Developer Tools MCP 服务器

Model Context

Provides a core server implementation for the Model Context Protocol, enabling structured data communication.

Laravel Safe Migration

Provides a crucial safety layer for Laravel database migrations, preventing data loss when AI agents execute destructive database commands by requiring explicit user confirmation.

Database

Enables AI assistants to interact with PostgreSQL databases, offering comprehensive query execution and schema inspection capabilities.

Memory

Manages and persists conversational context across sessions for AI agents.

Claude Plan Review

Facilitates human review of AI-generated plans using a web-based interface designed to mimic a merge request experience.

ExifTool

Manage metadata in a wide range of file types using the ExifTool command-line utility.

Vue Prime

Provides access to PrimeVue documentation through a Model Context Protocol server.

Authorized Buyers Marketplace

Provides a Multi-Agent Conversation Protocol server to interact with the Google Authorized Buyers Marketplace API.

AI Studio Tools

Provides a FastAPI server integrating Google Gemini AI with an auto-routing mechanism for various utility tools.

MyBatis Mapper2SQL

Extracts SQL statements from MyBatis Mapper XML files, generates mock parameters, and executes tests against databases.

Snowflake

Enables LLM agents to securely connect to and query Snowflake databases, acting as a bridge for seamless SQL execution.

Planka

Provides Model Context Protocol (MCP) services for the PLANKA platform.

One

Provides a full-stack React framework setup with secure authentication and database integration for modern web development.

RapidKL

Provides access to RapidKL (MYRAPID) station and fare data via a lightweight server.

Multi-Tenant PostgreSQL

Provides a read-only Model Context Protocol (MCP) server for PostgreSQL databases, offering advanced multi-tenant support, schema introspection, and flexible query capabilities.

ContextFlow

Provides a robust set of development tools, dynamic resources, and reusable prompt templates to enhance software development workflows.

Discovery Engine API

Exposes the Google Discovery Engine API as a Multi-Agent Conversation Protocol (MCP) server.

Lint Check

Performs intelligent code quality checks for Go projects, leveraging smart change detection to focus on current development efforts and avoid legacy issues.

C# SDK Tutorial

Demonstrates Model Context Protocol (MCP) server implementation using the C# SDK, with additional examples for resources and prompts.

Mongo

Enables Large Language Models (LLMs) to interact with MongoDB databases using natural language.