Do I need an existing BionicForms account?
No. Agents can self‑register without an existing account.
@bionicforms
基本信息
MCP server for BionicForms — build forms, manage responses, and trigger AI analysis from Claude. Agents can self-register without an existing account. 19 tools covering forms CRUD, schema management, response collection, AI-powered analysis, webhooks, and account management. Inst
使用下面的配置,将此服务器添加到你的 MCP 客户端。
{
"mcpServers": {
"Bionicforms": {
"command": "npx",
"args": [
"@bionicforms/mcp-server"
]
}
}
}Create a new BionicForms account and get an API key. No authentication required. The returned api_key is shown once — save it. Use it as a Bearer token for all other tools. New accounts start unverified (2 req/min, max 3 forms). Verify your email to unlock full limits.
List all forms in your workspace. Returns form titles, statuses, response counts, and public URLs.
Create a new form. Optionally include fields to set up the schema immediately. Supported field types: text, email, phone, url, number, date, textarea, dropdown, radio, checkbox, rating, nps, slider, file, signature. Returns the form with its ID — call publish_form when ready to accept responses.
Get full details of a form including its fields, status, response count, and public URL.
Update a form's title or description. Does not modify the schema — use update_form_schema for that.
Permanently delete a form and all its responses. This cannot be undone.
Replace a form's fields entirely. Provide the complete list of fields — this overwrites the existing schema. Supported field types: text, email, phone, url, number, date, textarea, dropdown, radio, checkbox, rating, nps, slider, file, signature.
Publish a form so it can accept responses. Returns the public URL where respondents can fill it out.
List responses (submissions) for a form. Supports pagination and text search across answers.
Get the full details of a single form response, including all field answers.
Permanently delete a single form response. This cannot be undone.
List approval workflow statuses for a form's submissions. Returns each submission's approval status, current step, and review history. Filter by status: pending, approved, or rejected.
Trigger AI analysis on all responses for a form. Costs 1 AI credit. Returns a run ID — use get_analysis to check results once processing completes.
Get the latest AI analysis results for a form, including summary, sentiment, themes, urgency, and quantitative stats. Returns null fields if analysis hasn't been triggered or is still processing.
Ask a natural language question about a form's responses (e.g. 'What are the top complaints?'). Requires a completed analysis run. Costs 1 AI credit per query.
List all webhooks configured in your workspace.
Create a webhook to receive form submission events. Optionally scope to specific forms. Returns the webhook with its signing secret.
Update a webhook's URL, description, active status, or form scope.
Delete a webhook. It will stop receiving events immediately.
Get your account details: workspace info, current plan, and credit balance.
MCP server for BionicForms. It enables agents to build forms, manage responses, and trigger AI analysis directly from Claude. Users can self‑register without needing an existing BionicForms account.
Install via npx @bionicforms/mcp-server. No additional configuration steps are required in the README.
No. Agents can self‑register without an existing account.
Run `npx @bionicforms/mcp-server` in your terminal.
19 tools covering forms CRUD, schema management, response collection, AI‑powered analysis, webhooks, and account management.

Request dedicated senior developers to work on your project, write job descriptions, and prep technical interviews — all without leaving your Claude chat. Just describe what you need, and Lemon.io MCP does the rest. 1–3
A curated list of references for MLOps

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.
Senso MCP turns a Joomla 5 or 6 site into a remote MCP server. It runs inside Joomla itself (no extra server, no Node.js bridge) and is secured with OAuth 2.1 and Joomla's own ACL. The free pack lets an AI assistant crea
Hindsight: Agent Memory That Learns
评论