Developer Tools MCP Servers

PostgreDB Finder

Locates and interacts with PostgreSQL databases used by MCP servers.

File Tools

Provides a collection of Python utilities for file and directory manipulation.

Verodat

Integrates Verodat's data and AI capabilities into AI systems via the Model Context Protocol.

Server Template

Provides a template project for building MCP servers using Spring Boot.

Markdown to HTML

Provides a server-side service for converting Markdown to HTML.

Rabi

Provides essential quantum physics simulation tools for AI assistants specializing in Atomic, Molecular and Optical (AMO) Physics.

Weather

Provides real-time weather alerts and forecasts for specified US locations by integrating with the National Weather Service API.

Ward

Provides full-stack observability for Next.js applications, integrating with AI coding tools for enhanced debugging.

TeamDynamix

Integrates AI assistants with TeamDynamix to search and manage tickets, knowledge base articles, people, and assets through natural language.

Calculator

Provides a comprehensive set of mathematical and logical operations accessible as tools via an MCP server.

Token Oracle

Estimate, compare, and control LLM API costs proactively to manage token expenditure across agent-based systems.

Idea Hub

Empower AI agents with full debugger control over JetBrains IDE sessions via the MCP protocol.

ATV

Provides AI-native access to Aarna's tokenized DeFi yield vaults on Ethereum and Base, offering tools for vault discovery, performance tracking, transaction building, and portfolio management.

Black Duck

Enables AI assistants to query component vulnerabilities and identify safe upgrade paths using Black Duck Software Composition Analysis.

Claude Code HWP

Automates the editing and management of HWP (Hangul Word Processor) documents through AI-driven commands.

MicroSearch

Ingests and manages contextual information and training data through multiple iterations, performing multi-pass lexical retrieval over a chunk graph without a vector database.

Big Technology Podcast

Integrate and search 488 Big Technology Podcast episode transcripts directly within AI models like Claude or ChatGPT.

Universities

Provides a Model Context Protocol server for searching university data and institutions worldwide.

WTF

Captures tool calls and manual observations, classifies events, and generates runbooks to aid incident troubleshooting within Claude Code.

Chrome Lite

Facilitates local Chrome browser automation using a dedicated extension and a localhost server.