MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Human Design API. Bodygraph in one call: energy type, strategy, inner authority, profile, definition, incarnation cross, nine centers, channels, gates.
MIT ★ 1 -
MCP server for the GoHumanize Open Humanizer: rewrites AI-styled text into natural human prose using the open Qwen3-4B fine-tune (hosted endpoint or local Ollama)
npm Apache-2.0 -
human-design-mcpgithub.com/artvitu/human-design-mcpupdated this year
MCP server for Human Design chart calculations
MIT ★ 5 -
9 humanity skills for AI agents — crisis detection, WCAG audits, empathy, cultural sensitivity, and more. MCP + npm.
MIT ★ 5 -
MCP server that makes any agent work with and for humans
npm MIT -
MCP server for human-in-the-loop approvals and questions via Slack or Telegram
pypi Apache-2.0 -
human-dispatch-mcpgithub.com/zyntarasystems/human-dispatch-mcpupdated this year
MCP server that lets any AI agent dispatch real-world tasks to human workers
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MCP server that lets AI assistants call the GoHumanize Open Humanizer, an open Qwen3-4B fine-tune that rewrites AI-styled English prose into more natural human writing.
npm Apache-2.0 ★ 1 -
MCP server that gives any AI phone a friend options : ask a human or request approval via Slack or macOS dialogs before taking irreversible actions.
NOASSERTION ★ 15 -
Public, read-only MCP server: psycholinguistic rules and a deterministic checker for making written prose read as human, not machine-generated.
MIT -
playwright-mcp-humanizedgithub.com/njoppi2/playwright-mcp-humanizedupdated this year
Drop-in Playwright Tools for MCP with anti-bot curved mouse movements and log-normal typing delays. Bypasses detection by Cloudflare, DataDome, PerimeterX, etc.
npm Apache-2.0 -
Remote MCP server: bring in a human expert (math, optimization, AI) when you or your agent are stuck. 20 USD per request.
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--- A powerful Model Context Protocol (MCP) server that helps refine AI-generated content to sound more natural and human-like. Built with advanced AI detection and text enhancement capabilities.
npm ISC -
Map and manage human skills with a structured system designed to track learning and development alongside AI capabilities.
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Human-tonegithub.com/tanawitchsaentree/Human-toneupdated this year
Makes AI writing sound like a person wrote it. Agent skill + MCP server, with a deterministic linter that gates delivery and calibrates to your own voice. Works in any language.
MIT ★ 2 -
EDNA — Human Sensoric for AI. Behavioral Biometric Human Sensoric Engine: senses 16 channels of human behavior and makes them AI-readable, 100% on-device. MCP server, API, SDK, PWA. Independently verifiable.
npm SEE LICENSE IN LICENSE -
MCP server for UN human-rights voting records: how States voted at the Commission on Human Rights, the Human Rights Council and the General Assembly Third Committee. Offline, with the dataset's safeguards built in.
NOASSERTION -
@needhuman/mcp-servergithub.com/mariusaure/needhuman-mcpupdated this year
MCP server for NeedHuman — Human-as-a-Service API for AI agents. When your agent needs a real human (accept ToS, create accounts, verify identity), it calls NeedHuman.
npm MIT -
mcp-servergithub.com/humantextpro/mcp-serverupdated this year
MCP server for AI text detection and humanization via humantext.pro
MIT -
Human factors research translated into design standards, code examples, and an MCP server for AI-assisted validation.
NOASSERTION ★ 5 -
MCP server for human-in-the-loop surveys, A/B preference tests, ratings, and rankings. Get real human feedback inside Claude Code, Claude Desktop, Cursor, Windsurf, and any MCP client — powered by Datapoint AI.
MIT ★ 7 -
MCP server for txn.dev. Lets Claude, Cursor and Windsurf pay agents and hire humans.
npm MIT -
oracle-h-mcpgithub.com/tponscr-debug/oracle-h-mcpupdated this year
MCP Server for ORACLE-H — Human-on-the-Loop validation for autonomous AI agents
npm MIT -
Google Maps MCP server for bounded browser automation with optional Human takeover through a dedicated Chrome session.
MIT -
@mhrj/whatsapp-mcpgithub.com/meharajm/whatsapp-mcpupdated this year
WhatsApp MCP Server: Human-in-the-loop for AI agents via WhatsApp for confirmations, notifications, and interactive questions.
npm ISC -
HumanAIEgithub.com/datboip/HumanAIEupdated this year
Human AI Eyes (pronounced Human-Eye) — shared browser for human-AI collaboration. Highlight-to-teach builds spatial memory for your AI agent.
MIT ★ 1 -
Human review for AI output: reviewers check model output against policy, with decisions on a hash chain. HTTP, MCP and webhooks. Apache 2.0, free to self-host.
Apache-2.0 ★ 6 -
vibe-harness-mcpgithub.com/m3data/vibe-harness-mcpupdated this year
MCP server that tunes human-AI interaction rhythm based on working modes. Humans are variable and models are adjustable.
