AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP PII Tools
Enables high-precision detection, anonymization, encryption and decryption of personally identifiable information (PII) in text using GPT-4o-based detection and advanced cryptographic methods. Supports both deterministic encryption for searchable data and format-preserving encryption for structured identifiers.
RAG Database MCP Server
Enables AI assistants to search and query PDF documents through a local RAG system with vector embeddings. Provides semantic document search capabilities while keeping all data stored locally without external dependencies.
Pine Script v6 MCP Server
Provides accurate Pine Script v6 coding assistance through search, completion, and reference lookup tools using a comprehensive Japanese manual database. Enables developers to quickly find functions, constants, annotations, and API specifications for TradingView Pine Script development.
Reddit MCP Server
Provides AI assistants with read-only access to Reddit's API for browsing subreddits, reading posts and comments, searching Reddit, and retrieving user/subreddit information. Enables safe exploration of Reddit content without posting capabilities through natural language interactions.
Uranium MCP Server
Enables LLMs to create and manage NFT collections and assets through the Uranium platform. Supports uploading media files, minting NFTs, and managing ERC721/ERC1155 collections on the blockchain.
MCP Todo
Enables users to manage a persistent todo list through natural language, supporting adding, listing, toggling completion status, and removing todos. Features both stdio and HTTP transports with optional authentication and JSON file storage.
vjshi-video-mcp
Search for licensed high-quality commercial videos in AI clients that support MCP protocol
bridge-metrics-mcp
An MCP server that provides real-time cross-chain bridge metrics, enabling AI agents to analyze liquidity, transaction flows, and performance across blockchain networks.
Twilio MCP Server
Enables AI assistants to interact with all Twilio APIs through the Model Context Protocol. Supports SMS, voice, messaging, and other Twilio services with secure authentication and configurable API filtering.
cowork-history
Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors
TypeScript Definitions MCP Server
Provides AI assistants with instant access to TypeScript type definitions from your project dependencies. Enables generation of complete, type-safe mocks and test data by automatically discovering and exposing interface structures from node_modules.
MCP Database Server
Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through natural language. Supports executing queries, managing tables, exporting data, and storing business insights with authentication options including AWS IAM.
Sleeper Fantasy MCP
Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.
File Manager MCP Server
Provides secure file system operations for AI assistants including directory listing, file reading/writing, deletion, searching, and copying. Features safety controls like path validation, permission checks, and file size limits.
YouTube MCP Server
Enables interaction with YouTube through the YouTube Data API, allowing users to search for videos, playlists, and channels, generate video titles using AI, and manage YouTube content through natural language commands.
Test Generator MCP Server
Enables automatic generation of test scenarios from user stories uploaded to Claude desktop. Leverages MCP integration to streamline the test case creation process for development workflows.
Guardian News MCP Server
Enables users to search for the latest news articles from The Guardian using keywords and check service status. Provides access to Guardian's news content through their API with configurable result limits.
A2ABench
Agent-native developer Q&A with REST, MCP, and A2A discovery endpoints.
janus-mcp
Janus MCP is a server that enables AI assistants to understand and interact with OpenAPI specifications. It provides your AI with deep insight into API structures, making API integration projects faster and more accurate.
SpiderFoot MCP Server
Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.
fast-mcp-telegram
Connect to Telegram: search, send, edit
Website Generator MCP Server
Generates HTML, CSS, JavaScript components and complete websites using free LLMs (Groq and Google Gemini). Supports multiple AI models for creating web content through natural language prompts.
EX MCP Server
Provides unified development tools including code analysis, debugging, refactoring, documentation, testing, and project automation through multiple LLM providers (KIMI, GLM, OpenRouter). Features agentic audit capabilities with multi-model consensus for finding issues and generating direct fixes.
Fin-MCP Payment Server
Enables AI agents to interact with multiple payment providers (Stripe, Paystack) through a unified API. Supports payment initialization, verification, refunds, customer management, and invoicing without requiring knowledge of specific provider implementations.
Pinecone MCP Server
Enables AI assistants to perform semantic search, manage vectors, and interact with Pinecone vector databases through standardized MCP tools. Supports querying, upserting, deleting vectors and monitoring database statistics for knowledge base operations.
YouTube Transcript MCP Server
Enables fetching, searching, and analyzing YouTube video transcripts in multiple languages using yt-dlp. Supports timestamp filtering, language detection, and transcript summaries with robust error handling for production use.
Wayback Machine MCP Server
Provides access to the Internet Archive Wayback Machine to list snapshots, fetch archived web pages, and search archive.org items. Enables retrieval of historical website content and metadata through natural language queries.
Tencent Cloud COS MCP Server
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protocol. Supports file upload, download, deletion, listing objects, and generating temporary signed URLs for cloud storage management.
Amplemarket Knowledge Base MCP Server
Enables access to Amplemarket's knowledge base through Pylon's API. Supports searching articles, retrieving full content, and browsing collections with built-in caching for improved performance.
whoop-tracker-mcp-server
A lightweight MCP server for integrating with the Whoop API v2. Built for use with Claude Desktop and other MCP clients.