AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Polygon Blockchain
A specialized MCP server for interacting with the Polygon PoS blockchain, enabling smart contract calls, ERC20 token management, and real-time gas price tracking.
Docker Container Execution
A containerized MCP server that provides secure shell command execution, background process management, and comprehensive file operations within an isolated Docker environment via HTTP transport.
HackerNews
A comprehensive MCP server that integrates with the Algolia HackerNews API to search stories, retrieve trending posts, analyze comment threads, and access user profile data.
better-notion-mcp
Markdown-First MCP Server for Notion - Optimized for AI Agents
Bibliothèque Nationale de France (Gallica)
MCP (Model Context Protocol) Server. Enables searching and generating research reports from the Bibliothèque Nationale de France's Gallica digital library through natural language queries or specific metadata fields with automatic citation and organization.
Redis
A lightweight MCP server that bridges AI models to Redis databases, allowing LLMs to perform fast in-memory data operations including string, hash, set, and sorted set manipulations.
mcp-camunda
Tools to interact with the Camunda 7 Community Edition Engine using the Model Context Protocol (MCP). Whether you're automating workflows, querying process instances, or integrating with external systems, Camunda MCP Server is your agentic solution for seamless interaction with Camunda.
SailFish
MCP (Model Context Protocol) Server. Provides a bridge to the SailFish decentralized exchange on the EDU blockchain, enabling token swaps, liquidity pool queries, and market data analysis through a GraphQL subgraph with optimal routing capabilities.
kimcp
MCP server enabling LLMs to use Korean APIs (Naver, Kakao, etc.)
memorious-mcp
Semantic Memory for MCP. 100% Local & Private. Store, recall, and forget with vector search via ChromaDB
roberto-mcp
Simple Code Analysis MCP server, language agnostic with code indexing and search capabilities.
vytalLink
VytalLink is a digital health platform connecting personal health data—including Apple Health, Google Fit, and wearables—with AI assistants like ChatGPT and Claude. Includes a Flutter app, Node.js MCP server, and Firebase landing page. Focused on privacy and user control.
web3-mcp-hub
The definitive open-source registry of Model Context Protocol (MCP) servers for Web3, blockchain, and decentralized applications. 130+ chains, DeFi, NFTs, analytics, and identity tools
mcp-on-azure
Sample MCP Server on Azure that lists images from Blob Storage and describes them using Azure OpenAI (gpt-4o vision).
msty-admin-mcp
AI-powered administration for Msty Studio Desktop. 24 MCP tools for database insights, config sync, local model orchestration, and Claude handoff workflows.
openapi-mcp-server
Powerful bridge between OpenAPI specifications and AI assistants using the Model Context Protocol (MCP). Automatically converts any OpenAPI/Swagger API specification into MCP tools that can be used by AI assistants like Claude Desktop.
toolhive-cloud-ui
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highlighting metadata, tool capabilities, and copy-ready endpoints for fast AI agent integrations.
estonia-ai-kit
🇪🇪 AI SDK for Estonian government services - including MCP servers for Business Register, Tax Board, Open Data Portal. Connect Claude, GPT & other AI models to Estonia's digital infrastructure.
NVIDIA USDCode
Provides specialized assistance for Isaac Sim scripting, Universal Scene Description (USD) workflows, and Python API development using NVIDIA's Llama 3.1 70B USDCode model.
Business.AI.Demo
This project demonstrates how to integrate AI capabilities into a typical business application with .NET Platform It showcases a common scenario where business events flow through the system and get processed, stored, and then made available for AI-powered interactions.
sqlite-mcp-server
An enterprise-grade SQLite MCP server offering 73 specialized tools for advanced analytics, AI-native JSONB operations, vector search, and geospatial analysis with built-in SQL injection protection.
Smart Customer Support
A specialized MCP server designed to automate e-commerce customer support through features like product knowledge retrieval, order status tracking, and automated hand-off to human agents.
qarinai
Create unlimited AI chatbot agents for your website — powered by OpenAI-compatible LLMs, RAG, and MCP.
awesome-mcp
A carefully curated collection of high-quality tools, libraries, research papers, projects, and tutorials centered around Model Context Protocol (MCP) — a novel paradigm designed to enable modular, adaptive coordination between large language models (LLMs) and external tools or data contexts.
tempo-mcp
MCP server enabling AI agents to execute autonomous stablecoin payments on Tempo blockchain. Supports single/batch payments, scheduled transfers, token swaps, and balance queries with built-in spending limits, audit logging and many more
kudosflow
A node-based visual workflow editor for building and executing AI agent workflows inside VSCode, featuring A2A and MCP protocol support with portable JSON state management.
PDF.co
A robust MCP server integrating the PDF.co API to provide extensive document processing capabilities including format conversion, OCR, form filling, merging, splitting, and AI-powered invoice extraction.
rust-browser-mcp
Browser automation for Claude via WebDriver and MCP. Support for Chrome/Firefox with stdio/HTTP transport.
mcp-privilege-cloud
A production-ready Model Context Protocol (MCP) server for CyberArk Privilege Cloud integration. Enables AI assistants and MCP clients to securely interact with privileged account management, safe operations, and platform configurations through 8 comprehensive tools.
Webex
A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to Cisco Webex messaging capabilities.