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maintenanceA collection of Model Context Protocol implementations ranging from a minimal hello-world to an autonomous AI agent for software development.
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"Examples of MCPs (Microservices Communication Protocols) That Do Not Require API Keys" matching MCP servers:
- AlicenseNot gradedqualityDmaintenanceAn MCP server that enables users to manage Google's Jules AI coding agent sessions directly from MCP-compatible clients. It supports creating sessions, approving execution plans, and interacting with session activity to streamline autonomous coding workflows.12MIT
- FlicenseNot gradedqualityCmaintenanceMCP server that automates the generation of production-grade async FastAPI services following Clean Architecture, with self-healing pytest-based verification and OpenAPI spec ingestion for rapid CRUD API development.
- AlicenseNot gradedqualityCmaintenanceAn MCP server that extends AI coding assistants with deterministic, algorithmic capabilities such as code analysis, fault localization, and formal verification, enabling an autonomous engineering team within the IDE.MIT
- AlicenseAqualityDmaintenanceThis MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.7561MIT
- FlicenseNot gradedqualityBmaintenanceA multi-agent system for code rules management using MCP, supporting search, generation, and architectural validation through specialized agents.1
- FlicenseNot gradedqualityDmaintenanceAn interactive coding agent and MCP server that provides access to various AI models via the Tsinghua University lab proxy API. It enables users to inspect files and execute shell commands within their local directory using models like DeepSeek, GLM, and Qwen.10
- AlicenseAqualityDmaintenanceRun DeepSeek as a real sub-agent inside Claude Code / Codex CLI — not just a single LLM call. DeepSeek gets its own 7-tool agent loop (Read/Write/Edit/Bash/Glob/Grep/NotebookEdit) inside a sandboxed workspace.223MIT
- AlicenseAqualityAmaintenanceA TypeScript MCP server that lets AI assistants interact with the Godot 4.x game engine: not just editing files, but playing the game.3679457MIT
- AlicenseAqualityAmaintenanceA single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.3Apache 2.0
- AlicenseAqualityCmaintenanceProvides per-Subagent MCP controls to any coding agent or client across all your MCPs and prevents context window waste. Loads only 3 tools instead of all your MCP Server's tool definitions. Agents discover tools on-demand, only when needed and only the servers and tools they are allowed.441MIT
- AlicenseAqualityDmaintenanceOfficial implementation of Anthropic's 'think' tool that provides Claude with a dedicated space for structured reasoning, improving performance by up to 54% on complex tasks requiring multi-step problem solving.126126MIT
- AlicenseAqualityDmaintenanceOrchestrates multiple Claude Code agents across iTerm2 sessions with process-level isolation, enabling collaborative AI development workflows on multiple codebases with task-based inter-agent communication and persistent state management.71MIT
- AlicenseAqualityAmaintenanceVeto MCP — gives every major AI CLI (Claude Code, Codex, Gemini, Cursor, Windsurf) a council of 49 specialist agents + 93 tools. Deterministic-first, self-learning, no API keys.932983MIT
- FlicenseAqualityDmaintenanceAn MCP server for managing, editing, and running Stata .do files, integrating with Claude Desktop to enable natural language control of Stata analysis on macOS.71
- AlicenseBqualityCmaintenanceA coding agent toolkit that transforms LLMs into coding assistants capable of working directly on your codebase with semantic code retrieval and editing tools, providing IDE-like capabilities without requiring API subscriptions.331MIT
- FlicenseBqualityDmaintenanceA specialized toolchain that guides AI agents through a structured 'Atomic Development' workflow for building Python FastAPI and Supabase backends. It manages project scaffolding and enforces dependency-ordered generation of database models, API routes, and tests.9
- FlicenseNot gradedqualityBmaintenanceA local, cross-editor MCP server that provides persistent memory for coding agents, capturing and recalling decisions, conventions, and fixes across sessions without API keys.
- AlicenseNot gradedqualityDmaintenanceA server component of the Model Context Protocol that provides intelligent analysis of codebases using vector search and machine learning to understand code patterns, architectural decisions, and documentation.12MIT
- AlicenseNot gradedqualityCmaintenanceMCP server that lets Claude, ChatGPT, or VS Code build a complete, machine-checked model of your domain and generate an app from it.Apache 2.0
