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MCP servers tagged harness-engineering
92 live MCP servers tagged "harness-engineering", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with harness-engineering.
Bob Scripts Gregorys Awesome Teams
Project kit for prompt, context and harness engineering. Run the Setup Prompt that will turn your project directory into one the IBM Bob harness already knows how to work in using…
AI Agent Engineering
AI Agent 系统工程深读笔记 | 从 LLM→Agent→Orchestrator 的架构演进、关键技术与工程实现 | Session Management · Context Engineering · Tool Registration · Harness Engineering
Context Forge
Auto harness engineering meta-repo: discuss → curate → bootstrap a context-engineered project for Claude Code, Cursor, Copilot, and other AI coding agents.
Agent Action Gate
Deterministic policy gates for AI agent tool calls: allow, deny, or require human approval.
Harness Scouter
Scores a Claude Code harness from the transcripts already on your machine: 6 stats of what your agent actually did, computed locally with no LLM calls. Then it runs a reproducibil…
Harness Cook
🧑🍳 Harness Engineering-Agent 治理集成总线 — 为 Claude Code / Copilot CLI / Hermes / Cursor / OpenAI 等 AI Agent 提供声明式配置、一键部署、可观测的管控能力。Hooks 定约束，Skills 定步骤，Agents 定角色。
Beijixing
企业级 零信任 Agent harness治理框架：统一准入、任务级最小授权、证据核验、预算、审批、审计、撤销与回滚。
Sre Harness
A minimal, runnable reference harness for SRE agents: tool orchestration, verification, memory, guardrails, and observability in one ~40-line loop. Agent = Model + Harness.
Opencode Memory
Distributed local-first hybrid-RAG memory layer and Harness bootstrapper for opencode agents, with dynamic pre-injection and styled console TUI.
Agent Builder
Build local-first AI agents with a single-file harness — 25 built-in tools, skills (progressive disclosure), MCP client, container sandbox, subagent decomposition, knowledge syste…
Agent Action Gate
Deterministic policy gates for AI agent tool calls: allow, deny, or require human approval.
Effect Autoagent
Framework for building, optimizing, and deploying AI agents as Effect services. Define an agent as a declarative blueprint. Run it against benchmarks.
Codex Harness MCP
Local Codex MCP harness for contracts, persistent RAG memory, evals, natural-language specs, and Meta-Harness-lite promotion records.
Fascicle
Compose agents like plain values. A TypeScript toolkit that wires LLM calls, tools, and functions into typed steps over eight providers. No framework, no ambient state.
Acornops
Open-source, self-hosted AI-assisted operations for Kubernetes and Linux. Start here for source, architecture, deployment, and contributions.
Memtomem Stm
Short-term memory proxy gateway with proactive memory surfacing for AI agents
Avvarre
AI context that survives the chat window. Persistent repo memory, impact analysis, and instant style audits in one command.
Intent Gate
Stop AI coding agents from guessing. MCP server + Claude Code plugin that enforces intent alignment BEFORE coding: PRD → intent-confidence gate → Mermaid contracts (state machines…
Culi
Self-improving context & memory for Claude Code and OpenAI Codex. One canonical knowledge store injected only when relevant — hooks push budgeted context, an MCP server serves dep…
MyWellWallet
Flutter app: on-device MedGemma, FHIR via MCP, Apple Health + SQLite for private health Q&A and research.
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…
Browser Server
Browser Server is a self-hosted personal-data service with a web app and browser extensions. It stores todos, bookmarks, browsing history, password-wallet entries, screenshots, an…
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…
Cyrene
一个基于 Java 的 垂类Agent 应用开发Harness，包含知识图谱，知识库，联网插件，生图等工具包，让你可以构建自己的产品代理。
Harness Factory
Answer a few questions → download a production-ready agent harness for Claude Code, Codex, or Cursor. Bilingual (EN/KO), Docker-ready.
Harness Engineering Practice
Harness Engineering — a practical guide to the platform layer of coding agents (Claude Code & Codex): skills, hooks, config, permissions, reasoning effort. EN / 한국어 / 日本語 / 中文.
CC RADT
CC-RADT: a full-lifecycle multi-agent software R&D harness for Claude Code
Bfsi Agents Fraud Lab
Clerivon AI lab/pilot: multi-agent BFSI fraud detection (Monitor→Investigator→Adjudicator→Explainer→Feedback). Synthetic E2E demo — Streamlit, harness, SQLite/Postgres, Docker.
Blackwall
Blackwall is an autonomous Agentic Firewall designed to secure AI agents by actively intercepting execution flows before they reach external systems or the host OS. It leverages s…
Bugbounty.sa
Unofficial CLI/MCP server for bugbounty.sa (reports, programs, scope,flow-up) ⚙
Turnloop
A local-first agentic coding harness. Streaming tool loop, permission gating, context compaction, subagents, MCP — and an experiments layer that measures whether any of it helps.…
Definitive Agent Harness Guide
The Definitive Agent Harness Guide — 7 levels of agent engineering, from prompt hacking to distributed intelligence. 1500+ lines, 60+ research sources, production-tested patterns.
Ga Bagua Semantic Kg
GA-Bagua Semantic KG: LLM semantic memory layer using Geometric Algebra and I-Ching Bagua taxonomy
Software Observatory
A catalog of epistemic sensors for software correctness — the observable signals that reduce uncertainty about whether a system is correct
Portable Harnesses
Models are model+harness pairs now. Swap one — watch it break. Measure the portability tax. Write the shim.
Vidbyte SDK
Python SDK for building, evaluating, and debugging reliable AI agent harnesses.
Marcelomiyake
Marcelo Miyake’s GitHub profile — software architecture, distributed systems, mission-critical software, and AI engineering.
Procdork
eval ready procurement harness
Duckgrep
Grep finds strings. duckgrep answers questions.
Operator
A sophisticated Governance & Harness Engineering framework for Gemini CLI. Orchestrate large-scale AI agents with protocol integrity. Inspired by The Matrix.
Harness Engineering
Learn Harness Engineering with notes, concepts, and hands-on practice for building AI agent workflows and constraint-driven systems
Caloogy Code
No description published.