AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
minecraft-mcp-server
A Minecraft bot server powered by Mineflayer that allows AI assistants to navigate, build, and interact with the Minecraft world through Model Context Protocol.
abell
A low-level, framework-agnostic static site generator designed for building highly flexible static sites with minimal learning curve and JavaScript integration.
Web Search MCP
A server that provides full web search, summaries and page extration for use with Local LLMs.
claude-pilot
✈︎ Production-Grade Development with Claude Code. Tests enforced. Context preserved. Quality automated.
Resend Email
A professional-grade MCP server for sending emails via the Resend API, supporting scheduled delivery, HTML content, and advanced recipient options directly from AI agents like Claude and Cursor.
joinly
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Google Meet). Enables AI agents to send bots to online meetings, gather live transcripts, speak text, and send messages in the meeting chat.
pdf-reader-mcp
📄 Production-ready MCP server for PDF processing - 5-10x faster with parallel processing and 94%+ test coverage
mcpstore
A comprehensive orchestration layer for MCP (Model Context Protocol) services that enables developers to manage, group, and adapt MCP tools for major AI frameworks like LangChain and AutoGen.
Godot Script Integration
A comprehensive MCP server that enables AI assistants to interact directly with the Godot Engine, allowing for real-time script editing, scene tree manipulation, and project management.
Archestra.AI
Archestra.AI is an open-source enterprise MCP gateway and orchestrator designed to centralize MCP server management, provide security governance against prompt injections, and monitor AI infrastructure costs.
Meta Ads Remote MCP
Remote MCP server to interact with Meta Ads API - access, analyze, and manage Facebook, Instagram, and other Meta platforms advertising campaigns.
ai-trader
A Backtrader-powered framework for algorithmic trading that provides an MCP server for LLMs to execute backtests, fetch market data, and analyze trading strategies using natural language.
Apple Script
MCP server that lets LLM run AppleScript code to to fully control anything on Mac, no setup needed.
MCP
A comprehensive remote MCP server providing advanced web search, markdown content extraction, and semantic analysis via Jina AI's Reader, Embeddings, and Reranker APIs.
Software Planning Tool
MCP (Model Context Protocol) Server. Guides developers through a structured, question-based approach to break down software goals into actionable implementation plans with detailed task lists, complexity scores, and code examples.
CoexistAI
A modular research assistant framework that provides MCP tools for web searching, Reddit and YouTube analysis, location mapping, and repository exploration. It enables automated research workflows through LLM-powered summarization and data extraction from diverse digital sources.
GhidrAssistMCP
A robust Ghidra extension that implements the Model Context Protocol, allowing AI assistants to perform complex reverse engineering tasks such as decompilation, cross-referencing, and structural modifications across multiple binary files.
mcp-server-motherduck
A robust MCP server for DuckDB and MotherDuck that enables high-performance SQL analytics, hybrid local/cloud execution, and S3 data processing directly within AI assistants.
volcano-agent-sdk
🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.
BioMCP
- Biomedical research assistant server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
memento-mcp
Knowledge graph memory system built on Neo4j with semantic search, temporal awareness.
A-Stock
A specialized MCP server for retrieving A-share stock market data, including basic info, financial records, and technical indicators for the Shanghai and Shenzhen main boards.
groundhog
Groundhog's primary purpose is to teach people how Cursor and all these other coding agents work under the hood. If you understand how these coding assistants work from first principles, then you can drive these tools harder (or perhaps make your own!).
mcp-searxng
An MCP server that integrates with any SearXNG instance to provide comprehensive web search capabilities and Markdown-formatted URL content extraction.
Microsoft 365
MCP server that connects to Microsoft Office and the whole Microsoft 365 suite using Graph API (including Outlook/mail, files, Excel, calendar)
volcano-sdk
The Volcano SDK is a TypeScript framework designed for building multi-provider AI agents that orchestrate MCP tools, supporting advanced patterns like parallel execution and multi-agent delegation.
mcp-redis
The official Redis MCP Server provides a natural language interface for AI agents to manage and search Redis data structures including hashes, lists, streams, and JSON documents, with integrated vector search capabilities.
SQL Alchemy
A robust SQLAlchemy-based MCP server that connects Claude to various SQL databases like PostgreSQL, MySQL, and SQLite for schema exploration and data analysis. It features connection pooling, smart result truncation, and integration for handling large datasets.
Airtable
Read and write access to Airtable databases, with schema inspection.
Baidu Map
Baidu Map MCP Server provides tools for AI agents to interact with Baidu Maps APIs, enabling location-based services and geospatial data analysis.