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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Gmail Assistant MCP

A productivity-focused MCP server that automates Gmail management by fetching unread messages and drafting personalized replies using Claude and style guidelines from Google Docs.

3 tools

Make

An MCP server that integrates with the Make automation platform to list and trigger workflows (scenarios) directly from an AI assistant.

2 tools

Luskad MCP

Provides access to coding standards, project documentation, and development rules from Luskad.com to help AI assistants adhere to team-specific guidelines.

2 tools

MCP JSONDiff Kel

An efficient MCP server utilizing the deepdiff engine to perform deep comparisons between JSON objects or strings, specifically designed for AI agents to identify data disparities accurately.

1 tool

Todo MCP Server

A comprehensive MCP server for task management that enables AI assistants to create, modify, and analyze todos using structured tools and resources.

5 tools

API Tester (OpenAI)

An MCP server that enables Claude to perform HTTP requests (GET, POST, PUT, DELETE) and interact with OpenAI services for text and image generation.

6 tools

LGTM Dog MCP

An MCP server that fetches random dog images from the Dog CEO API and overlays them with 'LGTM' text for quick code review approval. It provides automated image processing and local file saving capabilities directly through Claude.

1 tool

Appmixer MCP

A powerful MCP server that bridges LLMs with Appmixer's automation platform, allowing agents to manage workflows and interact with SaaS products through a dynamic MCP Gateway.

8 tools

Remote MCP Server on Cloudflare (Without Auth)

A boilerplate template for deploying a remote Model Context Protocol server on Cloudflare Workers using Server-Sent Events (SSE). It provides a foundation for developers to build and host custom tools that can be accessed by clients like Claude Desktop or the Cloudflare AI Playground.

Oscribble MCP Server

A companion MCP server for the Oscribble task manager that allows AI assistants to manage projects by listing, tracking, and updating tasks via local JSON storage.

6 tools

ParticlePhysics MCP Server

A specialized MCP server that provides real-time access to the Particle Data Group (PDG) database, allowing users to search for particle properties and decay modes.

2 tools

MCP Partidos de Fútbol

A Python-based MCP server that scrapes real-time football data from major sources like ESPN and BBC Sport, providing structured match schedules, broadcasting info, and importance scoring.

4 tools

Gmail MCP Server

A comprehensive MCP server that enables AI assistants to search, read, send, and manage Gmail messages and conversation threads using secure OAuth2 authentication.

8 tools

Gmail MCP Server

Enables interaction with Gmail through OAuth 2.0 authentication, allowing users to fetch unread emails and create draft replies that are properly threaded with original conversations.

EdgeOne Pages MCP

Enables seamless deployment of HTML content and full-stack projects to Tencent Cloud EdgeOne Pages, providing instant public URLs and high-performance edge delivery via KV storage.

3 tools

dev-prompt-mcp

A flexible MCP server that exposes customizable YAML/JSON prompt templates as interactive tools, featuring hot-reloading for code review, refactoring, and AI-assisted service generation.

7 tools

Unsloth AI Documentation MCP Server

A specialized MCP server that provides real-time access to Unsloth AI documentation, allowing AI assistants to search for installation guides, supported models, and fine-tuning tutorials.

5 tools

Personal Research Assistant MCP

A semantic search and document retrieval server that enables conversational querying of personal research libraries (PDF, DOCX, MD) using vector embeddings and ChromaDB.

3 tools

Neo4j MCP Server

A Neo4j MCP server that enables AI assistants to perform Cypher queries, manage database schema, manipulate graph data, and run graph algorithms using natural language.

10 tools

Zenrus MCP

A specialized financial MCP server that provides real-time USD/EUR exchange rates and Brent crude oil prices sourced from zenrus.ru, including tools for currency-based oil purchasing power calculations.

7 tools

ChromaDB MCP Server

A comprehensive MCP server for ChromaDB that enables AI assistants to perform vector database operations, including collection management, document CRUD, and semantic similarity searches with support for multiple embedding providers.

11 tools

DuckDuckGo Web Search

MCP (Model Context Protocol) Server. Integrates with DuckDuckGo to provide web search capabilities, enabling quick and easy text searches with customizable result limits for applications.

Google Calendar MCP Server

A professional-grade MCP server for managing Google Calendar schedules, featuring full event lifecycle management and specialized multimodal support for extracted events from screenshots and images.

5 tools

Strava

A Strava integration for the Model Context Protocol that allows users to analyze athletic performance, check training loads, and receive personalized workout recommendations based on their activities.

3 tools

MCP Presidio

An MCP server providing comprehensive PII detection and anonymization using Microsoft Presidio, capable of handling 25+ entity types across plain text and structured JSON data.

10 tools

Remote MCP Server on Cloudflare

A Model Context Protocol server template for Cloudflare Workers that includes built-in OAuth authentication and SSE transport support. It serves as a secure bridge for hosting remote tools accessible from Claude Desktop or other MCP clients.

1 tool

FAR Oracle

MCP (Model Context Protocol) Server. Search Federal Acquisition Regulations for government contracting information.

TwitterAPI MCP Server

A robust MCP server for interacting with Twitter via TwitterAPI.io, allowing for searching tweets, retrieving user profiles, and posting content without needing an official Twitter developer account.

11 tools

commit-to-pr-mcp

A specialized MCP server that resolves git commit hashes, branch names, or PR numbers into comprehensive GitHub Pull Request metadata using the GitHub CLI.

1 tool

Open-E JovianDSS REST API Documentation MCP Server

A specialized MCP server that provides intelligent access to Open-E JovianDSS REST API documentation, enabling developers to search, analyze endpoints, and compare version differences using natural language.

5 tools