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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Azure DevOps MCP Server

A comprehensive MCP server for Azure DevOps providing 100 tools to manage work items, Git repositories, pull requests, pipelines, boards, and more using natural language.

100 tools

Buu AI 3D Model Generator

MCP (Model Context Protocol) Server. Provides a bridge to the Buu AI platform for generating 3D models from text prompts in various styles including Realistic, LowPoly, Voxel, and Stylized.

13 tools

SafetyCulture

MCP (Model Context Protocol) Server. Provides a bridge to the SafetyCulture API, enabling querying and analysis of workplace safety inspection data for managers and compliance teams to gain actionable insights across different time periods.

6 tools

GraReco (Grammar Recommendations)

MCP (Model Context Protocol) Server. Provides real-time grammar correction and recommendations through specialized prompts and Server-Sent Events, enabling seamless text improvement without context switching.

4 tools

Secure Filesystem

MCP (Model Context Protocol) Server. Provides secure filesystem access with strict path validation, enabling safe file operations like reading, writing, editing, and directory management through gitignore-style exclusion patterns and detailed JSON metadata.

11 tools

Git Mob

MCP server that interfaces with the git-mob CLI app for managing co-authors in git commits during pair/mob programming.

10 tools

Reddit MCP Server

A tool that enables read-only access to Reddit, allowing users to search and retrieve posts from specific subreddits using secure OAuth2 authentication.

1 tool

Chronos (Stellar Blockchain)

MCP (Model Context Protocol) Server. Enables direct interaction with the Stellar blockchain network for wallet connections, token management, balance checking, and fund transfers without requiring manual blockchain operations.

4 tools

zPlanner (Project Management)

MCP (Model Context Protocol) Server. Enables creation and management of hierarchical project plans with task tracking, progress calculation, and visual reporting through a file-based storage system.

12 tools

Unicode Steganography Puzzles

MCP (Model Context Protocol) Server. Creates and manages steganography puzzles that hide messages within Unicode characters, offering template-based generation with configurable difficulty levels and persistent storage of puzzle metadata.

2 tools

Yahoo Finance MCP Server

A Model Context Protocol server providing comprehensive financial data from Yahoo Finance, allowing users to retrieve detailed stock information, financial statements, options data, and market news.

OpenStudio MCP Server

Enables AI assistants to interact with OpenStudio building energy models through natural language, allowing users to load, inspect, and manipulate OSM files including building geometry, HVAC systems, materials, schedules, and internal loads.

Mailgun

MCP (Model Context Protocol) Server. Enables direct email sending from desktop applications using the Mailgun API, providing flexible content options like plain text and HTML for streamlined communication workflows.

Instantly MCP Server

Enables interaction with Instantly.ai email outreach platform through 31 tools across accounts, campaigns, leads, emails, and analytics. Supports both local and remote deployment with multi-tenant authentication.

GitHub

MCP (Model Context Protocol) Server. Integrates with GitHub's API to enable repository searching, information retrieval, issue management, and content generation through specialized tools and prompts for seamless development workflow management.

4 tools

ClickHouse

MCP (Model Context Protocol) Server. Connects Claude to ClickHouse databases for direct query execution and data retrieval from time-series data, analytics datasets, or large-scale data warehouses without leaving the conversation interface.

4 tools

Improve Digital Publisher MCP

An MCP server that enables publishers to integrate Improve Digital’s inventory management system with their AI tools or agents.

6 tools

RelevanceAI

MCP (Model Context Protocol) Server. Bridges Claude with RelevanceAI's API, enabling direct access to RelevanceAI tools within conversations through environment variable authentication and stdio transport.

Remote MCP Server Authless

A serverless implementation that allows deploying a remote Model Context Protocol server on Cloudflare Workers without authentication requirements, enabling AI models to use custom tools.

SecretAgent

MCP (Model Context Protocol) Server. Parses local git repositories to generate tool descriptions, create Docker containers, and integrate CodeQL for security analysis, enabling automated secret management and repository introspection.

Dedalus MCP Documentation Server

Enables AI-powered querying and serving of markdown documentation with search, Q\&A capabilities, and document analysis. Built for the YC Agents Hackathon with OpenAI integration and rate limiting protection.

Raphtory GraphQL Schema Explorer

MCP (Model Context Protocol) Server. Enables AI systems to explore and understand graph structures in Raphtory databases through GraphQL schema queries, property relationship analysis, and detailed information retrieval for effective query construction.

GitHub Repository Inspector

MCP (Model Context Protocol) Server. Integrates with GitHub repositories to enable repository searching, issue management, and pull request handling through authenticated API endpoints that format data for easy access within conversations.

mcp-server

The official PromStack MCP server that acts as a bridge to manage and execute prompts from the PromStack platform within MCP-compatible clients like Claude Desktop and Cursor.

5 tools

Mem0

MCP (Model Context Protocol) Server. Integrates with Mem0's memory storage to provide persistent memory streams with semantic search capabilities, enabling recall of user preferences and conversation history across interactions.

5 tools

Kakao Local

MCP (Model Context Protocol) Server. Integrates with Kakao's mapping APIs to provide location information within South Korea, enabling address geocoding, place searching, and detailed location data retrieval including reviews and photos.

Insurance Campaign MCP Server

Enables AI-powered insurance marketing campaign management with audience targeting recommendations and personalized content generation for different insurance products and marketing channels.

n8n Workflow

MCP (Model Context Protocol) Server. Enables AI assistants to execute n8n workflows directly via WebSocket, creating a bridge between conversation context and n8n's workflow engine in a sandboxed environment.

Watson Discovery

An MCP server that integrates with IBM Watson Discovery to enable AI assistants to perform natural language queries and manage enterprise knowledge bases.

Notion

A Notion integration for Claude that allows users to interact with pages and databases directly using page links. It enables automated note-taking and database updates through the Notion API.