Development Tools

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

A simple FastAPI-based MCP server that provides book-related tools, currently supporting retrieval of book collection counts.

A streamlined Model Context Protocol server that enables efficient AI-powered code editing through partial file modifications and smart matching, significantly reducing token usage compared to full-file editing.

MCP server for Instagit — AI-powered Git repository analysis for coding agents

Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

A comprehensive MCP server for Godot Engine development, allowing full control over scenes, scripts, animations, and project management using natural language through AI models.

MCP server that helps AI coding agents interact with AI code reviewers on GitHub PRs

A robust local vector storage server that provides AI assistants with persistent memory, automated batch file ingestion for 70+ formats, and advanced features like EXIF extraction and duplicate detection.

MCP server that fetches YouTube video transcripts and optionally summarizes them

Provides FSS (Korean Financial Supervisory Service) pension data to AI models like Claude through Model Context Protocol, enabling real-time pension product information retrieval and personalized AI-based pension consultation services.

Yoku is a platform that provides structured, real-time brand identity and company data.

MCP server for codewiki.google: search repos, fetch wiki docs, ask questions

Enables comprehensive access to the Norwegian Business Registry API for querying company information, board members, subsidiaries, organizational data, and voluntary organizations. Provides real-time access to over 1 million registered Norwegian entities with detailed corporate structure and governance data.

Model Context Protocol server for searching and retrieving clinical trial data from ClinicalTrials.gov API v2

my github website

29 AI tools: audio/video transcription, image generation, TTS, OCR, embeddings via deAPI

Query professional profiles, search candidates, and get AI-powered summaries and job fit analysis.

Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.

Converts REST API code (like NestJS controllers or FastAPI endpoints) to Postman collections and environments, helping developers automatically sync their API endpoints with Postman.

Provides secure access to Exegol penetration testing tools for CTF competitions and red team learning. Enables AI assistants to perform web penetration testing, network reconnaissance, password cracking, OSINT analysis, and more for educational purposes.

Provides tools for interacting with the Flow blockchain, including Flow balance checking, token balance querying, and Cadence Owned Account information retrieval.

A production-grade TypeScript template for building Model Context Protocol (MCP) servers with declarative tools/resources, authentication, storage abstraction, and support for both local and edge deployment. Provides example echo tools and resources to demonstrate MCP server development patterns.

Enables running avian flight dynamics simulations through the Flappy simulator. Provides typed configuration models and deterministic fallback calculations for bird flight analysis.

An MCP server that tracks the latest trending tokens on CoinGecko.

Provides comprehensive system diagnostics and hardware analysis through 10 specialized tools for troubleshooting and environment monitoring. Offers targeted information gathering for CPU, memory, network, storage, processes, and security analysis across Windows, macOS, and Linux platforms.

Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.