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MCP servers tagged human-in-the-loop
489 live MCP servers tagged "human-in-the-loop", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with human-in-the-loop.
Kalita
An executable runtime for business systems in the agent era: agents write a constrained DSL, the runtime enforces permissions and workflows, humans sign what matters - and nothing…
NilCore
The tiny, trustworthy coding agent leverages sandboxed execution, verifier-owned completion, human gates, and a replayable audit trail.
Meetric
Autonomous meeting follow-up agent powered by Qwen Cloud, with human-in-the-loop approval
Arclasp
Runtime governance for AI-agent workflows with cumulative controls and human approval.
MeatLoop
MeatLoop exists to offer AI agents a way to consult a human on simple questions, such as about an image or comparison between two images, via email.
Agentic Compliance Platform
Engineering case study: an agentic AI tier for a denied-party-screening compliance platform — safe, grounded, auditable LLM tooling (RAG, MCP, HITL). Sanitized code + architecture…
Schema Driven Policy Workflow Agent
Deterministic pre-execution governance layer for agentic workflow actions using schema contracts, MCP, HITL, ADK-style orchestration, and evaluation cases.
Pausemesh
Lets long-running AI workflows pause for approval and resume exactly once after disconnects or restarts, without binding to one agent protocol.
AI Collab MCP Notes
CHIEF — decision-audit infrastructure for trustworthy AI-assisted review, revision, and human adjudication
Saltapp Python
saltapp: the Python SDK for Salt agents (saltapp.ai). Webhook and socket mode, PGP, ask/approve, and integrations for LangChain/LangGraph, CrewAI, Pydantic AI, Agno, ADK, OpenAI A…
Approvals
MCP server implementing a human-in-the-loop approval gate for AI agents, with a tamper-evident hash-chained audit log.
Agents Connect
Agent-to-agent event bus and human-in-the-loop notification hub on Firebase: aconn CLI + MCP server, web app, Claude Code channel and permission relay
VoyaGen AI
Multi-agent AI travel planner with a human-in-the-loop approval step. LangGraph orchestrates specialist agents (flights, hotels, weather, budget, itinerary) over Model Context Pro…
Personal Agent
本地优先的桌面 AI 助手，同时作为 Codex 的受控执行端：以 MCP Server 接入上游，委派任务由本地 Runtime 用自配模型执行；权限默认为空，项目改动先出 diff 并经人工批准。
Autonomous Graph Engineering
Permission-safe prompt refinement and bounded graph orchestration for Codex, Claude Code, Cursor, and GitHub Copilot.
Reddit Agent Publisher
Agent-safe Reddit control layer for ChatGPT, MCP & CLI: browser-native posts/comments, Reddit Chat & DMs, bell/AutoModerator reads, eligibility preflight, live approval, idempoten…
Flower MCP
Provider-neutral MCP server for software engineering: requirements, goals, milestones, portable implementation plans, verification and durable handover for coding agents, backed b…
Geo Explorer Trustpath AI
Protótipo educacional de capacitação responsável em IA com dados sintéticos, testes automatizados e MCP read-only.
Incidentgate
An AI-control evaluation harness: does a policy, monitor and human-approval chain stop an adversarial incident-response agent, and which layer does the work? Closed at a baseline…
Autonomous Bioinformatics Agent
An autonomous, human-in-the-loop bioinformatics research agent that performs end-to-end RNA-Seq differential expression analysis, dynamic multi-MCP routing, and evidence-grounded…
Hermes Plugin Senzu
Hermes Agent plugin: hands a stuck assistant over to the people who maintain it, and gates critical actions.
Cloud Browser MCP
Self-hosted Chromium MCP server with isolated browser profiles, OAuth, and human-approved remote browsing. DrissionPage terms apply.
Jobkubera Lab
AI systems engineering portfolio focused on bounded agents, AI assurance, evidence-driven automation and human-controlled execution.
Agents AI
Agentes LangGraph com HITL via interrupt(), MCP server custom e evals LLM-as-judge — multi-provider (Claude, OpenAI, Ollama)
Bug Reviewer
Human-in-the-loop visual review for AI-powered bug fixes. Built for Claude Code.
