MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
-
MCP server for AWS Bedrock - text, image, video, and embeddings across Claude, Llama, Mistral, Nova, Qwen, DeepSeek, GPT-OSS and more
MIT ★ 3 -
Give your AI coding agent superpowers — parallel multi-model queries, smart routing, and image/video generation across OpenAI (GPT-6, GPT-5.6, GPT Image 2), Gemini (Nano Banana, Veo), DeepSeek, Kimi and any OpenAI-compatible endpoint. Works with Claude Co
npm MIT -
cursor_multi_model_mcpgithub.com/felixzhudev/cursor_multi_model_mcpupdated this year
MCP server for Cursor — query OpenAI (GPT), Google (Gemini), and Anthropic (Claude) in parallel. Single tool, env-based config.
MIT -
MCP server for AWS Bedrock - text, image generation and editing, video, and embeddings across Claude, GPT, Grok, Kimi, Gemma, Mistral, Nova, Qwen, DeepSeek and more
npm MIT -
A Model Context Protocol server for structured multi-agent debates
npm MIT -
Multi-Agent-Mcpgithub.com/R-Mabasha/Multi-Agent-Mcpupdated this year
A Model-Agnostic, Git-Sandboxed Multi-Agent Nexus MCP Server.
MIT ★ 3 -
A Model Context Protocol server that provides read-only access to PostgreSQL databases with enhanced multi-schema support.
MIT ★ 3 -
Cross-vendor multi-model review committee that gates AI/agent-generated content before it ships — consensus-based hallucination defense. Zero dependencies, local-first CLI, MCP server, CI gate exit codes.
GPL-3.0 ★ 1 -
Multi-model AI subagents for Codex and Pi with MCP, parallel execution, persistent sessions, and a local web panel
npm MIT -
Multi-model AI subagents for Codex and Pi with MCP, parallel execution, persistent sessions, and a local web panel
npm MIT -
freemodel-mcpgithub.com/yummy342/freemodel-mcpupdated this year
Use the best model for every task — automatically. Multi-provider LLM router for Claude Code. Picks the right model based on what you are doing: coding, writing, reasoning. 25+ platforms (DeepSeek, Qwen, GLM, Gemini, Claude, GPT), one API key. Save 40-70%
npm MIT -
Use the best model for every task — automatically. Multi-provider LLM router for Claude Code. Picks the right model based on what you are doing: coding, writing, reasoning. 25+ platforms (DeepSeek, Qwen, GLM, Gemini, Claude, GPT), one API key. Save 40-70%
npm MIT -
Model Context Protocol (MCP) server for Rancher multi-cluster management
npm Apache-2.0 -
@iflow-mcp/spranab-brainstorm-mcpgithub.com/spranab/brainstorm-mcpupdated this year
MCP server for multi-round AI brainstorming debates across multiple models
npm MIT -
Multi-model orchestrator-worker MCP extension for Goose. VRAM-aware model hot-swapping with specialized worker roles.
MIT ★ 1 -
multi-mysql-mcp-servergithub.com/VKirill/multi-mysql-mcp-serverupdated this year
Model Context Protocol (MCP) server for MySQL & MariaDB. Multi-database, SQL injection protection, read-only mode, connection pooling, EXPLAIN ANALYZE. Works with Claude, Cursor, Windsurf, GitHub Copilot.
MIT -
symposiumgithub.com/AI-et-al/symposiumupdated this year
Multi-model deliberation as an MCP server — dissent surfaced verbatim, ledger in Markdown you own
AGPL-3.0 -
llm-council-mcpgithub.com/JeremyGracey-AI/llm-council-mcpupdated this year
Multi-model LLM Council (Karpathy-style 3-stage deliberation over OpenRouter), exposed as an MCP server for Claude Code.
