Developer Tools MCP 服务器

Kube

Enables Codename Goose AI agent to interact with a Minikube cluster via a Model Context Protocol (MCP) server.

Traits Matcher

Analyzes personalities and matches individuals to job descriptions using traits stored in SQLite databases.

File Edit Check

Enforces pre-read checks and detailed commit documentation for file modifications.

Jina AI Reader

Provides a Model Context Protocol (MCP) server implementation for the Jina.ai Reader API.

Redis Management

Manages Redis operations through a set of tools accessible via the Management and Control Protocol (MCP).

Context Continue

Manages context in AI development sessions to prevent loss of information due to token limits.

Ballerina Language Server

Provides intelligent querying and analysis capabilities for the Ballerina Language Server codebase.

Stellaris Modding

Offers real-time game version data, CWTools configurations, and comprehensive documentation for Stellaris mod developers.

Cloudflare

Integrate with the Cloudflare API to manage zones, DNS, KV storage, and cache operations via the Model Context Protocol.

Django Telescope

Exposes Django project information through the Model Context Protocol (MCP) to enable AI assistants to better understand and interact with Django codebases.

Shopify Liquid

Provides a fast, local, and offline-first Model Context Protocol server for comprehensive Shopify Liquid documentation, designed for AI assistants and developer tools.

AI-Driven Temporal IAC Orchestrator

Orchestrates multi-workspace Terraform deployments, managing dependencies, propagating outputs, and enabling AI-driven automation via Temporal workflows.

CodeSentinel

Analyzes source code to identify security vulnerabilities, deceptive patterns, incomplete implementations, and highlight good practices.

Nexus

Empowers AI agents to interact with the physical world and orchestrate complex commerce workflows via the Universal Commerce Protocol (UCP).

User Interface

Enables AI to communicate richly with users by opening dynamic webview windows on the desktop.

Citus

Empowers AI assistants to manage and monitor Citus distributed PostgreSQL clusters.

Rails Diff

Exposes differences between Rails framework versions as a centralized MCP server.

UserDispatch

Integrate a feedback widget into web applications and connect it to AI coding agents via an MCP server for automated triage and responses.

Matware E2E Runner

Automates end-to-end browser testing using simple JSON test definitions and AI integration for test creation and debugging.

Verse Docs

Provides access to Verse language documentation and UEFN API reference for AI code assistants.