AI & ML

An MCP server that enables OCR capabilities via Mistral AI's API, allowing users to extract and process text from local or remote images and PDF documents.

A comprehensive MCP server that orchestrates 14 domain-expert agents and 6 integrated downstream MCP servers to provide advanced development, business strategy, and system architecture capabilities to the Gemini CLI.

MCP (Model Context Protocol) Server. Provides real-time National Park Service data for searching parks by location or activities, retrieving detailed information, and accessing current alerts and closures using TypeScript and requiring an NPS API key for authentication.

A sophisticated Perplexity and OpenRouter integration for MCP that distinguishes between simple and complex web-search queries while supporting file attachments for deep contextual analysis.

A session-based AI development assistant that provides a suite of MCP tools for filesystem operations, code analysis via AST, shell execution, and web research within a unified conversational interface.

A comprehensive .NET-based workshop for building AI-powered applications, covering Microsoft Extensions for AI, GitHub Models, Azure OpenAI, and the Model Context Protocol (MCP).

A lightweight Python server that enables Large Language Models to orchestrate multi-agent CrewAI workflows by automatically loading agent and task configurations from YAML files.

The TomTom MCP Server simplifies geospatial development by providing seamless access to TomTom's location services, including search, routing, traffic and static maps data.

Transforms unstructured project information into a searchable, interconnected documentation knowledge base using advanced metadata generation and fuzzy search.

Battle-tested skill library for AI agents. Save 98% of API costs with ready-to-use code for crypto, PDFs, search, web scraping & more. No trial-and-error, no expensive APIs.

A LangChain.js adapter that allows developers to integrate and use Model Context Protocol (MCP) servers as toolkits within LangChain workflows and agents.

Ummon is a semantic code analysis tool that builds and queries knowledge graphs of codebases to map relationships between functions, classes, and domain concepts.

A tool to search, retrieve, and manage enterprise knowledge across multiple platforms like Slack, Gmail, and Google Drive using semantic search and agentic retrieval.

A specialized MCP server that integrates with Solodit's vulnerability database to search and retrieve detailed smart contract security audit findings and vulnerability reports.

your ai debugger, vibe hacking tool

A comprehensive MCP server for Microsoft Graph API that provides deep integration with Outlook, Calendar, OneDrive, and Contacts for full-lifecycle communication and file management.

A specialized MCP server that provides AI assistants with deep visibility into HTTP traffic, enabling advanced debugging, fingerprinting, and scraper generation through integration with powhttp.

MCP SERVER

A comprehensive MCP server providing real-time and historical MLB data, including standings, player statistics, sabermetrics, live game data, and play-by-play highlights.

A highly efficient task management server that allows AI to manage structured todo lists across Markdown, JSON, and YAML formats with built-in WIP management and duplicate prevention.

MCP server for Google Drive, Docs, Sheets, Slides, Calendar, Gmail, and Contacts

Experimental agent prototype demonstrating programmatic MCP tool composition, progressive tool discovery, state persistence, and skill building through TypeScript code execution by Adam Jones

A robust API gateway and registry for the Model Context Protocol that provides security, rate limiting, and multi-protocol transport to bridge REST APIs and internal services into LLM-compatible tools.

A semantic search system for PDF documents that provides automatic text extraction, vectorization, and a knowledge base interface via the Model Context Protocol.

Access real-time DEX data, liquidity pools, token information, and trading analytics across multiple blockchain networks with DexPaprika by CoinPaprika.

Enables multi-account email management with AI-powered monitoring, intelligent filtering, and automated notifications across multiple platforms including Gmail, Outlook, QQ Mail, and 163 Mail.

让AI助手直接分析你的Grafana监控数据 - A Model Context Protocol server for Grafana data analysis

A lightweight MCP server for esa.io that provides essential tools for searching, reading, creating, and managing team knowledge base posts with a compact context footprint.

Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain & CrewAI integrations.

AI-powered mobile device automation for Android and iOS devices, emulators, and simulators