AI & ML

A robust MySQL MCP server supporting real-time database operations via SSE, featuring granular security controls, SQL risk analysis, and database isolation levels.

MCP (Model Context Protocol) Server. Toolkit for creating blockchain agents that interact with the Starknet network, enabling wallet management, DeFi operations, and smart contract interactions through modular plugins

A local RAG-based web search server that enables LLMs to fetch real-time information without external APIs by using DuckDuckGo search and local embedding models.

The official MiniMax MCP implementation providing high-performance AI capabilities for multimodal content creation including high-fidelity text-to-speech, image and video generation, music creation, and voice cloning.

A documentation retrieval system for Claude Code providing real-time access to 85+ framework documentations with intelligent caching and multi-framework context enhancement.

A high-performance web capture tool specifically optimized for AI vision workflows, featuring automatic image tiling and resolution limiting for Claude Vision API compatibility.

A Spring Boot Starter that automatically transforms existing Spring MVC controllers and tools into MCP-compliant services with zero-to-minimal code changes.

An MCP server that enables LLMs to create data visualizations using Vega-Lite syntax by saving data tables and generating charts as text specifications or PNG images.

A specialized MCP server that allows users to query and analyze Apple Health data exports using natural language, leveraging Elasticsearch, ClickHouse, or DuckDB for efficient indexing and search.

Heimdall provides a persistent, long-term cognitive memory for AI coding assistants by indexing git history and project documentation into a Qdrant vector database. It allows LLMs to recall architectural patterns, past solutions, and session lessons across different chat sessions.

A Node.js MCP server that allows AI agents to design and manage Webflow sites using the official Webflow JavaScript SDK and Data API. It features a bridge app to sync the live Webflow canvas with AI clients like Cursor and Claude.

A comprehensive software development suite for AI assistants that provides deep research, automated project planning, codebase mapping, and an AI-native task management system using RDD methodology.

A comprehensive MCP server for the Hevy Fitness API, allowing users to manage workouts, routines, folders, and exercise templates directly through an AI assistant.

An academic research tool that enables Claude to search and retrieve metadata, abstracts, and full-text content from Semantic Scholar and Crossref APIs.

A Model Context Protocol server that enables AI assistants to access transit information, offering capabilities for trip planning and real-time transit queries.

An MCP server for auditing Java source code vulnerabilities using function-level taint analysis to trace data flow from sinks back to sources and extract relevant code paths.

A SSE-based MCP router and gateway that provides unified access to enterprise systems by bridging multiple MCP servers and leveraging 300+ Apache Camel integration components.

A specialized MCP server that bridges AI assistants with IDA Pro, enabling automated binary analysis, disassembly retrieval, and Python script execution for reverse engineering workflows.

MCP (Model Context Protocol) Server. Bridges Replicate's AI model hosting platform, enabling seamless interaction with diverse machine learning models for tasks like image generation and text processing.

A Model Context Protocol server that allows AI assistants to control a Minecraft bot, enabling programmatic interaction with the game world, inventory management, and entity combat.

MCP (Model Context Protocol) Server. Orchestrates specialized agents for collaborative task execution with file operations, shell commands, and browser automation capabilities through a TypeScript-based API.

A Google Search Console MCP server that enables deep analysis of SEO performance metrics, featuring advanced regex filtering and automated 'quick wins' optimization detection.

PageIndex MCP is a reasoning-based RAG system that uses hierarchical tree structures instead of vector similarity to help LLMs navigate and retrieve information from long PDF documents.

FlowLens acts as a bridge between recorded browser sessions and AI coding agents, providing full execution context including network logs, console output, and DOM events for debugging.

A comprehensive collection of LangGraph implementation guides, covering Agentic RAG systems, MCP server/client development, and advanced AI orchestration patterns.

A comprehensive MCP server for managing Facebook Pages, enabling AI agents to create content, moderate comments via filtering or bulk actions, and retrieve detailed post-level engagement and impression metrics.

MCP (Model Context Protocol) Server. Unifies interactions with multiple blockchains like Solana and Ethereum, enabling cross-chain operations such as balance checks and token transfers.

A quantitative trading toolkit providing access to over 900 financial data columns, backtesting engines, and factor analysis for Taiwan stock markets.

Travel planning and itinerary management server integrating with Google Maps API for location search, place details, and route calculations.

A serverless code snippet management system that exposes Azure Functions as MCP tools, featuring multi-agent orchestration, semantic vector search via Cosmos DB, and automated documentation generation.