Developer Tools MCP Servers

Git File Forensics

Provides detailed insights into file histories, changes, and patterns within Git repositories, focusing on individual file analysis.

Databutton App

Expose API endpoints from a Databutton app as Language Model (LLM) tools for use in MCP-compatible clients.

MindMesh

Orchestrates a swarm of specialized Claude 3.7 Sonnet instances to generate optimally coherent responses through ensemble intelligence.

Itch.io

Integrates itch.io API endpoints with Claude AI, allowing for programmatic access to game and purchase data.

Solana Launchpads

Provides daily activity and graduate metrics across multiple Solana launchpads.

Milvus

Provides a Model Context Protocol server for Milvus, managing comprehensive vector database operations with intelligent session-aware connection management.

macOS Contacts

Enables read-only access to macOS contacts data through AppleScript for integration with AI assistants.

Jellyfin API

Generates a Multi-Agent Conversation Protocol (MCP) server specifically designed for the Jellyfin OpenAPI specification.

Weather

Provides detailed weather information, forecasts, and air quality data for any city worldwide.

Code Reference Optimizer

Optimizes code context extraction, diff analysis, and import management to minimize token usage for AI assistants.

Beep Boop

Coordinates work between multiple AI agents in shared codebases using a simple file-based signaling system to prevent conflicts.

LeetCode

Automate fetching problems, generating code templates, running tests, and submitting solutions for LeetCode challenges programmatically.

Frontend TestGen

Automates frontend code reviews and intelligently generates unit tests for Phabricator diffs and Git commits.

Hono

Expose Hono API endpoints as Model Context Protocol (MCP) tools, simplifying integration and enhancing API functionality.

Moltbook

Facilitates the registration and integration of large language model (LLM) agents across various platforms.

Outris Identity

Enables AI agents to investigate phone numbers and emails for linked identities, platform registrations, and data breaches.

Deepmap

Provides AI agents with structured access to Broad Institute's DepMap CRISPR datasets for high-performance functional genomics analysis.

FluentUI

Provides AI assistants with intelligent, context-efficient access to Microsoft FluentUI documentation.

iMessage

Enables AI assistants to read and send iMessages directly from macOS, with automatic contact name resolution.

Pytest

Execute pytest test suites, parse results, generate reports, and store outcomes in a QA platform database via a Model Context Protocol server.