Text Classifier API
Let your agent classify drafts, support snippets, or UGC into categories with confidence, readability, and content-type labels before publishing or routing.
Overview
io.github.Br0ski777/text-classifier is a MCP server for the Grow phase that classifies text with confidence, readability, and content-type via a remote API.
What is this MCP server?
- Returns category labels with confidence scores
- Includes readability and content-type signals on input text
- Remote SSE MCP at text-classifier.api.klymax402.com
- x402 micropayment on the hosted classifier API
- Version 1.1.0 text classifier service
- Server version 1.1.0
- Remote SSE endpoint: text-classifier.api.klymax402.com/mcp
- Outputs confidence, readability, and content type per request
What problem does it solve?
You paste long copy into chat and still manually guess category, readability, and format fit for routing or publishing.
Who is it for?
Builders automating content ops, FAQ triage, or multi-channel copy review inside Claude Code or Cursor.
Skip if: Fine-grained custom taxonomy training on private corpora without a hosted API budget.
What do I get? / Deliverables
Your agent applies consistent classification metadata so you can automate tags, moderation queues, or content dashboards.
- Category assignments with confidence scores
- Readability and content-type annotations on submitted text
Recommended MCP Servers
Journey fit
Content operations and lifecycle tagging sit naturally in Grow when you are scaling what you ship, not first drafting code. Content subphase covers triage, moderation, and editorial automation where classification scores matter.
How it compares
Hosted classification MCP tool, not an on-device embedding skill or full RAG pipeline.
Common Questions / FAQ
Who is io.github.Br0ski777/text-classifier for?
Solo builders and small teams who want agent-driven text categorization with confidence and readability for content and support workflows.
When should I use io.github.Br0ski777/text-classifier?
Use it when batching blog posts, docs, tickets, or user text that needs category and content-type labels before publish or routing.
How do I add io.github.Br0ski777/text-classifier to my agent?
Add the remote MCP server https://text-classifier.api.klymax402.com/mcp (SSE) in your agent’s MCP settings and satisfy x402 micropayment if prompted.