Development Tools

A robust PostgreSQL database connector providing full read-write access with explicit transaction management, safety timeouts, and detailed schema metadata for LLMs.

A utility wrapper for MCP servers that allows secure injection of environment variables into server commands and arguments, preventing sensitive credentials from being exposed in configuration files.

This MCP server integrates with the Awesome-llms-txt repository to provide AI models with direct access to structured documentation files, improving their ability to provide technical support and code explanations.

MCP (Model Context Protocol) Server. Provides a server for obtaining structured and freeform code reviews from OpenAI, Google, and Anthropic models with support for project context, related files, and language detection.

A comprehensive MCP server that integrates Fitbit health data, allowing AI assistants to analyze sleep patterns, activity logs, heart rate, and nutrition via OAuth 2.0 authentication.

Rash is a Rust-to-shell transpiler and safety tool that purifies legacy bash scripts and provides formal correctness guarantees for shell script generation.

MCP (Model Context Protocol) Server. Provides a bridge to NASA's Earthdata platform for searching and retrieving Earth science datasets and data granules based on keywords, temporal ranges, and geographic boundaries.

High-performance memory and task management server featuring semantic search, sequential reasoning chains, and automated project convention learning to maintain context across AI development sessions.

MCP (Model Context Protocol) Server. Automates causal inference analysis on SQLite banking data by using LLM-guided variable classification to generate causal graphs and estimate Average Treatment Effects through DoWhy statistical methods with plain-language business summaries.

MCP (Model Context Protocol) Server. Provides real estate data management through batch processing operations for handling property listings, market analytics, and property management workflows efficiently at scale.

A bridge between 3D Slicer and AI models enabling medical professionals to interact with MRML nodes, execute Python scripts, and capture visual feedback from medical imaging scenes.

A persistent working memory server for AI development that integrates ChromaDB to provide automated codebase indexing, semantic code chunking, and bidirectional linking between chat logs and code changes.

The Self-Improving MCP Server - Agents write code to orchestrate multiple MCP servers with intelligent TypeScript execution and auto-augmentation

The ThoughtSpot MCP Server enables LLMs to query analytical data, retrieve insights, and create liveboards directly from ThoughtSpot instances using secure OAuth-based authentication.

A tool that enables HTML file visualization and structural analysis by capturing full-page screenshots with Puppeteer and parsing DOM elements.

Manage MCP server configs across Claude, Gemini & other AI systems. Interactive CLI for server enable/disable, preset management & config sync.

MCP (Model Context Protocol) Server. Integrates code analysis with scraping capabilities to enable code review, static analysis, and automated refactoring suggestions for development teams.

A bridge between Telegram and AI coding assistants like Claude Code and Codex, allowing developers to monitor long-running tasks and control remote development environments via a mobile bot interface.

A Godot Engine MCP server that enables Claude Desktop to control the editor, generate dynamic scenes, and automate asset importation using the Meshy API.

Provides AI assistants with a secure and structured way to explore and analyze data in GreptimeDB.

A Model Context Protocol (MCP) server with Strava OAuth integration, built on Cloudflare Workers. Enables secure authentication and tool access for MCP clients like Claude and Cursor through Strava login. Perfect for developers looking to integrate Strava authentication with AI tools.

MCP (Model Context Protocol) Server. Provides multilingual translation capabilities for applications by integrating with external translation APIs through a containerized Node.js server.

A comprehensive MCP server providing a suite of FFmpeg-powered video and audio manipulation tools, including format conversion, trimming, watermark application, and frame extraction.

Turn Any Browser Action & Data Extraction into an AI Tool in 60 Seconds

MCP Server for AI-driven BlazeMeter performance testing

MCP (Model Context Protocol) Server. Provides C# code analysis capabilities by leveraging the Microsoft Roslyn compiler platform to validate syntax, find references, and run recommended code analyzers within .NET projects.

An MCP server for logging activity in Roo Code/Cline.

A YAML-declarative API testing framework designed for AI coding assistants, enabling automated test generation, execution, and reporting via the Model Context Protocol.

A specialized documentation navigator and package recommendation engine for the Laravel ecosystem, offering offline-capable search across framework versions, services, and community packages.

A specialized MCP server that converts Markdown text into high-quality PDF documents using Puppeteer, featuring support for Mermaid diagrams, custom styling, and automated layouts.