Developer Tools MCP Servers

Quickstart Resources

676

Provides example servers and clients used in the Model Context Protocol tutorials.

AI Prompts

672

Collects and shares AI prompts, best practices, and curated rules to enhance developer workflows within AI-assisted coding tools.

Agentic Radar

656

Analyzes agentic systems to identify potential vulnerabilities and security insights.

Agent Communication Protocol

653

Establishes an open, standardized protocol for framework-agnostic agent communication.

Vet

646

Analyzes software composition for vulnerabilities and malicious packages using policy-as-code.

Protolint

643

Enforces Protocol Buffer style and conventions through linting and automated fixes.

Heurist Agent Framework

632

Provides a modular framework for building AI agents capable of interacting across multiple platforms and accessing external tools.

Deebo

621

Automates debugging for AI coding agents by running parallel investigations and validating fixes.

CloudBase AI ToolKit

608

Automate the generation, deployment, and hosting of full-stack web applications, mini-programs, databases, and backend services using AI IDEs.

Context7

601

Fetches up-to-date documentation and code examples for libraries directly into LLM prompts.

Atproto

598

Provides a Python SDK for interacting with the AT Protocol (Bluesky).

VectorCode

595

Indexes code repositories to provide context to LLMs for improved code completion and understanding.

Memory Bank

586

Provides remote access to memory bank files via the Model Context Protocol (MCP).

Workers

584

Enables Claude Desktop and other MCP clients to interact with Cloudflare Workers.

Npcpy

582

Provides an agent-based framework with command-line tools for integrating AI models into daily workflows.

Just Prompt

580

Provides a unified interface to multiple Large Language Model (LLM) providers, simplifying interaction with services like OpenAI, Anthropic, and Google Gemini.

OpenAPI Tool Servers

578

Provides reference OpenAPI Tool Server implementations for integrating external tooling and data sources into LLM agents and workflows.

Mcpdoc

578

Exposes LLM documentation defined in llms.txt files to IDEs for improved context retrieval and auditability.

QGIS Model Context Protocol

577

Enables Large Language Models to interact with and control QGIS Desktop for tasks like project creation, layer loading, and code execution.

Short Video Maker

573

Automates the creation of short-form videos for platforms like TikTok, Instagram Reels, and YouTube Shorts from text inputs.