AI & ML

A Home Assistant Custom Component that provides an MCP (Model Context Protocol) server using HTTP transport, allowing AI assistants like Claude to interact with your Home Assistant instance over HTTP

A comprehensive patent data service for searching enterprise information, detailed patent records, and generating statistical analytics such as application trends and legal status distributions.

🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.

The trust layer for the open agentic web—giving AI agents a passport, a bank account, and a trusted marketplace to securely interact with the world.

A comprehensive multimedia processing MCP server that provides tools for video/audio conversion, compression, editing, and metadata extraction using FFmpeg.

Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioContextAI

A comprehensive MCP server for managing FreeScout helpdesk tickets featuring AI-powered analysis, automated draft generation with Markdown support, and advanced search filtering.

A Google BigQuery MCP server that enables AI agents to perform schema exploration and execute SQL queries on BigQuery datasets using natural language.

MCP server for French tax calculations and information - enables AI assistants to provide accurate French tax guidance

A specialized MCP server that integrates Hacker News functionality into Claude Desktop, allowing users to browse stories, view rankings, and read comments with optimized formatting.

MCP Space is a no-code platform for building and deploying AI tools using the Model Context Protocol (MCP). Create powerful AI agents through an intuitive chat interface without writing code, then deploy with one click to Cloudflare Workers. Combines a Next.js frontend with Google ADK backend for a seamless AI development experience.

mcp-reporter is a streamlined utility that generates comprehensive capability reports for Model Context Protocol servers, empowering developers to easily understand available functionality across their MCP servers ecosystem for both documentation and integration into other tools.

Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

A Node.js/TypeScript MCP server that connects AI assistants to AWS IAM Identity Center (SSO), enabling secure execution of AWS CLI commands and remote management of EC2 instances.

A universal development assistant that intelligently selects the best AI model across multiple providers to handle coding tasks like debugging, refactoring, and planning with built-in conversation continuity.

A code intelligence platform that parses TypeScript, JavaScript, Java, and Python into a Neo4J graph database for advanced architectural analysis and metrics-driven quality assessment.

MCP server for semantic search using local Qdrant vector database and OpenAI embeddings

MCP Persistent memory systems for LLMs - CASCADE 6-layer memory + Faiss GPU search (<2ms). Give any AI persistent memory across conversations. Open source, MIT license.

A comprehensive MCP server providing deep integration with Apple Mail via AppleScript, enabling AI assistants to search, organize, compose, and analyze emails through natural language.

A comprehensive MCP server that bridges LLMs and diagram creation through intelligent format selection, syntax instruction generation, and professional rendering for 9+ formats.

An Islamic knowledge assistant providing semantic search and retrieval across 6,236 Quran verses and 12,416 authentic Hadiths with grade-filtered citations.

A tool to query and search the NIST National Vulnerability Database (NVD) for detailed CVE security records and vulnerability monitoring.

Glasses MCP is a simple MCP server that lets your AI agent see and capture the web 👓

A specialized MCP server that enables LLMs to perform self-reflection and introspection by recursively questioning their own reasoning through MCP sampling.

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

A comprehensive suite of browser-native MCP transport implementations and React hooks supporting postMessage, iframe communication, and Chrome extension messaging.

A management tool and MCP server that allows Claude to configure, version control, and toggle other MCP servers across multiple clients like Cline and MCP-Bridge.

List of open sourced MCP servers. MIT license. Managed by AgentX with love.

TypeScript starter template for building Model Context Protocol (MCP) servers, designed to help developers create secure and robust AI-agent-compatible services.

A hardened MCP server that wraps the cursor-agent CLI to provide specialized tools for localized code editing, repository-wide architectural analysis, and cost-effective task planning.