NOASSERTION -
ai2hum.aigithub.com/manushi4/ai2hum.aiupdated this year
Human API for AI agents — route physical tasks to KYC-verified humans in India. MCP server, REST API, Python SDK.
MIT ★ 1 -
One browser shared by a human and an AI: visual for the human, source-level for the AI
MIT ★ 9 -
MCP server for the Woodstitch API: paid human listeners judge your text-to-speech audio in blinded pairwise preference or human-vs-AI detection studies.
pypi MIT -
MCP server for Human For AI — let your AI agent hire a real human for real-world verification, testing, review, and errands. Free pilot, no auth.
MIT ★ 1 -
MCP server for the Woodstitch API: paid human listeners judge your text-to-speech audio blind (pairwise preference or human-vs-AI detection). Not MOS.
MIT -
kitlistgithub.com/kingbedjed/kitlistupdated this year
A human-approval gate between an AI agent and your Amazon cart — the agent proposes a shopping list, the human approves, Amazon checks out. MCP tool + llms.txt.
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Verifiable shared memory for AI agents and people. Every claim is an atom with a source quote checked against the real file, full revision history and human review. Hybrid search on PostgreSQL + pgvector, MCP server and CLI for Claude Code and Codex, web UI.
AGPL-3.0 -
An MCP server that lets coding agents request a human decision without hijacking whichever window is focused. Agents enqueue a ticket; the human drains the queue from one page when they choose to.
npm Unlicense -
@tommertom/ask-me-mcpgithub.com/tommertom/ask-me-mcpupdated this year
MCP server that allows AI agents to ask questions to a human expert via Telegram. Provides a human-in-the-loop solution when agents need expert guidance.
npm MIT -
cc-plan-reviewgithub.com/zhcsyncer/cc-plan-reviewupdated this year
MCP server for human review of Claude-generated plans with web UI
MIT -
MCP server for FirstHandAPI — human-in-the-loop crowdsourced data collection. Claude Code + Cursor integration for collecting photos, video, audio, screen recordings from real humans with AI quality scoring.
npm MIT -
🛡️ APHANIS :: Zero-Trust AI Provenance Firewall, Automatic Humanizer Engine & Stego Defense Platform
MIT ★ 4 -
Pluralistic human evaluation infrastructure for AI in production
MIT ★ 2 -
humanumbersgithub.com/resultity/humanumbersupdated this year
Stop letting your LLM speak in raw numbers — humanize specs, metrics, and measurements via MCP, API, or Python
MIT -
@vantagate/mcp-servergithub.com/aderix/vantagate-mcp-serverupdated this year
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
npm MIT -
clarify-mcpgithub.com/ifmelate/clarify-mcpupdated this year
MCP server that allows AI agent ask you questions in the middle of its work (Human-in-the-loop)
MIT ★ 1 -
Collaborative knowledge base for human/agent teamwork.
Apache-2.0 ★ 1 -
mcp-marionettegithub.com/overbit/mcp-marionetteupdated this year
The MCP Marionette server provides a bridge for AI agents to interact with humans for decision-making, clarification, and session steering. It implements the Model Context Protocol (MCP) to allow agents to pause their execution and wait for human input th
npm MIT -
MCP server: let your AI agent ask real humans a question and get their answers back.
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MCP server that asks a human (via a local prompt UI) to do, answer, or physically act.
npm MIT -
Local Discord MCP server for AI-assisted server management, with human approval and backups.
MIT -
High-performance MCP server providing instant access to Apple's Human Interface Guidelines via hybrid static/dynamic content delivery
npm MIT -
humanrail-mcp-servergithub.com/prime001/humanrail-mcp-serverupdated this year
MCP server for HumanRail — route tasks requiring human judgment to vetted workers from any AI agent
MIT -
AI-native web browser runtime for autonomous agents with human supervision
npm MIT -
@patxin/mcp-servergithub.com/agraciag/patxinupdated this year
MCP server for patxin.com — patch in a human for real-time cognitive micro-tasks
npm MIT -
A local message hub that connects multiple Claude Code sessions and a human. Agents get named mailboxes, roles and subscriptions; a browser UI shows who is waiting on you. The human stays in the loop — no automatic forwarding.
MIT -
Shared workspace where humans and AI agents across harnesses (Codex, Claude, Gemini, Pi, and more) hold live conversations - every delivery visible, fence-gated, and human-moderated, with a durable audit of what ran. One Rust binary: hub + node, mTLS everywhere.
Apache-2.0 ★ 1 -
mcp-servergithub.com/datashift-io/mcp-serverupdated this year
Official MCP server for Datashift — human-in-the-loop review workflows for AI agents
MIT -
Human-approved bridge between AI agents and your database through Beekeeper Studio.
npm MIT ★ 3 -
Human-in-the-loop plugin with MCP and web dashboard for copy review
AGPL-3.0 ★ 1 -
Human-in-the-loop review and approval for AI agents. MCP server at mcp.agentfabric.dev
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Governance ledger and coordination board for mixed human + AI teams, exposed as an MCP server
MIT