Developer Tools MCP Servers

Edit File Lines

Facilitates precise, line-based modifications to text files within specified directories via string or regex pattern matching.

Google Workspace

Enables programmatic management of Gmail and Calendar data through the Model Context Protocol interface.

Fireproof JSON Server

Stores and loads JSON documents for use with Large Language Model (LLM) tools.

Redis

Enables LLMs to interact with Redis key-value stores through standardized tools.

Kaggle

Connects Claude AI to the Kaggle API, enabling interaction with competitions, datasets, and kernels through an AI interface.

Ast Analyzer

Provides AI systems with code structure analysis capabilities using Abstract Syntax Trees (ASTs) and Abstract Semantic Graphs (ASGs).

Demo Implementation

Demonstrates an MCP server and client implementation, showcasing how to expose a dummy API to an AI chatbot.

Mem

Enables Cheat Engine-like memory manipulation for MCP.

AlphaFold

Provides access to the AlphaFold Protein Structure Database through a comprehensive Model Context Protocol (MCP) server.

Ez-Mcp

Provides ready-to-run templates for quickly building MCP servers in Python and TypeScript.

RunJS

Enables large language models to safely generate and execute JavaScript code within an isolated .NET runtime environment.

ROS

Enables natural language control of robots in ROS environments by interacting with topics, services, and actions.

Firefox Control

Automates Firefox browser operations and provides advanced debugging capabilities for web applications and games.

Enhanced Memory

Provides an intelligent memory and task management server designed for AI assistants and development workflows.

Org

Manages org-mode and org-roam knowledge bases by providing search, content access, and note linking capabilities via the Model Context Protocol.

WeChat Official Account

Facilitates seamless integration of WeChat Official Account APIs into AI applications using the Model Context Protocol.

Umbraco

Enables AI agents to manage Umbraco CMS content and back-office tasks through natural conversation and secure API access.

A-MEM

Equips coding agents with a self-evolving memory system that organizes knowledge into a dynamic Zettelkasten-style graph.

CKAN Server

Enables AI assistants to query CKAN open data portals through natural language for comprehensive data discovery and analysis.

GitNexus Stable Ops

Ensures reliable and stable operation of GitNexus, providing a robust workflow for code intelligence, impact analysis, and safe refactoring.