"Multi-agent AI systems for collaborative code development" matching MCP servers:

• multi-agent-debate-mcp

  albinjal

  A

  license

  A

  quality

  C

  maintenance

  Facilitates structured multi-agent debates with arguments, rebuttals, and judgments across multiple rounds, enabling diverse AI personas to engage in formal debate and collaborative problem-solving.

  Last updated 2025-06-11

  1

  11

  17

  MIT

• Multi Agent MCP

  R-Mabasha

  A

  license

  -

  quality

  C

  maintenance

  Transforms your IDE into an autonomous multi-agent coding assistant that orchestrates complex codebase refactoring using LangGraph and LiteLLM.

  Last updated 2026-04-14

  2

  MIT

• Multi-AI MCP Server for Claude

  RaiAnsar

  A

  license

  -

  quality

  F

  maintenance

  Connects Claude Code with multiple AI models (Gemini, Grok-3, ChatGPT, DeepSeek) simultaneously, allowing users to get diverse AI perspectives, conduct AI debates, and leverage each model's unique strengths.

  Last updated 2025-09-03

  146

  MIT

• QR for Agent

  benswel

  A

  license

  A

  quality

  B

  maintenance

  Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

  Last updated 2026-06-09

  37

  1

  MIT

• AI Development Pipeline MCP

  theburgerllc

  A

  license

  B

  quality

  C

  maintenance

  A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

  Last updated 2025-06-06

  7

  MIT

• Systems MCP

  lethain

  A

  license

  B

  quality

  C

  maintenance

  An MCP server that allows users to run and visualize systems models using the lethain:systems library, including capabilities to run model specifications and load systems documentation into the context window.

  Last updated 2025-08-17

  2

  14

  MIT

• multi-ai-collab

  iflow-mcp

  A

  license

  -

  quality

  D

  maintenance

  Lets Claude Code query multiple AI models (Gemini, Grok, ChatGPT, DeepSeek) for diverse perspectives, code reviews, debates, and more.

  Last updated 2026-02-07

  MIT

• Todo for AI MCP Server

  todo-for-ai

  A

  license

  -

  quality

  D

  maintenance

  Provides AI assistants with a standardized interface to interact with the Todo for AI task management system. It enables users to retrieve project tasks, create new entries, and submit completion feedback through natural language.

  Last updated 2026-03-24

  7

  Apache 2.0

• xlsx-for-ai

  senoff

  A

  license

  A

  quality

  A

  maintenance

  50 tools and 400 functions for working with Excel/.xlsx spreadsheets — read/write, recalculate formulas, diff, repair broken references, and audit. Built for AI agents.

  Last updated 2026-06-11

  50

  2,038

  MIT

• GDPR Compliance for AI Systems

  CSOAI-ORG

  A

  license

  A

  quality

  A

  maintenance

  Provides comprehensive GDPR compliance assessment tools for AI/ML systems, including lawful basis determination, DPIA generation, and data subject rights handling. It also crosswalks GDPR requirements to EU AI Act obligations with AI-specific considerations throughout.

  Last updated 2026-06-12

  6

  3

  MIT

• io.github.peterkolbe/ableton

  peterkolbe

  A

  license

  A

  quality

  A

  maintenance

  MCP server that bridges Ableton Live with AI models, enabling real-time project inspection and control such as track overview, device parameters, and audio analysis.

  Last updated 2026-05-15

  12

  MIT

• Development Tools MCP Server

  code-alchemist01

  A

  license

  C

  quality

  C

  maintenance

  Provides comprehensive code analysis (quality, complexity, linting, dependencies, security) and web scraping capabilities (static/dynamic content, API discovery) for development workflows.

  Last updated 2025-11-15

  42

  1

  1

  MIT

• Lucy — AI Agent for Hire

  Woodman97

  A

  license

  -

  quality

  C

  maintenance

  Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in USDC on Base or Solana. Supports A2A, MCP, x402 and Agentmail protocols.

  Last updated 2026-05-22

  3

  MIT

• Systems Manager

  Knuckles-Team

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to manage system updates, application installations, and remote host orchestration through MCP tools.

  Last updated 2026-06-10

  3

  MIT

• code-guard-ai

  negraodenio

  A

  license

  -

  quality

  B

  maintenance

  The only Multi-LLM Compliance Engine (GPT-4o + Claude + DeepSeek). Auto-fix GDPR/LGPD risks and more 15 frameworks. code.guard.eu

  Last updated 2026-04-22

  5

  MIT

• Agent Bridge for Unity

  sebastiankurvers-dev

  -

  license

  -

  quality

  -

  maintenance

  Enables AI agents to control the Unity Editor through MCP, allowing scene building, runtime scripting, visual QA, and more.

  Last updated 2026-03-09

  4

• AI Software Engineering Team -

  elhaweet

  F

  license

  -

  quality

  D

  maintenance

  Enables users to generate complete, production-ready software projects from simple ideas by coordinating 8 specialized AI agents through the Model Context Protocol.

  Last updated 2025-10-05

  4

• AI Intervention Agent

  XIADENGMA

  A

  license

  A

  quality

  A

  maintenance

  Enables real-time user intervention for MCP agents through a web UI, allowing users to review context and provide feedback when AI agents drift from intent, keeping them on track.

  Last updated 2026-06-11

  1

  16

  MIT

• Gemini MCP Server for Claude

  raydollete

  A

  license

  A

  quality

  B

  maintenance

  Integrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.

  Last updated 2026-05-09

  3

  Apache 2.0

• agent-lsp

  blackwell-systems

  A

  license

  A

  quality

  A

  maintenance

  MCP server that keeps language server sessions warm and routes multiple languages through one process. Agents get persistent cross-file awareness, speculative execution (simulate edits before writing to disk), and 20 skills that encode correct multi-step operations like safe rename, blast-radius analysis, and end-to-end refactoring. Single Go binary, no runtime dependencies.

  Last updated 2026-06-11

  50

  57

  MIT