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MCP servers tagged production-ai
20 live MCP servers tagged "production-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with production-ai.
Awesome Fde Resources
A curated collection of resources, tools, practices, case studies, and opportunities for Forward Deployed Engineers.
AndrejKarpathy 2026 FocusProjects
Andrej Karpathy's 2026 AI Systems Engineering Roadmap — 7 production-grade projects covering Context Engineering, Tool Design, Agent Orchestration, Eval Discipline, Reliability En…
Omnigent
Universal autonomous agent framework with ReAct loop, multi-provider LLM routing, reasoning graph, and MCP integration, domain-agnostic for building specialized AI agents.
Yaagents
Governed REST APIs for production AI agents — Agentic REST Profile, Gateway, and SDKs.
Production Agent Design
Architect high-reliability, logic-driven AI agents for production.
Langgraph Plan Execute Validate
Reliable LangGraph agents with a Plan-Execute-Validate (PEV) loop, automated retries, and MCP tool integration
Fde Guide
A field guide for FDEs and applied AI teams: value engineering and production architecture.
Jv Obsidian Assistant
Portfolio extract of a persona-driven AI assistant over an Obsidian Markdown vault through a typed MCP filesystem core. The private original runs daily; this sanitized cut reads b…
AI For Architect
🚀 24-week AI Engineering journey with Python, LLM APIs, MCP servers & production patterns. Streaming clients, multi-provider CLI, token tracking. Perfect for developers entering A…
Jv Watchtower MCP
Read-only MCP operations console over a 24/7 algorithmic trading fleet (sanitized portfolio extract). Sanitization is enforced in the data layer, so the strategy never reaches the…
Rfc Agent Validator
RFC analysis agent with empirical validation. Compares custom API tools vs WebSearch-only. Real-world testing proved custom tools produce superior structured output. Model-agnosti…
Axonflow SDK Python
Official Python SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Java
Official Java SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Go
Official Go SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Axonflow SDK Typescript
Official TypeScript SDK for AxonFlow — runtime control, MCP policy enforcement, approvals, and audit trails for production AI
Electripy AI
Open-source AI Application Runtime for reliable, observable, and governable production AI systems.
Claude Code Orchestra
Production AI development environment: 24 skills, 26 hooks, 11 agents, 7 MCP servers — orchestrating Claude Code for complex software engineering workflows
Mpaop Platform
MPAOP — Multi-Project AI Orchestration Platform. Autonomous AI-driven software delivery with MCP + REST, built by Abdel Alahdal at Infragate Solutions LTD.
Tollgate
Safety layer for AI agents — Protect · Route · Prove. Budgets, tool-loop hard stops, failover, chaos DR proof. OpenAI drop-in · MCP · n8n.
Agent Identity MCP
Reference credential plane for agentic systems: per-action scoped credentials, verifier-side authorization, replay protection, audience binding, and tool-call identity boundaries.…