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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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"Proof-of-Concept Examples for Multi-Component Processes (Model Context Protocol)" matching MCP servers:
- Alicense-qualityDmaintenanceTransforms your IDE into an autonomous multi-agent coding assistant that orchestrates complex codebase refactoring using LangGraph and LiteLLM.3MIT
- AlicenseBqualityFmaintenanceA Model Context Protocol server that enables LLMs to read, search, and analyze code files with advanced caching and real-time file watching capabilities.61339MIT
- AlicenseBqualityBmaintenanceManages multiple AI CLI instances (Claude Code, Codex, Gemini, Cursor) in tmux sessions for parallel task execution, with optional git worktree support.90MIT
- Alicense-qualityDmaintenanceShare context, detect file conflicts, and send messages across parallel Claude Code sessions62MIT
- Alicense-qualityBmaintenanceReduces token consumption for AI coding agents by 50-70% through intelligent code context filtering, Git delta tracking, and local SQLite/Tree-sitter indexing.167MIT
- Alicense-qualityBmaintenanceA token-efficient, codebase-aware AI agent runtime that provides MCP tools for starting runs, getting run states, explaining code, and finding files.13MIT
- Alicense-qualityBmaintenanceA local-first bridge for moving useful context between coding agents, indexing sessions and creating handoff packets for seamless agent switching.3MIT
- Alicense-qualityBmaintenanceA local MCP server that lets Hermes supervise Claude Code, delegating focused coding, research, or review tasks to the Claude Code CLI and managing worker sessions, background jobs, cancellations, and read-only reviews.2MIT
- Flicense-qualityCmaintenanceOrchestrates multiple AI agents (Product Manager, Software Architect, Engineer, QA, Reviewer) to collaboratively plan, design, implement, review, and improve software development projects via MCP tools.
- AlicenseBqualityCmaintenanceBridges Claude Code CLI with Cursor IDE to use your existing Claude subscription without separate API costs.13MIT
- Alicense-qualityBmaintenanceCreates and manages multi-agent teams of AI coding assistants (Claude Code, Codex CLI) that collaborate in tmux terminal sessions. Enables a leader agent to assign sub-tasks to team members for coordinated development.ISC
- Alicense-qualityCmaintenanceEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.17513MIT
- Alicense-qualityFmaintenanceMCP server to provide Jira Tickets information to AI coding agents like Cursor37626MIT
- Flicense-qualityDmaintenanceEnables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.4
- AlicenseAqualityAmaintenanceOrchestrates multiple AI coding agents declaratively to automate software development workflows for engineering teams.212879Apache 2.0
- AlicenseBqualityBmaintenanceEnables coding agents to incrementally index project text and code, persist decisions and constraints with clear sources, and assemble focused project context across sessions via MCP.342375MIT
- Alicense-qualityAmaintenanceAn MCP server that enhances Claude Code with evidence-first engineering, protocol gates, project-aware verification, auditable traces, and durable autonomous execution.30MIT
- Alicense-qualityAmaintenanceThe most advanced MCP server for Godot Editor that lets AI assistants operate directly inside your running Godot project for scene creation, script generation, UI authoring, and more.31MIT
- FlicenseBqualityCmaintenanceProvides 23 modular tools for competitive programming, including problem analysis, algorithm planning, code generation, verification, testing, code review, and learning assistance.23