AI & ML

MCP (Model Context Protocol) Server. Bridges AI with aaPanel web hosting control panel for managing websites, databases, Docker containers, and system resources through Go-based API integration.

Generate academic diagrams and statistical plots from text using multi-agent AI.

A comprehensive MCP server for interacting with Codehooks.io, enabling AI agents to manage NoSQL collections, deploy serverless JavaScript functions, and handle cloud file storage.

MCP (Model Context Protocol) Server. Integrates with a headless browser to perform Google searches and extract web content, enabling local web search capabilities for up-to-date information retrieval and research tasks.

MCP (Model Context Protocol) Server. Extends Goose AI assistant with five specialized servers for Plex Media Server interaction, Rotten Tomatoes scraping, eBay sales data retrieval, SearxNG web searches, and Taskwarrior task management.

A package manager MCP server that enables LLMs to search and retrieve detailed metadata from PyPI, npm, crates.io, Docker Hub, and Terraform Registry.

MCP (Model Context Protocol) Server. Connects AI systems to VOICEVOX text-to-speech engine for Japanese voice synthesis, supporting both default transport and Server-Sent Events with configurable speaker options.

A specialized MCP server that interfaces with the Genome Aggregation Database (gnomAD) GraphQL API to provide genomic variant data, population frequencies, and gene constraint metrics. It enables AI assistants to perform clinical genetics research and population genomics analysis across multiple reference genomes.

MCP (Model Context Protocol) Server. Integrates with open source projects to analyze codebases, detect patterns, and generate intelligent merge strategies for streamlined integration and refactoring.

MCP (Model Context Protocol) Server. Integrates with the Figma API to enable interaction with design files and projects, facilitating automated design tasks and AI-assisted workflows within the Figma ecosystem.

MCP server for free Google AI Mode search with citations. Query optimization, CAPTCHA handling, multi-agent support. Works with Claude Code, Cursor, Cline, Windsurf.

A Model Context Protocol (MCP) server that enables AI assistants to interact with your Obsidian vault

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.