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MCP servers tagged human-in-the-loop

399 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.

399
live servers
36
avg trust
76K
most stars
1

Headroom

headroomlabs-ai

More human oversight can make an AI agent less safe. Headroom is a human-in-the-loop firewall for coding agents that measures when to trust the human: oversight as resource alloca…

★ 76Kupdated 7 hours agoApache-2.0
87
2

Prisma AI

weicanie

你的求职AI co-pilot,优化你的项目,定制你的简历,为你匹配工作,并帮助你做好面试准备。此外,还提供一个免费的面经导向的面向offer学习网站:https://pinkprisma.com Your AI job-hunting co-pilot, optimizing your projects, customizing your resume…

★ 411updated 8 months agoAGPL-3.0
77
3

Agentidentityprotocol

openagentidentityprotocol

Agent Identity Protocol - Zero-trust security layer for AI agents. Policy enforcement proxy for MCP with Human-in-the-Loop approval, DLP scanning, and audit logging.

★ 38updated 7 months agoApache-2.0
70
4

Pearl

Pearl-com

A Model Context Protocol (MCP) server implementation that exposes Pearl's AI and Expert services through a standardized interface

★ 8updated 8 months agoApache-2.0
64
5

Penelope

Agent personnel autonome en Rust, tournant sans écran sur un Mac. Telegram ou SSH, mémoire en Markdown, serveurs MCP, workflows durables, approbation avant tout ce qui engage.

★ 2
64
6

Dagu

Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained and no DBMS required. Use any AI agent to manage your DAGs.

64
7

Intelligent Audit System

Enterprise audit agent workspace with Agentic RAG, governed tool use, evaluation harness, memory, and human-review delivery workflows.

64
8

Northcinder

Open-source MCP server for comparing products and asking the buyer before purchase.

64
9

Agentic AI Systems

ThibautMelen

Agentic AI explained with chickens 🐔 every pattern a runnable, CI-checked file.

★ 320updated 3 months agoMIT
63
10

Cursor Feedback Extension

jianger666

Save your Cursor monthly quota! Unlimited AI interactions in one conversation via MCP feedback loop.

★ 32updated 3 months agoMIT
61
11

Cambium

Governance standard and reference toolset for LLM-maintained knowledge corpora

★ 555
59
12

Turn MCP

shiaho777

Achieve infinite conversation turns in a single API request via turn-mcp. Self-hosted MCP server with browser console for human-in-the-loop AI agents.

★ 39updated 4 days agoMIT
58
13

Loopgate

iris-networks

Central broker to support Human-in-the-Loop (HITL) workflows for AI agents

★ 18updated a year agoMIT
57
14

Askgrokwallet

richard7463

Rules-and-receipts layer for AI agents that spend money: plain-English policy → human approval → signed receipts anyone can verify.

★ 137updated 29 days ago
52
15

Pizza Bot

pizza-bot-app

A local-first inbox for long-running AI agents, built with DeepAgents and LangGraph.

★ 108updated 15 days ago
52
16

Deuz SDK

Zero-dependency TypeScript framework for production AI agents: durable execution, long-term memory, hybrid RAG, MCP tool calling, human-in-the-loop approval, planning and CodeAct…

52
17

Agent Safe Pipeline

Reference architecture for AI agents that propose actions but cannot authorize them — immutable intent capture, an independent Decionis policy verdict (ALLOW/ESCALATE/BLOCK), veri…

52
18

Claude Vibe Squad

Multi-model AI orchestration where behaviour is Markdown, not code. One coordinator routes scoped task packets to 71 role-based specialists across 5 model families (Codex / Claude…

52
19

Thoughtdag

Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.

52
20

Manor AI

Source-available, self-hosted AI agent workspace for small businesses and lean teams — with BYOK, workflows, tools, and human approvals.

52
21

Busabase

Open-source database & workspace for AI agents — structured data, durable knowledge, reusable skills, runnable apps, and human-reviewed changes. Local-first and self-hostable.

52
22

Superpower

stloendays

From AI Assistance to Agentic Workflows: Making MCP Practical in the Browser

★ 82updated a month ago
44
23

Osprey

An agentic interface and safety harness for safety-critical control systems

★ 75
44
24

LIA Assistant

jgouviergmail

Smart multi-agent conversational assistant with LangGraph orchestration, Human-in-the-Loop, enterprise-grade observability, and full i18n support (6 languages)

★ 71updated 11 days ago
44
25

Bailinghub

bailinghub

让 Agent 通过对话直接操作你的商城、SaaS、CRM 或 ERP 后台,同时保留原有权限、审批与审计。Self-hosted hub for agents operating existing business systems safely.

