AI & ML

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

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

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 tool for validating, analyzing, and syncing skills and configurations between Claude Code and Codex CLI, featuring smart recommendations and dependency management.

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 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.

A LinkedIn API integration for the Model Context Protocol, enabling LLMs to search for professional profiles and retrieve detailed career information through standardized tools.

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

A security auditing tool for MCP configurations that scans for exposed secrets, unauthorized API endpoints, and AI model configurations across local environments and GitHub repositories.

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 privacy-first, Rust-native search and scraping engine that provides AI assistants with free web access, intelligent content cleanup, and semantic research memory without requiring API keys.

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.

Code-MCP: Connect Claude AI to your development environment through the Model Context Protocol (MCP), enabling terminal commands and file operations through the AI interface.

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

MCP SERVER

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.

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.

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.

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

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

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

your ai debugger, vibe hacking tool

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

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.

SpecLinter MCP transforms natural language specifications into structured development tasks with AI-powered quality grading, similarity detection, and automated Gherkin test scenario generation.

MCP (Model Context Protocol) Server. Interact with MinIO AIStor object stores.