Deepbrief Lab
Build Your Own Deep Research — a 9-notebook student lab covering MCP, A2A, multi-agent, and HITL agent patterns
Nuvrail
Approval gateway for AI agents' email: an IMAP/SMTP proxy that stages every write (move, delete, send) for human sign-off. Self-hosted, AGPL-3.0.
Hire Humans
Your AI agent can hire real humans for tasks it can't do alone. 5 playbooks + 80+ directory list.
Learn MCP Agent Guard
An MCP host that stops and asks before it does anything it can't undo: Postgres persistence, human-in-the-loop approval gates, evals, and replay.
Quality Guardian Langgraph
A stateful LangGraph agent that validates data quality, self-corrects with an evaluator-optimizer loop, and pauses for human approval on risky writes.
Publish Social Media From Opencode
Connect OpenCode to Groniz, turn repository source material into channel-specific drafts, review them, and publish or schedule with live integration settings.
AI Operations Agent
Агентный анализ инцидентов для бэкенд-сервисов: workflow на LangGraph, интеграции через MCP, вызов инструментов и операции записи с подтверждением человеком
Agentinbox
Ask-gate consumer (Slack/terminal/CI/mobile)
Xiaohongshu Auto Ops Assistant
以人为最终责任节点的小红书内容生产、人工复核与受控发布工作流
FourEyes
Human-gated support agent: dual MCP servers, LangGraph interrupts checkpointing before every irreversible write, three defense layers red-teamed against prompt injection.
Index Memory Vault
Self-hosted AI memory server for Claude, ChatGPT, Codex, Cursor and local LLMs — user-owned storage, human approval gates.
Event Driven Agentic Platform
A lightweight multi-tenant, event-driven Agentic AI platform prototype built with FastAPI, MCP, and an orchestrator-agent architecture, featuring tenant isolation, human approval,…
AI Ops Assistant
Back-office AI assistant for a service business. Tools over MCP; anything that changes data becomes an approval card, refunds need the owner, every decision is audited. Live: http…
Sshgate
Let your AI coding agent diagnose and fix Linux servers over SSH without giving it a shell. Reads run instantly (kernel-jailed on supported hosts); every write needs one tap on yo…
Connectwise Service Operations MCP
Approval-controlled service operations through a browser workspace and MCP. Scoped ticket evidence, separate-user review, verified writes and recovery. TypeScript, FastAPI, Postgr…
Mail Assistant
Security-conscious AI email assistant built with Python, MCP and LLM agents
Auto Contrib
An autonomous, human-gated GitHub contribution agent — fetches a real issue, diagnoses the bug, and pauses for human approval before opening the PR.
Autosre
Incident-response agent for a demo checkout service. Reads Dynatrace through the Dynatrace MCP server, diagnoses the fault with Gemini 3, proposes one remediation, and blocks unti…
Lang AI Agent
A LangGraph agent backend built around production patterns: a streaming HTTP API, durable state that survives restarts, a human-approval gate for side-effecting tools, determinist…
Logistics Agent Tower
Autonomous multi-agent control tower for cold-chain dispatch and route optimization: LangGraph, Google OR-Tools, MCP, Human-in-the-Loop, FastAPI
Claim Studio
营销文案事实审校与视频合成 Agent：Qwen 经 MCP 检索资料逐句核查，缺证据即停止；5 种检索策略 Hit@5 10%→43.3%，4B/14B 对照留出集 75%→100%；148 测试、OTEL/Prometheus 可观测、人工确认绑定快照后渲染 FFmpeg 视频。 | Marketing fact-checking agent: Qwe…
Magon
Runtime control for AI agents: every tool call gets ALLOW, ASK or BLOCK.
Remedy Agent
An enterprise-grade, autonomous AI agent built to detect, audit, and remediate cloud security misconfigurations (like public S3 buckets) in a completely isolated, simulated AWS en…
Travel Agent Examples
Runnable examples that connect the OpenAI Agents SDK, LangChain/LangGraph and the Vercel AI SDK to the MAQAMI Travel remote MCP server (hotels and flights, human approval before b…
BandhanAI
Boost your e-commerce with BandhanAI, an AI-driven CRM agent for smart customer analytics and automated marketing. 🤖📊 Streamline your customer engagement today!