AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Elasticsearch MCP Server
Connects to Elasticsearch databases using the Model Context Protocol, allowing users to query and interact with their Elasticsearch indices through natural language conversations.
Amadeus Agent
A proof-of-concept MCP server that allows LLM agents to query live flight booking information via Amadeus, including cheapest tickets, destinations, and airline routes.
ZeroBounce MCP Server
A Model Context Protocol server that allows interaction with the ZeroBounce email validation service, enabling users to validate individual emails, check account credits, and perform bulk validations.
Claude MCP Server Integration
Integration project for Model Context Protocol (MCP) servers with Claude Desktop App, enabling filesystem operations, development support, and file management through natural language.
Kakuyomu MCP Server
An MCP server that enables LLM agents to interact with the Japanese novel publishing site Kakuyomu, providing tools for searching works, retrieving episode lists, and reading content.
Polygon MCP Server
A Model Context Protocol server that enables users to interact with Polygon.io API for retrieving financial market data including ticker details, quotes, aggregates, market status and news.
Perplexica MCP Server
A Model Context Protocol server that acts as a proxy to provide LLM access to Perplexica's AI-powered search engine, enabling AI assistants to perform searches with various focus modes.
Video Metadata MCP Server
Manages sports video metadata with CRUD operations for game information, teams, scores, and statistics. Enables advanced search filtering by game type, teams, league, season, and date ranges through PostgreSQL integration.
Remote MCP Server (Authless)
A deployable Cloudflare Workers service that implements Model Context Protocol without authentication, allowing AI models to access custom tools via clients like Claude Desktop or Cloudflare AI Playground.
OneNote MCP Server
A Model Context Protocol server that enables AI language models like Claude to securely interact with Microsoft OneNote data, allowing for reading, writing, searching, and comprehensive editing of notebooks, sections, and pages directly through an AI interface.
MCP4Amazon
An MCP server that enables large language models to directly access and analyze Amazon product information, including product details, variants, and reviews.
MySQL MCP Server
Provides secure access to MySQL databases for AI assistants, enabling safe SQL queries, table information retrieval, and data insertion with built-in security protections.
MCP Filesystem Server
A Model Context Protocol server adapted for Google Cloud Platform that enables secure file operations (reading, writing, editing, searching) with access control for specific directories.
Hexiaoyi MCP
A powerful toolkit that enables seamless interaction with EVM-compatible networks through natural language processing and AI assistance, allowing users to manage wallets, launch tokens, and interact with blockchain networks.
MCP Template
A template for building Model Context Protocol servers that allow AI assistants to interact with custom data and services through queryable resources and specialized tools.
Cloudflare Playwright MCP
Enables AI assistants to control a browser through a set of tools, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.
Mattermost MCP Server
A Model Context Protocol server that enables Claude to interact with Mattermost instances, supporting post management, channel operations, user management, and reaction management.
Jira MCP Server
A Model Context Protocol server that provides access to JIRA issue data stored in CSV files, enabling AI assistants to query, filter, and analyze JIRA issues through standardized tools.
MCP Server
A local middleware Node.js application for Windows that enables seamless communication between LLM-based tools like Copilot Agents, providing access to local guide files and custom prompts through built-in tools.
ManaMurah MCP Server
An AI-optimized Model Context Protocol server for querying Malaysian consumer goods prices from official KPDN Pricecatcher data, enabling natural language price searches and comparisons across regions.
Pollinations Multimodal MCP Server
A Model Context Protocol server that enables AI assistants like Claude to generate images, text, and audio directly through Pollinations APIs using a lightweight stdio transport design.
MCPDB - Database Access MCP Server
Provides Claude Desktop with secure access to multiple database connections, allowing users to query MySQL, PostgreSQL, SQLite, and SQL Server databases directly through natural language.
CLP MCP Server
An MCP server implementation that allows Claude to read and process CLP (Compact Log Protocol) files, supporting both stdio and SSE/HTTP communication methods.
Playwright MCP
A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.
Remote MCP Server
A serverless solution for deploying authentication-free Model Context Protocol (MCP) servers on Cloudflare Workers, allowing users to create custom AI tools that can be accessed from Cloudflare AI Playground or Claude Desktop.
Remote MCP Server (Authless)
A Cloudflare Workers-based MCP server that enables AI tools without requiring authentication, allowing connection from Claude Desktop or the Cloudflare AI Playground.
Moom MCP Server
A Model Context Protocol server that enables programmatic control of Moom window layouts on macOS through natural language commands in Claude Desktop.
Tavily Search MCP Server
A Model Context Protocol server that enables web search capabilities using the Tavily API, allowing AI models to retrieve current information from the internet through natural language commands.
Weather MCP Server
Provides real-time weather forecasts and alerts by fetching data from the National Weather Service API, allowing Claude to answer weather-related questions with up-to-date information.
solmail
Send physical mail with Solana cryptocurrency - AI agents can send real letters worldwide