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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Memory-MCP

A sophisticated persistent memory system using hybrid vector/keyword search with neural reranking to store and retrieve AI agent insights across coding sessions.

7 tools

Airbnb-Search

Chess MCP Server

A chess-playing MCP server that integrates the Stockfish engine to provide legal move validation, position tracking in FEN notation, and high-quality AI opponent moves.

3 tools

claude-session-manager

DevOps Helper MCP

Provides tools and slash commands to onboard developers and manage DevOps workflows including Git operations, Docker containerization, GitHub Actions CI/CD, GitHub Container Registry, SonarCloud code analysis, and Azure container deployments.

MCSManager MCP Server

Enables AI agents to manage Minecraft servers through MCSManager, including instance control (start/stop/restart), file management, scheduled tasks, user management, and backup operations.

Splitwise MCP Server

A specialized Splitwise management server for AI assistants featuring atomic duplicate prevention, fuzzy matching, and flexible split ratios specifically optimized for two-person expense tracking.

7 tools

MCP X++ Server

A specialized MCP server for Microsoft Dynamics 365 Finance & Operations that facilitates full lifecycle management of X++ objects including creation, modification, and dependency-safe deletion.

10 tools

MCP Git Server

A Model Context Protocol server that enables LLMs to interact with Git repositories, providing tools to read, search, and manipulate Git repositories through commands like status, diff, commit, and branch management.

CERN GitLab MCP Server

An MCP server that connects LLMs to CERN GitLab to discover and analyze High Energy Physics code, documentation, and analysis examples. It provides 14 tools for repository browsing, dependency parsing, and CI/CD configuration analysis.

Apidog MCP Server

A MCP server that allows AI tools to search, explore, and retrieve detailed documentation from Apidog projects or OpenAPI/Swagger specifications.

6 tools

cabin-flights

Search and book real flights with USDC on Base. 500+ airlines, crypto-native payments.

N8N MCP Server

Enables Claude Desktop to integrate with n8n workflow automation platform through a centralized MCP server. Provides seamless connection to n8n instances for workflow management and automation tasks.

MCP Server with Local LLM

An MCP server that enables local Large Language Model (LLM) integration, providing specialized tools for chat, code analysis, translation, and summarization directly on your own hardware.

5 tools

MUI MCP Server

A Model Context Protocol server that provides real-time access to Material-UI documentation, allowing users to search components, retrieve detailed prop information, and generate React code examples directly from official sources.

5 tools

Alai

Karenina MCP

Karenina MCP allows natural language exploration of benchmark verification results stored in SQLite. It uses hierarchical schema discovery to help AI assistants understand database structures and generate accurate SQL queries for model performance analysis.

3 tools

Fetch MCP Server

A robust Model Context Protocol server that retrieves web content and converts it into LLM-friendly markdown, featuring chunked reading to handle long pages and customizable user-agents.

1 tool

OECD-Search

EPA Air Quality System (AQS) MCP Server

A comprehensive MCP server that provides natural language access to the EPA's Air Quality System (AQS), enabling detailed queries for monitor locations, raw sample data, and hierarchical air quality summaries across the US.

31 tools

PayNow Component MCP Server

Enables LLMs to search and retrieve PayNow Component documentation directly, streamlining system integration and technical support through natural language queries.

1 tool

Slack MCP Server

A comprehensive MCP server that enables AI assistants to manage Slack workspaces through channel operations, messaging, user profile retrieval, and threaded conversations.

9 tools

Directus Task MCP Server

Enables AI assistants to manage tasks in Directus databases with automatic schema synchronization, supporting CRUD operations, filtering by status and priority, and TypeScript type safety.

Feishu/Lark OpenAPI MCP

Official Feishu/Lark OpenAPI MCP server providing comprehensive tools for message management, Bitable database operations, document processing, and calendar scheduling through the Model Context Protocol.

31 tools

MCP Performance Analyzer

A mobile application performance monitoring tool that analyzes performance data (like memory usage and view counts) to detect and alert on severe issues via the Model Context Protocol.

Polymarket MCP Server

A comprehensive MCP server for Polymarket that allows AI agents to perform market discovery, analysis, trade execution, and portfolio management with enterprise-grade safety features.

aichat

Inter-agent communication for multi-agent Claude Code workflows.

MCP Jieba Server

A high-performance Chinese text processing server based on the Rust implementation of Jieba, offering segmentation, POS tagging, and BM25-based keyword extraction for AI models.

3 tools

MCP Knowledge Vault Search Tool

A robust MCP server that enables hybrid semantic and keyword search across personal knowledge bases using the Fondu Knowledge Vault API. It features advanced reranking, multiple authentication methods, and production-ready error handling.

1 tool

taiwan-holiday