MIT ★ 1 -
@iflow-mcp/pickle-pixel-hydramcpgithub.com/pickle-pixel/hydramcpupdated this year
Multi-model MCP server — compare, vote, and synthesize across GPT, Gemini, Claude, and local models from one terminal
npm MIT -
Multi-model + multi-judge consensus over MCP for Claude Code, Cursor, Cline, Continue & Zed — ask 2–6 frontier LLMs (Claude, GPT, Gemini), have an independent judge synthesise one verified answer, with blind-spot (disagreement) detection, EU data-residenc
npm MIT -
@klitchevo/code-councilgithub.com/klitchevo/code-councilupdated this year
Multi-model AI code review server using OpenRouter - get diverse perspectives from multiple LLMs in parallel
npm MIT -
Multi-Agent-AI-Trip-Planner-using-MCPgithub.com/Sahil1909-hub/Multi-Agent-AI-Trip-Planner-using-MCPupdated this year
Developed a Dockerized **Multi-Agent AI Travel Planner** using **Python, FastAPI, and the Model Context Protocol (MCP)**. Integrated **AviationStack**, **OpenWeather**, and **Tavily APIs** to provide real-time flight information, weather forecasts, and AI-powered travel research through a collaborative multi-agent architecture.
-
AarnXen-MultiAI-MCPgithub.com/Abhishek-Kraj/AarnXen-MultiAI-MCPupdated this year
Multi-model AI orchestration MCP server — 31 tools, 25+ models (Gemini, DeepSeek, Kimi, Qwen, GLM, MiniMax), memory flywheel, web grounding. Works with Claude Code.
MIT -
MCP server for the three.ws multi-provider LLM router: discover models and run chat completions through any of them.
Apache-2.0 ★ 9 -
Model Context Protocol (MCP) server for Stellar Cyber security operations with specialized multi-agent analysis capabilities
npm MIT -
mmcp-coregithub.com/ragavrida/mmcpupdated this year
MMCP — Multi-Model Collaboration Pipeline. Auto-routes tasks to Claude, GPT, Gemini, DeepSeek with RL routing, cost optimization, and MCP server support.
pypi MIT -
🌐 Manage multi-cloud resources seamlessly with poly-cloud-mcp, leveraging Model Context Protocol tools for AWS, Google Cloud, Azure, and DigitalOcean.
NOASSERTION -
ask-fableactive
An MCP (Model Context Protocol) server for Anthropic's Claude Fable, Opus 5, and multi-model reasoning councils (Gemini, Codex, DeepSeek) in Claude Code and coding agents.
pypi MIT -
Production-ready Model Context Protocol (MCP) server for multi-agent AI consultations (Codex, Claude, Anti-Gravity, Mimo) with Minimax-M3 consensus synthesis
MIT ★ 1 -
agestragithub.com/mua-vtuber/agestraupdated this year
Multi-host MCP orchestration for Claude Code, Codex CLI, Gemini CLI, and local models
npm GPL-3.0-only -
house-of-wisdom-mcpgithub.com/EzzoHamdan/house-of-wisdom-mcpupdated this year
House of Wisdom MCP: Multi-model consultation council. Diverse AI model families investigate independently and return their own perspectives; the orchestrator weighs them. Inspired by the medieval Bayt al-Hikma.
MIT ★ 4 -
Visual multi-agent debate pipeline builder, live token streaming playground, and scoped Model Context Protocol (MCP) tool security gateway for Haize Labs Verdict.
★ 1 -
mcp-docstoregithub.com/Fishwaldo/mcp-docstoreupdated this year
Multi-tenant Model Context Protocol (MCP) server that gives AI agents a persistent, searchable, version-controlled document store — save in one session, retrieve and edit in another.
MIT ★ 3 -
@velvetmonkey/flywheel-ideasgithub.com/velvetmonkey/flywheel-ideasupdated this year
The local-first falsifiable decision ledger — MCP server that turns an Obsidian vault into a compounding decision system with multi-model AI council dissent and outcome-driven refutation propagation.
npm Apache-2.0 -
Local, cost-aware multi-model expert orchestration for Pi and Codex MCP hosts: discovers callable Pi models, dynamically assembles semantic expert teams from billing policy and capability profiles, executes in isolated worktrees, and returns structured results to the Main Agent
MIT -
Multi-model AI code review orchestrator with hub-and-spoke debate
MIT -
Multi-AI consensus MCP server that queries multiple AI models (OpenAI, Claude, Gemini, custom APIs) in parallel and synthesizes responses to reduce bias and improve accuracy. A Python implementation of the wisdom-of-crowds approach for AI decision making.
MIT ★ 33 -
agentic-dev-assistantgithub.com/SaifulJnU/agentic-dev-assistantupdated this year
Multi-agent AI assistant that turns a GitHub issue into a draft PR with tests; planner/coder/reviewer loop on LangGraph, served via FastAPI + MCP. Swappable Claude / GPT / local Hugging Face models. Prompt caching & model tiering for ~50% lower cost. Dockerized, CI-tested.
