Developer Tools MCP Servers

Calculator

Demonstrates a simple MCP server built with FastMCP, emphasizing modern Python environment and package management.

Poly Git

Unify repository management across GitHub, GitLab, Gitea, and Bitbucket through a single Model Context Protocol server.

LangGPT Prompt Assistant

Generates structured, high-quality prompts based on the LangGPT framework for enhanced AI interactions.

Axys Lite

Enables AI assistants to conduct natural language searches across structured databases and unstructured content like documents, videos, and files.

Playwright

Provides browser automation capabilities to large language models by leveraging Playwright's accessibility tree for web interaction.

Twilio

Exposes Twilio's comprehensive suite of APIs to AI assistants and other tools via the Model Context Protocol.

Leantime

Integrates Leantime project and ticket management with AI assistants via the Model Context Protocol.

GPT OpenMemory

Enables ChatGPT Desktop to store, search, and manage conversation history and documents locally.

Wireweave

Empowers AI assistants to generate, validate, and manage wireframes using the Wireweave DSL through a comprehensive suite of 32 tools.

OCHP

Enables AI assistants to interact with EV charging infrastructure through the Open Clearing House Protocol (OCHP).

Experiments ML

Manages personal notes using a LangChain-based AI agent and custom tools.

Hindsight

Consolidates development history, test results, and AI chat sessions into a searchable database for AI-assisted coding.

Walutomat

Provides a command-line interface for interacting with the Walutomat currency exchange platform.

RAG and LLM

Manages and summarizes notes using a Model Context Protocol server, integrating Retrieval Augmented Generation (RAG) and Large Language Models (LLMs).

Pine Script V6

Assists AI coding clients like Claude Code and Gemini CLI with accurate Pine Script v6 programming by providing quick access to its reference manual.

Context Protocol

Implements a Model Context Protocol server with integrated large language model support and persistent chat memory.

FAR Oracle

Provides AI agents with access to Federal Acquisition Regulations (FAR) for querying government contracting rules.

Expert Registry

Facilitates high-performance expert discovery, registration, and context injection using vector and graph database integration for enhanced semantic search.

Youtube Transcript

Retrieves transcripts from YouTube videos using the Model Context Protocol.

Cocoa

Analyzes Java projects and exposes analysis tools via the Model Context Protocol (MCP).