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MCP servers tagged production
22 live MCP servers tagged "production", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with production.
Agents Towards Production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable…
Mcpbook
An MCP (Model Context Protocol) server that exposes documentation sites content for AI assistants. This server scrapes and indexes GitBook and other websites documentation, making…
Tokio Prompt Orchestrator
Multi-core, Tokio-native orchestration for LLM pipelines.
Agent2
Turn domain experts into production AI agents.
Agent2
Turn domain experts into production AI agents.
Production Grade MCP Agentic System
Building a Production-Grade MCP Server Architecture with a Multi-Agent System
Flox Agentic
Supplying agents with Flox knowledge
Awesome AI Application Engineer
Practical AI application engineering roadmap: LLM basics, Prompt Engineering, RAG, Agents, MCP, evaluation, production, tutorials, checklists, and templates.
Xidao Cookbook
Migration guides, rollout checklists, cost-control patterns, and LLM routing recipes for OpenAI-compatible APIs. Covers OpenRouter alternatives, failover strategies, and productio…
AIPA AITCF
Production AI code review + autonomous web research agent. Claude tool-use loop over 4 Bright Data products (Web Unlocker · SERP API · Scraping Browser · MCP Server). HubSpot CRM…
Backend
Leonobitech backend monorepo — 15 production microservices (Node · TypeScript · Rust)
Palworld Nuclear Hack
Modify Palworld with features including God Mode, fly hacks, item and pal spawners, ESP, and teleportation tools.
Google Gemini Agentic AI
Exploring the core components – models, tools, orchestration, memory and evaluation
Agent Stack
Curated registry of 50+ infrastructure tools purpose-built for production AI agents — evals, memory, orchestration, communication, observability.
Awesome Agent Failures
Production failure modes for LLM agents: symptoms, reproductions, mitigations
Mathlib5 Spec MCP
[ARCHIVED] Custom MCP Server for MATHLIB5 VSCP Meta-Architecture - Bridges kernels and engines to AI agents with full system introspection — SSL v3.0
SimTrace
Traceable, tool-building discrete-event simulation toolkit for SimPy models, exposed over MCP.
Game Foundry Os
Game production operating system — asset registry, encounter doctrine, proof pipeline, and chapter management.
Agent Dna
🧬 Agent-DNA — The core DNA every AI agent should have. A phased, research-driven engineering system for building production-quality AI agents. 24 principles, 9 build phases, audit…
AgenticRAG Router
A production-style RAG pipeline where an LLM agent chooses its own retrieval strategy through MCP, benchmarked against static baselines on 1,000 real biomedical questions.
Trusted Transcription
Catches an AI's confident mistakes before they reach a client — what turns an impressive demo into something you can invoice.
Claude Code Production Starter
Production-ready Claude Code starter — persistent context, reusable workflows, MCP setup, safety hooks & Node.js example | AI Engineering | LLMOps | DevOps