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MCP servers tagged loop-engineering
30 live MCP servers tagged "loop-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with loop-engineering.
QwenPaw
Your Personal AI Assistant; easy to install, deploy on your own machine or on the cloud; supports multiple chat apps with easily extensible capabilities.
LongHorizon Harness
The long-horizon computer-use harness. Run AI agents across desktop apps and the CLI for extended periods while preserving task state and making reliable progress on complex workf…
Waggle
Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.
Waggle
Attributed, resolvable artifact references for agent handoffs — a ~30-byte token instead of pasted context. MCP-native; the reference layer for the agent-harness world.
Ospec
Spec-driven, agentic workflow framework for AI coding agents. Turn a request into a verifiable goal loop — plan, act, verify — with durable specs and evidence in your repo. Works…
Openloomi
Openloomi is your open-source proactive AI Mates that remembers all work details.
Opencode Plusplus
OpenCode++：面向 OpenCode 的 AI 编程可靠性增强框架，为其增加上下文管理、编辑边界、命令证据、验证门禁、影响分析与修复闭环能力。OpenCode++: a Coding Agent Reliability Harness for OpenCode, adding context, edit boundaries, command ev…
Open Index
The structured context layer for AI agents. Build self-learning specialised agents that are context aware.
Awesome Loop Engineering
🔁 Build reliable recurring AI-agent systems: 1001 resources, 22 operational patterns, 22 loop contracts, 8 runtime starters, an interactive atlas, and a structured dataset.
Second Brain
Build a second brain every AI can share: your content in Oracle AI Database 26ai — semantic search with in-database embeddings, a self-compiling wiki, four kinds of agent memory,…
LoopEngineering CrashCourse
A free, open-source loop engineering curriculum: 14 steps, 20 loop kits, graded labs, and Loop Ready certification.
Cladding
For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in befor…
KarvyLoop
The agent that learns how you decide - and proves it by never deciding for you. A local-first, loop-native runtime for a team of AI agents on your machine.
Qwen Orchestrator
🚀 Multi-agent orchestration for Qwen Code CLI. 24 specialized AI agents and 82+ skills working as a professional dev department. Built for Alibaba's open-source AI coding assistan…
Athena
Autonomous, local-first multi-agent AI assistant framework built in TypeScript. Features native terminal & browser automation, persistent SQLite memory, dynamic procedural skill l…
Agentic Workstation
AI-native workstation provisioning layer — chezmoi, host policies and tooling that installs/configures Agent Toolkit across modern coding agents
Athena
Autonomous, local-first multi-agent AI assistant framework built in TypeScript. Features native terminal & browser automation, persistent SQLite memory, dynamic procedural skill l…
Machin Hart
The agent-first artifact host — publish self-contained HTML from any terminal agent and get a live, versioned, CSP-sandboxed URL. One MFL binary (CLI + daemon), BYOK.
Loop Studio
Loop Studio - A Loop Engineering Engine with Verify-Separation and Quality Gates for Multi-Agent Software Delivery
Codex Multi Agents Loop
Codex-native multi-agent engineering loop for software projects: structured evaluation, bounded iterations, SQLite state, artifacts, and project memory.
Loopcode
The open-source standard for autonomous AI agent loops. Compose. Verify. Deploy.
Windagent
可组合的通用 Agent 编排框架 — 使用声明式 YAML DSL 和可视化编辑器组合主流 Agent 范式，一次编写，通过 CLI、Web API、Python SDK 或 TypeScript SDK 运行。 定位：编排者，不是创造者。所有范式构建在 LangGraph / LangChain / FastMCP / A2A 等成熟生态之上，不重复…
Enji Guard CLI
CLI/MCP agent surface for Enji Guard
Tool.Agent Harness Deploy
Self-deploying cross-tool AI harness — one canonical source deployed to Claude Code, Codex, Cursor, Devin, Antigravity & 9 more. Loop engineering, three-layer memory, worker perso…
Hermes Loop Engineering
Hermes Agent starter kit for safe scheduled, stateful AI-agent loops
Looprelay
LoopRelay: local continuity and evidence for long-running Codex and Claude Code loops.
Loopr
A live dashboard for loop engineering to monitor every step of your loops. A maker builds, a checker grades it against your rubric, and it repeats until every criterion clears you…
SystemWright
Stop writing better prompts — design the system that runs them. A cross-platform Agent Skill (Claude Code · Codex · Gemini · Cursor) that turns a vague goal into a reusable AI wor…
Permitd
Governed tool execution for agent loops: propose -> permit -> approve -> execute -> audit. Fail-closed, zero dependencies.
Qwen3.8 Flash Next Single DGX Spark
Serve Qwen3.8-Flash-Next NVFP4 on a single DGX Spark with TP=1 using this self-contained recipe.