Development Tools

MCP (Model Context Protocol) Server. Provides expense tracking and categorization capabilities through an SQLite database with 19 predefined categories and subcategories for adding, retrieving, and analyzing spending patterns across date ranges and expense types.

A Python-based MCP server providing unified, secure, and read-only access to database schemas and querying, specifically optimized for MySQL with extensive inspection tools.

A specialized browser automation MCP server designed for UI designers and developers to extract, analyze, and clone front-end code with high precision using Playwright.

A comprehensive Jira Cloud integration for AI clients, enabling automated issue management, JQL searching, workflow transitions, and attachment handling via FastMCP.

A security-focused MCP server that scans project dependencies for vulnerabilities using the OSV database, providing automated risk assessment and remediation guidance for Node.js and PHP projects.

A high-performance asynchronous website cloning engine that supports dynamic JavaScript rendering, authentication bypass, and asset archival for AI agents and developers.

A specialized MCP server for read-only Excel workbook analysis, offering features like metadata extraction, range-based sheet reading, and cross-sheet text searching.

A specialized MCP server providing offline-first, searchable access to complete Shopify Liquid documentation including tags, filters, and objects. It features lightning-fast local SQLite FTS5 search to assist with Shopify theme development and template debugging.

A comprehensive MCP server providing programmatic access to the Genotype-Tissue Expression (GTEx) Portal API for analyzing human gene expression, eQTL associations, and tissue-specific genomics data.

A comprehensive MCP server for Grafana that enables AI tools to manage dashboards, query metrics via Prometheus/Loki, configure alerting, and perform administrative tasks.

A specialized MCP server that integrates with iRacing to provide real-time telemetry analytics, AI coaching, and car spotting for sim racers.

A development tool that tracks and analyzes code volume for AI-generated snippets, providing detailed breakdowns of code, comments, and blank lines with persistent storage.

A dual-approach MCP server integrating with Atlassian JIRA to provide both standard issue management and specialized administrative operations through a containerized Python environment.

A specialized MCP server for local and cloud control of Eufy RoboVac devices, enabling automated cleaning, status monitoring, and vacuum configuration directly through LLM tool calls.

An MCP server that enables AI agents to interact with the IOTA blockchain, supporting wallet management, transaction signing, and Move smart contract development. It provides tools for on-chain queries and CLI operations with a human-in-the-loop security model.

A comprehensive Software Development Lifecycle (SDLC) tracker that manages epics, stories, tasks, bugs, and documentation using a SQLite backend. It features intelligent workflow automation, dependency management, and a knowledge graph generator for code analysis.

An MCP server that utilizes AI to polish raw prompts into high-quality versions, featuring quality scoring, context-aware processing, and specific modes for general or code-related tasks.

A terminal-based tool and MCP server for managing GitHub stars using a ranger-style interface and automated categorization tools for AI agents.

A code intelligence MCP server that provides AI-powered analysis and recommendations for private UI component libraries and utility functions to improve code reuse and development efficiency.

A specialized MCP server for precise unit conversions and reference data across weight, length, and volume systems including Avoirdupois, Troy, and Metric standards.

A driver-level automation server for Windows that bypasses standard APIs to provide keyboard and mouse input for games and protected applications. It enables precise control over windows and input devices using IbInputSimulator as a backend.

A high-performance Rust-based MCP server providing secure read-only access to MongoDB with support for direct URL connections and Kubernetes-aware pod discovery.

A comprehensive MCP server for managing Google Contacts, enabling AI assistants to perform advanced searches, manage contact groups, and integrate with Google Workspace directories.

A specialized MCP server for accessing Seoul subway data via the TAGO API, allowing users to search for station details and retrieve real-time train timetables.

This MCP server integrates with the Mediastack API to provide real-time news retrieval and source discovery with comprehensive filtering by keywords, categories, and geography.

A specialized MCP server that allows AI agents to discover and execute pre-built browser automation workflows for web scraping and data extraction via Autopilot Browser.

A comprehensive MCP server for GeoGuessr that provides players with deep gameplay analysis, real-time API monitoring, and multi-user session management via a dynamic schema-adapting interface.

Provides access to French geographic data from IGN API Carto, covering cadastral parcels, urban planning (PLU), protected nature areas, and administrative boundaries via natural language.

A toolset for extracting rich metadata from Bilibili videos, including subtitles, danmaku (bullet comments), and user comments using standard or short URLs.

A robust MCP server for local Markdown and plain text documentation providing hybrid semantic search, git history indexing, and a persistent AI memory bank.