Development Tools

A long-running, stateful Python REPL execution environment that persists state between sessions by swapping machines from memory to disk when idle.

A semantic code indexer and search engine that uses AI-powered knowledge graphs to provide deep codebase understanding and relationship mapping via the Model Context Protocol.

A powerful system interface MCP server that enables LLMs to execute shell commands and scripts directly on the host machine via STDIN/STDOUT.

MCP (Model Context Protocol) Server. Provides an interface to LlamaCloud, a managed platform for data parsing, ingestion, retrieval, structured data extraction, and more

A comprehensive MCP server providing 64 tools for KiCAD PCB design automation, including board manipulation, JLCPCB part integration, DRC checks, and schematic editing.

An MCP server that allows LLMs to execute Python code within a specified Conda environment.

A comprehensive Playwright-based MCP server deployed on Cloudflare Workers that enables LLMs to perform automated browser interactions, testing, and screenshots.

A proof-of-concept MCP server that integrates with Uber Eats via browser automation to support restaurant searches, menu exploration, and food ordering.

A robust MCP server that renders Mermaid diagram syntax into high-quality PNG or SVG files using Puppeteer, suitable for integration with AI assistants like Claude and Cursor.

MCP (Model Context Protocol) Server. Provides cryptographic tools for secure communication, including key generation, shared secret derivation, and message encryption/decryption using SJCL P-256 and AES-CCM, enabling end-to-end encrypted data exchange via server-sent events.

A queue-based task management server that implements a structured workflow involving planning, step-by-step execution, and completion feedback. It allows LLMs to maintain state across complex multi-step tasks with explicit control over the task queue.

A professional trading MCP server that enables LLMs to create, backtest, and manage automated investment strategies (symphonies) directly through Composer's platform.

A Multi-modal MCP client for voice powered agentic workflows

A Model Context Protocol server that enables AI assistants to interact with Penpot design files, allowing for automated design analysis, component management, and export workflows.

- A server that generates mindmaps from input containing markdown code.

A specialized MCP server that provides AI models with comprehensive Ant Design component documentation, code examples, API definitions, and changelogs to improve frontend development workflows.

A comprehensive MCP server for OpenAI's Sora 2 API, enabling seamless video generation, remixing, status tracking, and automated downloading directly within AI clients.

A high-performance Rust-based file system analysis tool that provides AI-optimized directory visualization, quantum compression, and persistent memory anchoring for large codebases.

A lightweight Ruby framework that provides a Sinatra-like DSL for quickly building MCP servers, supporting resources, resource templates, and tools with complex argument types.

Melrōse is an interactive music programming environment that uses a custom language to compose and play MIDI melodies in real-time.

A tool adapter that enables LangChain-powered applications to consume tools, resources, and prompts from any Model Context Protocol server. It acts as a bridge, converting MCP server capabilities into LangChain-compatible tool formats.

A type-safe bridge for the Model Context Protocol that enables remote access and centralized management of MCP servers via tRPC.

A comprehensive MCP server that interfaces with the GitLab API to manage projects, handle file operations, track issues, and orchestrate merge requests. It supports both GitLab.com and self-hosted instances with features like automatic branch creation and batch file operations.

A browser automation server that enables LLMs to navigate websites, interact with page elements, capture screenshots, and execute JavaScript using Puppeteer.

A comprehensive Git automation server that allows LLMs to manage repositories through status checks, diffing, staging, committing, and branch management.

A Model Context Protocol server that allows AI models to retrieve and analyze error reports, stacktraces, and debugging information directly from Sentry.io.

A comprehensive MCP server that provides full integration with the GitHub API, facilitating file operations, repository management, issue tracking, and advanced pull request workflows.

A Model Context Protocol server that provides read-only access to PostgreSQL databases, allowing LLMs to inspect schemas and execute SQL queries safely within transactions.

A Model Context Protocol server that provides standardized tools for LLMs to interact with Redis databases, including key-value storage, retrieval, and pattern matching.

An MCP server and plugin for JEB Pro that enables AI assistants like Cline and RooCode to perform reverse engineering tasks, including decompilation, manifest analysis, and refactoring on Android APKs.