Developer Tools MCP Servers

Geoapify

Converts addresses into GPS coordinates and generates map images using the Geoapify API.

Desktop Image Manager

Manages desktop images by providing functionalities for image file statistics, viewing details, and compression.

Client-Server

Enables development and testing of Model Context Protocols without application resets.

ToolJet

Enables AI assistants to interact directly with ToolJet instances through the Model Context Protocol.

Agent System Statistics Example

Demonstrates an AI agent querying system CPU and memory statistics from a local server.

MIDI Bridge

Connects LLM-driven music generation to digital audio workstations (DAWs) via a virtual MIDI device.

OpenFDA

Facilitates querying comprehensive drug information from the OpenFDA API through a Model Context Protocol server.

Office

Facilitates operations on Office files including Excel, Word, PowerPoint, and Outlook.

Remote

Provides a production-ready remote Model Context Protocol server featuring enterprise authentication, multi-method user authentication, and comprehensive reflection capabilities.

Proto

Indexes and serves Protocol Buffer definitions from a local folder to enhance AI coding assistant capabilities.

Geocontext

Provides spatial context to Large Language Models by integrating geographic data services from the Géoplateforme.

Mercury Spec Ops

Enables AI assistants to dynamically generate technology-specific prompts and comprehensive templates for PRD, codebase, and bug analysis.

Ganger

Provides a terminal-based file manager for GitHub starred repositories, enabling organization and AI-driven management.

Claude Codex Gemini Mem

Provides a persistent semantic memory and context management system for AI agents, enabling cross-session continuity for Claude, Gemini, and Codex.

Opencode Config

Simplifies the configuration process for OpenCode setups, allowing users to adjust settings without programming knowledge.

Obsidian Tasks

Parses and queries Obsidian tasks from markdown files using core Tasks plugin filters without relying on the REST API.

ServiceBricks

Establishes a universal microservices foundation with storage-agnostic APIs, supporting relational, document, cloud, and embedded database engines.

Rasdaman

Enables natural language querying and interaction with rasdaman databases by exposing its functionality as tools to Large Language Models.

Filesystem

Provides AI agents with comprehensive control over a filesystem, enabling file operations, command execution, and process management.

Snowflake AI Kit

Empowers AI coding agents with essential patterns, best practices, and tools for building on Snowflake.