-
Multi-model deliberation as an MCP tool: several LLMs debate a question across rounds, then a chair synthesises consensus. Works with any OpenAI- or Anthropic-compatible provider.
★ 4 -
Multi-Agent AI Orchestration via Model Context Protocol - Access specialized CLI AI agents (Aider, Qwen, Gemini, Goose, etc.) with intelligent fallback and configuration
npm MIT -
Multi-agent orchestration loop: worker → cross-model reviewer → score ≥ 9. Ships as an MCP server, agent skill, and CLI. Supports Codex, Grok, Claude, OpenCode, and Kimi.
MIT ★ 5 -
A customizable Model Context Protocol (MCP) server for AI, automation, and developer tool APIs. Includes dynamic tool loading, multi-language script execution, and remote system integration.
npm MIT -
Autonomous Network Attack Forecasting & Multi-Agent SOC Co-Pilot powered by Temporal World Models, MITRE ATT&CK, CAPEC, CVE/NVD, and Dual Statutory Reporting (CERT-In + NCIIPC). Built for SIH 2026 (PS: 26153).
MIT ★ 4 -
Multi-disciplinary mental models & cognitive coaching for AI agents via NPX
npm MIT -
contextive-mcp-servergithub.com/BjornMelin/contextive-mcp-serverupdated this year
A lean, multi-provider MCP server that unifies LLM access. Token-efficient tools, composable workflows, and multi-model routing via Vercel AI SDK. Works with Claude, ChatGPT, Cursor & more.
-
Multi-model AI gateway — 8 providers plus local models, no system prompt injection.
Apache-2.0 ★ 1 -
Mock-only Bambu Lab multi-model MCP prototype with conservative capability discovery
-
See which of your models actually works. MCP server for multi-provider model quality: discover, probe, rank and recommend across OpenAI-compatible gateways.
MIT ★ 1 -
A multi-purpose Model Context Protocol server providing utility tools for AI assistants
npm MIT -
Model Context Protocol (MCP) server for multi-database query execution with support for SQLite, PostgreSQL, and MySQL
npm MIT -
A multi-database Model Context Protocol server developed in Java that gives AI tools — Claude Code, Claude Desktop, or any MCP-compatible client — a unified interface to MySQL, SQL Server, MongoDB, Elasticsearch, Oracle, and Redis, with multi-datasource support for every engine.
Apache-2.0 ★ 1 -
Universal Multi-Agent Swarm Exposer over Model Context Protocol for IDEs
NOASSERTION -
imagegengithub.com/CCimen/imagegenupdated this year
Local-first MCP image generation server with multi-model support (OpenAI, Gemini) and embedded interactive studio
NOASSERTION -
riven-mcpgithub.com/rivenai/riven-mcpupdated this year
Official Riven MCP server — bring Riven chat, research, and multi-model council into any MCP client.
MIT -
Model Context Protocol server for WooCommerce: multi-store, previewed safe writes, refunds, bulk pricing, and sales analytics.
npm MIT ★ 1 -
knowledge-graph-causal-discovery-mcpgithub.com/apifyforge/knowledge-graph-causal-discovery-mcpupdated this year
Knowledge graph causal discovery over multi-domain research data, delivered through a single Model Context Protocol interface.
MIT -
chronos-agentgithub.com/pradhankukiran/chronos-agentupdated this year
A multi-sector time-series forecasting portal and FastMCP tool server using ensembled Prophet and XGBoost hybrid modeling.
-
Official Model Context Protocol (MCP) server for Markolis institutional quantitative market intelligence and multi-asset auction profile telemetry.
Apache-2.0 -
energy-transition-resilience-mcpgithub.com/apifyforge/energy-transition-resilience-mcpupdated this year
Energy transition resilience analysis via the Model Context Protocol, combining 8 live data sources into a unified multi-factor assessment.
MIT -
image-vision-mcpgithub.com/staticdeng/image-vision-mcpupdated this year
Multi-model vision MCP server (GLM-4.6V, Kimi, Qwen-VL, GPT-4o) that lets text-only coding models in Claude Code see and understand images.
npm MIT