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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Claude MCP Server

A lightweight Flask-based server that enables Claude AI to perform real-time web searches via DuckDuckGo during conversations, allowing the AI to access current information.

Odoo MCP Server

An implementation that integrates with Odoo ERP systems, enabling AI assistants to interact with Odoo data and functionality through the Model Context Protocol.

Strava MCP

A Claude MCP server that lets users query and analyze their Strava activity data by connecting to the Strava API.

302AI File Parser MCP Server

An MCP server that parses files for Claude Desktop, requiring a 302AI API key for operation.

BoardGameGeek MCP Server

An MCP server that integrates with the BoardGameGeek XML API, allowing Claude to search for board games, retrieve game details, and access user collections.

MCP Anthropic Server

An MCP server that provides tools for interacting with Anthropic's prompt engineering APIs, allowing users to generate, improve, and templatize prompts based on task descriptions and feedback.

Adwords MCP

A joke/demo Model Context Protocol server that injects cringe-worthy advertisements into LLM responses, showcasing both how to build MCP servers and the risks of ad-injecting intermediaries.

Jinni: Bring Your Project Into Context

Jinni is a tool to efficiently provide Large Language Models the context of your projects. It gives a consolidated view of relevant project files complete with metadata, overcoming the limitations and inefficiencies of reading files one by one. The philosophy behind this tool is that LLM context wi

CodeAnalysis MCP Server

A comprehensive Model Context Protocol server for advanced code analysis that provides tools for syntax analysis, dependency visualization, and AI-assisted development workflow support.

UProc MCP

Official UProc Model Context Protocol server that enables AI assistants to reference and make decisions based on public web data.

302AI BrowserUse MCP Server

A Model Context Protocol server that enables Claude Desktop to browse the web, likely allowing the AI to access and interact with web content.

Meeting Room MCP Server

A simple MCP server that enables meeting room booking through an AI assistant, supporting room availability checks and booking operations with React Agent pattern for tool calling.

MCP Server on Cloudflare Workers

A proof of concept implementation of Model Context Protocol server running on Cloudflare's edge network with bearer token authentication, allowing deployed AI models to access tools via serverless architecture.

Calculator MCP

A Model Context Protocol server that provides basic calculator functionality for LLMs, enabling them to perform mathematical operations like addition, subtraction, multiplication, division, modulo, and square root.

Google Calendar - No deletion

Forked from https://github.com/epaproditus/google-workspace-mcp-server The deletion and updates on Google Calendar were removed since there were no scope to prevent deletion whilst maintaining creation capabilities.

Plex MCP Server

A Python-based MCP server that integrates with Plex Media Server API to search for movies and manage playlists in your Plex media library.

DICOM-MCP

A Model Context Protocol server that allows working with DICOM medical images through a simple note storage system.

MCP Python SDK

A Python implementation of the Model Context Protocol that allows applications to provide standardized context for LLMs, enabling creation of servers that expose data and functionality to LLM applications through resources, tools, and prompts.

Merge MCP Server

Provides integration between Merge API and LLM providers supporting the MCP protocol, allowing natural language interaction with Merge data across HRIS, ATS, and other categories.

Google MCP

This is a collection of Google-native tools (e.g., Gmail, Calendar) for the MCP protocol, designed to integrate seamlessly with AI clients like Claude or Cursor.

nf-core MCP Server

Enables users to manage and navigate nf-core bioinformatics pipeline repositories, allowing list, search, and explore operations on pipeline configurations, workflows, and modules.

302AI Sandbox MCP Server

A Model Context Protocol (MCP) server for Claude Desktop that connects to 302AI's API services, allowing users to integrate and leverage 302AI capabilities through a structured communication interface.

Odoo MCP Server

An integration tool that connects Claude AI with Odoo database, allowing users to explore Odoo models, search data, and create reports through natural language commands.

MCP-Censys

A Model Context Protocol server that enables natural language querying of the Censys Search API for domain, IP, and FQDN reconnaissance, providing information about hosts, DNS, certificates, and services in real-time.

Nia Codebase MCP

An MCP server that allows integration with Nia's codebase understanding capabilities through function calling in tools like Cursor and Claude Desktop, enabling users to analyze project structure and search codebases via natural language queries.

YCloud WhatsApp API MCP Server

A server that enables AI models like Claude to directly interact with YCloud WhatsApp API through natural language, automatically generating tools from the OpenAPI specification.

Fetch MCP Server

Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.

MySQL-MCP

A connector that gives Claude direct access to MySQL databases through the Model Context Protocol, enabling natural language querying, schema exploration, and database management.

mcp-steampipe

This is an MCP written for steampipe. This Steampipe MCP tool allows Claude to interact directly with your Steampipe installation using natural language requests. It executes provided SQL queries via the Steampipe CLI and returns the data results as JSON back to Claude.

Firestore MCP Server

An interface for interacting with Google Firestore databases directly through Claude Desktop, supporting operations like creating, reading, updating, and querying documents across collections.