AI & ML

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

A Java MCP server that integrates with the Eclipse JDT Language Server (JDTLS) to provide advanced IDE features like symbol search, go-to-definition, and reference finding for Java projects.

A specialized MCP server for crawling Korean stock market data from Naver Finance, enabling AI assistants to access real-time top-searched stocks and detailed financial metrics using 6-digit stock codes.

A consolidated research engine that aggregates academic papers from PubMed, ArXiv, Google Scholar, and JSTOR, featuring advanced analysis, full-text extraction, and citation management.

Jane is a high-performance knowledge management MCP server that uses SQLite FTS5 to transform team documentation and project specifications into a searchable database for AI assistants.

MCP (Model Context Protocol) Server. Enables AI systems to deploy and execute serverless applications in the cloud through Modal's platform, providing tools for application deployment and function execution with custom parameters.

MCP (Model Context Protocol) Server. Integrates with SEO Review Tools API for website traffic analysis, authority scoring, backlink discovery, SERP data retrieval, keyword research, and content optimization recommendations.

A Model Context Protocol server providing access to Wikidata for searching entities, retrieving detailed data, and executing SPARQL queries across the knowledge graph.

Turn any API or MCP server into a paid service with x402

A specialized MCP server that provides structured markdown templates for consistently documenting daily standups, meetings, learning sessions, and project summaries.

A Model Context Protocol server that provides comprehensive access to 84 Angular documentation topics, enabling AI assistants to search, retrieve code examples, and explore architectural concepts with intelligent relevance scoring.

Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.

A comprehensive MCP server providing tools to access Ant Design component documentation, API references, example code, and best practices directly within AI assistants.

A sophisticated reasoning engine that orchestrates 62 advanced cognitive frameworks via Gemini to provide Claude with high-context, token-efficient execution briefs for complex coding tasks.

Enables MCP agents to request human confirmation for actions via a Telegram bot. It uses a Vercel-hosted proxy and Redis to facilitate secure, real-time YES/NO approvals from a mobile device.

A Model Context Protocol server that allows LLMs to query and analyze ActivityWatch time tracking data, manage activity categories, and perform smart time-period based analysis of window and web activity.

A specialized tool for building a searchable vector knowledge base from YouTube transcripts, providing AI assistants with timestamped retrieval and playback links via hybrid search.

An evolutionary MCP server that automatically optimizes AI prompts through genetic algorithms, multi-objective optimization, and reflection-based failure analysis to improve performance and reliability.

Automatically generates structured agile backlogs with epics, features, and user stories from natural language descriptions, creating AI-optimized markdown files and directory structures.

A multi-agent coordination system that provides file operations, web scraping, and mathematical functions through an MCP-compliant FastAPI server with persistent PostgreSQL storage.

A multi-framework MCP server that optimizes AI-assisted CSS development by using semantic class patterns instead of long utility strings, resulting in up to 77% token savings.

A comprehensive multimodal MCP server integrating Google's Gemini 3.0 and Veo 3.1 models for advanced image generation, editing, and cinematic text-to-video creation with native audio support.

A toolset for extracting YouTube insights, allowing users to fetch video transcripts, search for content via keywords with rich metadata, and analyze channel performance.

A lightweight Playwright-powered testing server that enables automated end-to-end testing using natural language test definitions and AI-driven execution.

A tool that enables Claude to generate image assets using OpenAI's DALL-E models, specifically designed for creating game or web development assets saved directly to the local file system.

An MCP server wrapper for the China Historical Geographic Information System (CHGIS) API, allowing users to query historical Chinese administrative divisions and geographic data from 222 BCE to 1911 CE.

A Jira Service Management Assets MCP server that enables AI assistants to perform complex AQL searches, explore object schemas, and retrieve hierarchical asset data with reliable automatic pagination.

Model Context Protocol (MCP) server for Google Workspace - Calendar, Gmail, Drive, Docs, Sheets, Slides, Meet, Chat, Forms, YouTube, Tasks, and Contacts with OAuth 2.0 authentication

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.

A knowledge base integration server for Get Notes (Biji) that enables AI-powered search and raw document recall from medical and personal note repositories.