Letsclarify Mcp
Let your agent spin up human-facing clarification forms, send a link, and merge structured JSON answers back into the build or scope conversation.
Overview
LetsClarify MCP is a MCP server for the Validate phase that lets AI agents create human forms, share links, and receive structured JSON responses.
What is this MCP server?
- Agents create forms programmatically via MCP and share URLs with humans
- Humans submit answers; agents receive structured JSON responses
- npm stdio package @heisee/letsclarify-mcp version 1.0.4
- Requires LETSCLARIFY_API_KEY (lc_ prefix) as a secret env var
- npm package @heisee/letsclarify-mcp at version 1.0.4
- stdio transport with one required secret env var LETSCLARIFY_API_KEY
- GitHub source repository heisee/LetsClarify
What problem does it solve?
Agents often assume missing product details because there is no frictionless way to ask a human and get parseable answers back into the workflow.
Who is it for?
Solo builders who want lightweight HITL checkpoints for scope, copy, or feature choices without building custom survey infrastructure.
Skip if: Fully automated pipelines that must never block on human response times or external form SaaS.
What do I get? / Deliverables
You get shareable clarification forms and JSON payloads your agent can use to finalize scope before you build the wrong thing.
- Shareable human clarification forms from agent tool calls
- Structured JSON answer payloads merged into agent context
- Repeatable HITL gate before build commitments
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Journey fit
Human-in-the-loop clarification belongs in Validate when you lock scope, pricing, and requirements before heavy Build work. Scope subphase covers structured questions to founders, stakeholders, or beta users—exactly what form URLs plus JSON responses enable.
How it compares
Human-in-the-loop form MCP, not a code review skill or static PRD template.
Common Questions / FAQ
Who is LetsClarify MCP for?
Indie developers and agent users who need humans to answer structured questions and return JSON into the same MCP session.
When should I use LetsClarify MCP?
During Validate and scope tightening whenever the agent should ask you, a cofounder, or a customer questions before implementation.
How do I add LetsClarify MCP to my agent?
Install @heisee/letsclarify-mcp (stdio), export LETSCLARIFY_API_KEY with your lc_ key, and add the server to your MCP client configuration.