Development Tools

MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and VRChat, enabling direct avatar parameter manipulation, movement control, and interaction through WebSocket and OSC protocols.

The official LaunchDarkly MCP server enabling AI models to manage feature flags, AI configurations, and project environments directly via the LaunchDarkly API.

A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Claude, Gemini). Test, debug, and develop MCP servers with a modern UI.

CLI-first MCP server for composer-based Kirby CMS projects — inspect blueprints/templates/plugins, interact with a real Kirby runtime, and use a bundled Kirby knowledge base.

A professional MCP server for serial port communication, enabling AI assistants to interact with hardware devices like STM32, Arduino, and ESP32. It supports port discovery, connection management, and bidirectional data transfer across Windows, Linux, and macOS.

MCP (Model Context Protocol) Server. Integrates with Babashka to enable dynamic Clojure code execution and interaction for scripting, data processing, and system automation tasks.

A persistent memory solution for LLMs that uses a knowledge graph to store and retrieve entities, relationships, and observations across sessions, with support for SQLite and PostgreSQL.

A comprehensive MCP server for Red Hat's Jira instance, enabling AI assistants to manage issues, sprints, boards, and project administration via 30 specialized Jira tools.

A specialized MCP server for macOS that provides fuzzy search and browsing capabilities for Apple Messages (iMessage/SMS) with contact resolution and conversation threading.

A FastMCP server that integrates with the Replicate API to provide resource-based image generation, model discovery, and progress tracking for AI model inference.

A behavioral validation layer for AI coding assistants that enforces quality gates across research, planning, code changes, and testing using LLM-based evaluations.

Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.

An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.

A unified academic research interface that searches and retrieves papers from ArXiv, OpenAlex, and the Open Science Framework, with the ability to convert full-text PDFs to markdown.

An AI-powered MCP server providing comprehensive access to Salesforce B2C Commerce Cloud (SFCC) documentation, live log analysis, and development best practices.

CLI to set up and deploy MCP Servers to Cloudflare Workers in seconds. Just write TypeScript functions to make Cursor MCP tools.

A secure shell command execution server for MCP that enables AI applications to perform system operations, file management, and process monitoring across multiple shell environments.

An MCP server providing image processing and cloud storage capabilities, allowing AI assistants to resize, optimize, and upload images to AWS S3, Cloudflare R2, or Google Cloud Storage.

Secure MCP server for libSQL databases with comprehensive tools, connection pooling, and transaction support. Built with TypeScript for Claude Desktop, Claude Code, Cursor, and other MCP clients.

A decentralized tool discovery and management ecosystem for the Model Context Protocol, featuring a registry for sharing, installing, and orchestrating AI agent tools.

MCP (Model Context Protocol) Server. Integrates with Binance cryptocurrency exchange to provide real-time market data including prices, order books, and historical information without requiring API keys

MCP (Model Context Protocol) Server. Unifies fitness data from multiple providers like Strava and Fitbit, enabling retrieval of activities, athlete profiles, and performance statistics through OAuth2 authentication with automatic token refresh.

An MCP server that enables generation, encoding, and decoding of PlantUML diagrams with support for local file saving and automated error correction.

An MCP server for Google Scholar written in TypeScript with Streamable HTTP transport, along with a `client` implementations that integrates with the server and interacts with `gemini-2.5-flash`.

MCP (Model Context Protocol) Server. Go-based server that provides LLMs with tools to record, retrieve, and analyze their reasoning processes during complex problem-solving tasks, enabling structured thinking and improved context management.

A tool-management MCP client that implements three-layer progressive disclosure to optimize token usage by lazy-loading tool definitions and server metadata.

A specialized MCP server providing access to oceanographic and environmental data from over 63 global ERDDAP servers, enabling AI assistants to search, retrieve metadata, and download scientific datasets via natural language.

explore and analyze automated test results from ReportPortal using your favourite LLM.

A Model Context Protocol server for interacting with Red Hat Lightspeed services, enabling LLMs to manage RHEL vulnerabilities, configuration issues, and image builds.

Email Client as MCP Server. Feature: multiple configuration, more than just gmail