents. Facts, decisions, entities, and relationships that survive across sessions, tools, and providers. MCP server — works with Claude, Cursor, ChatGPT, and any MCP client.
bitbucket-automatic-pr-reviewer
🤖 Automated PR reviews using Claude CLI with Bitbucket webhooks. Features sequential processing, MCP integration, Prometheus metrics, and secure webhook validation. Perfect for teams wanting AI-powered code reviews without API costs.
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.
Verodat
Interact with Verodat AI Ready Data platform
PaperSearch (arXiv)
MCP (Model Context Protocol) Server. Integrates with arXiv to enable keyword searches, paper retrieval, and tracking of recent submissions across scientific categories.
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.
CodePipeline
MCP (Model Context Protocol) Server. Enables AI assistants to manage and monitor AWS CodePipeline services through natural language commands, providing tools for pipeline execution, action approval, and metrics retrieval.
Element Selector
MCP (Model Context Protocol) Server. Chrome extension that enables developers to interactively select, capture, and store web page DOM elements with their HTML structure, computed styles, and screenshots for design analysis and debugging.
Defuddle Fetch
Fetch web content with enhanced extraction using Defuddle, converting pages to clean markdown with better results than standard HTML-to-markdown converters.
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.
MCP-A2A-Gateway
A gateway server that bridges the Model Context Protocol (MCP) and Google's Agent-to-Agent (A2A) protocol, allowing AI assistants to interact with and manage tasks across remote A2A agents.
Stellar Blockchain
MCP (Model Context Protocol) Server. Integrates with Stellar blockchain to enable wallet management, token deployment, and smart contract interactions on the Stellar testnet through dynamically generated tools
Shaka Packager
MCP (Model Context Protocol) Server. Bridges AI with Google's Shaka Packager for video analysis, transcoding, and packaging operations, enabling media workflow automation and streaming content preparation without direct command-line interaction.