★ 70updated 3 days ago
44
26

Facio

A proactive AI agent for secure, traceable, human-in-the-loop task execution over long-running workflows.

44
27

Pingfusi

MCP server + CLI that puts a real human in your coding agent's loop. It publishes work mid-task, a reviewer pins what's wrong and returns a verdict, and the agent iterates until a…

44
28

Awaken

AI agent runtime for Rust — type-safe state, multi-protocol serving, plugin extensibility.

44
29

Preloop

The open-source AI agent control plane: MCP firewall, model gateway with budgets, human approvals, runtime observability, and audit trails

44
30

Control

Decide which MCP tool calls your AI agents can run: a local gateway with signed policies, one-time approvals and an evidence trail. Experimental alpha. Open source, Go.

★ 46
39
31

AI Native Linux Icebreaker

a-bhimava

Talk to your computer. Icebreaker transforms natural language into safe Linux actions through isolated AI brains, kernel-enforced sandboxes. An AI-native operating system with tru…

★ 31
39
32

Yoetz

TheGaySupreme123

Yoetz — local-first structured work evidence, deterministic checks, and honest verification receipts.

★ 13updated 23 days ago
39
33

Agent Workspace Architecture

jimy-r

Agent-ready knowledge architecture, run daily in Claude Code: turn a coding agent into a system you can hand work to and trust while you're away. 18 load-bearing patterns, one-pag…

★ 12updated 7 days ago
39
34

Arcgram

jovesun-lab

Arcgram — an interactive diagram engine for human–AI collaboration: an AI agent draws its reasoning as an auditable node-and-edge flow and self-audits it, delivered as one standal…

★ 12updated a month ago
39
35

Voko

laoyudashu

Local-first Agent communication runtime and gateway for A2A, MCP, E2EE messaging, REST/Webhook, and multi-agent collaboration.

★ 11updated a month ago
39
36

Squidbrake

batrapulkit

Brakes for your AI agents: every tool call is checked against your rules, held for human approval when risky, and recorded in a tamper-evident audit trail. Works with Claude Code…

★ 11updated 6 days ago
39
37

Praxos

JustVugg

MCP-powered memory, policy, and experience layer for safer AI agents.

★ 10
39
38

Lumi

Calm VS Code coding companion — Plan/Act modes, approval-gated tools, governed parallel subagents (projection + durable receipts), MCP, BroccoliDB memory.

★ 2
39
39

Signet

Provider-neutral MCP human approval gateway (public pre-alpha, no-live)

★ 1
39
40

Canopy

riskytrees

An MCP server exposing vehicle-diagnostic / CAN-bus domain logic as agent tools, with a LangGraph orchestration layer and a calibrated human-in-the-loop eval harness. Built above…

39
41

Shannot

Human-in-the-loop execution for LLM agents

39
42

Valhuntir

Valhuntir CLI — AI-augmented incident response platform

39
43

Wazuh Autopilot

Autonomous AI SOC for Wazuh SIEM — 11 security-expert agents triage, correlate, investigate and plan responses 24/7, every action gated by two-tier human approval. Runs on OpenCla…

39
44

Contenox

An agent server. Agents, tools and models declared in files; every action checked against your policy before it runs. Any LLM, on your machine, Apache-2.0.

39
45

Sync Legacy

The agent harness you steer — structured context, automatic staleness gates, and block-by-block review, all bound to your code. Local-first, MCP-native, open source.

39
46

KL4A

Turn SOP, policy and regulatory documents into human-verified Open Knowledge Format (OKF) bundles — every claim carries its source span. Desktop app + CLI + MCP server.

39
47

AegisFlow

Local-first policy gateway for coding agents. Allow, review, or block MCP, shell, SQL, GitHub, and HTTP actions with scoped credentials and signed evidence.

39
48

Aipermission

Local-first permission gateway for AI agents with scoped connector access, human approval, audit trails, and encrypted local credentials.

39
49

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.

39
50

Shared Brainstorm

Bring your teammates into your AI coding agent's planning loop. An MCP server that routes your agent's design questions to a shared web page where teammates discuss in their brows…

39
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