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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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.

AlphaVantage

MCP (Model Context Protocol) Server. Bridges AlphaVantage's financial data ecosystem by providing real-time access to stock market, forex, cryptocurrency, and fundamental financial metrics for data-driven investment research and analysis.

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.

Azure DevOps

MCP (Model Context Protocol) Server. Enables AI assistants to interact with Azure DevOps work items by retrieving, creating, updating, and analyzing tasks through a FastMCP-powered interface for streamlined project management and workflow automation.

Brave Search SSE

MCP (Model Context Protocol) Server. Delivers real-time Brave Search results via Server-Sent Events (SSE), maintaining persistent connections for immediate display without polling requirements.

1 tool

Docs2Prompt

MCP (Model Context Protocol) Server. Converts documentation from GitHub repositories or websites into LLM-friendly prompts through tools for fetching from repos and URLs with GitHub authentication and response size management.

GoWeb3

Provides access to Web3 event and news data from GoWeb3.fyi, allowing users to search and analyze regional ecosystems and monthly schedules.

2 tools

DNF Gold Price & Weather

MCP (Model Context Protocol) Server. Integrates with DNF gold price and weather information APIs through a Go-based server that leverages the mark3labs/mcp-go library and kiririx/krutils package for real-time market data and meteorological information retrieval.

Knowledge Base Tools

Provides AI agents with tools to navigate, search, and manage a hierarchical knowledge base of themes, skills, and learning resources with tenant-aware JWT authentication.

Cookwith

MCP (Model Context Protocol) Server. Recipe generation and transformation tools powered by Cookwith's culinary AI

2 tools

doc2x-mcp

A tool-based MCP server that wraps Doc2x v2 API endpoints for advanced PDF and image parsing, layout analysis, and document conversion with support for asynchronous polling.

13 tools

Polymarket MCP Server

Enables AI agents to interact with the Polymarket prediction market platform to discover markets, analyze real-time pricing, and monitor public portfolio data. It provides comprehensive access to market analytics, implied probabilities, and order books through the Model Context Protocol.

timelines-mcp

A specialized MCP server designed to help Language Models maintain narrative consistency and track chronological events and character developments in long-form fiction or historical accounts.

Example MCP Server

A Node.js/TypeScript MCP server template with sample tools (ping and system_info) that demonstrates how to build custom tools for Claude Desktop using stdio transport.

Systemctl

MCP (Model Context Protocol) Server. Bridges Claude with systemd services, enabling direct management of system services through a FastMCP server that communicates using Server-Sent Events.

File Finder

MCP (Model Context Protocol) Server. Enables quick file location through natural language queries by searching filesystems based on path fragments and returning detailed metadata including name, path, size, and creation date.

1 tool