Developer Tools MCP Servers

Playwright

256

Enables browser automation capabilities using Playwright for LLMs to interact with web pages.

Flutter Inspector

257

Connect Flutter applications with AI coding assistants via the Model Context Protocol.

Elasticsearch

254

Enables interaction with Elasticsearch clusters using natural language commands through a Model Context Protocol (MCP) server.

DBCode

259

Manage and interact with databases directly within VS Code, combining the power of databases with the convenience of a code editor.

Tree-sitter

267

Analyzes code using tree-sitter to provide context-aware code understanding for AI assistants.

Ragdocs

251

Enables AI assistants to augment their responses with context from documentation through vector search and retrieval.

Rust Docs

258

Provides accurate Rust code suggestions for AI assistants by fetching current crate documentation and using LLMs to provide context.

Model Context Protocol Resources

269

A collection of guides, utilities, clients, and servers developed while exploring and implementing the Model Context Protocol (MCP).

Emcee

265

Exposes any web application with an OpenAPI specification as a Model Context Protocol (MCP) server.

Api200

257

Simplify third-party API integrations with an open-source API gateway.

Code Reasoning

254

Enhances Claude's ability to solve complex programming tasks by enabling structured, step-by-step reasoning.

Doris

260

Implements the Model Control Panel (MCP) protocol to interact with Apache Doris databases, enabling tasks like query execution and metadata management.

Apollo

266

Exposes GraphQL operations as Model Context Protocol (MCP) tools.

Ultra

269

Orchestrates access to OpenAI, Google Gemini, and Azure AI models through a unified Model Context Protocol (MCP) interface for enhanced coding workflows.

Windows CLI

267

Enables secure command-line interactions on Windows systems for controlled access to various shells and remote systems via the Model Context Protocol.

DeepContext

266

Provides AI coding agents with symbol-aware semantic search for precise context on large codebases.

Deco CMS

253

Empower developers to rapidly prototype, develop, and deploy scalable AI-powered applications, including workflows and agents, using a unified TypeScript stack.

Context Engine

274

Unify code indexing, hybrid search, and LLM decoding into a plug-and-play retrieval stack for rapidly deploying context-aware AI agents.

Security Detections

252

Enables Large Language Models to query a unified database of security detection rules from various formats.

Lingti Bot

268

Integrates AI bots into various messaging platforms and desktop clients, providing extensive local system access and intelligent conversational capabilities through a single, lightweight binary.