LetsClarify

v1.0.4Communicationstable

Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.

io-github-heisee-letsclarifymcpai-integration
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What is LetsClarify?

LetsClarify is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to human-in-the-loop api: ai agents create forms, share urls with humans, get json back.

Human-in-the-Loop API: AI agents create forms, share URLs with humans, get JSON back.

This server falls under the Communication category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • Human-in-the-Loop API: AI agents create forms, share URLs wi

Use Cases

Create human-in-the-loop workflows by generating forms and collecting JSON responses.
Share approval URLs with humans and retrieve structured feedback.
Community

Maintainer

LicenseMIT
Languagetypescript
Versionv1.0.4
UpdatedFeb 19, 2026
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

NPM

npx -y @heisee/letsclarify-mcp

Manual Installation

npx -y @heisee/letsclarify-mcp

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about LetsClarify

What is LetsClarify?

LetsClarify is a Model Context Protocol (MCP) server that human-in-the-loop api: ai agents create forms, share urls with humans, get json back. It connects AI assistants to external tools and data sources through a standardized interface.

How do I install LetsClarify?

Install via npm with the command: npx -y @heisee/letsclarify-mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).

Which AI clients work with LetsClarify?

LetsClarify works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is LetsClarify free to use?

Yes, LetsClarify is open source and available under the MIT license. You can use it freely in both personal and commercial projects.

Browse More Communication MCP Servers

Explore all communication servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "io-github-heisee-letsclarify": { "command": "npx", "args": ["-y", "@heisee/letsclarify-mcp"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use LetsClarify?

Browse our complete directory of 33,000+ MCP servers, read setup guides for your editor, and start building with the Model Context Protocol.

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