This server provides **6 essential tools**, **2 resources**, and **1 prompt template** for text classification:
MCP Text Classifier MCP server is a locally run integration for AI assistants that speak the Model Context Protocol. This server provides 6 essential tools, 2 resources, and 1 prompt template for text classification:.
Once MCP Text Classifier is connected, these are the calls the assistant has available:
Prerequisites — The Prerequisites tool exposed by this serverclassify_text — Classify a single text into predefined categories with confidence scoresbatch_classify — Classify multiple texts simultaneously for efficient processingadd_custom_category — The add_custom_category tool exposed by this serverbatch_add_custom_categories — Add multiple custom categories in a single operation for efficiencylist_categories — The list_categories tool exposed by this serverremove_categories — Remove one or multiple categories from the classification system@modelcontextprotocol/inspector on npm is all you need. Most clients run it directly, so configuration is a few lines and a restart.
uv package managerAmong the developer tooling options, the useful question is rarely "what can it do" but "what does it cost you to run" — permissions, credentials, and how much of your context its toolset consumes. MCP Text Classifier's toolset — Prerequisites, classify_text, batch_classify and 4 more — is a fair guide to whether it matches your workflow. It is maintained by baobab-tech; worth a glance at recent repository activity before you build anything load-bearing on it.
SyncDev reviews every entry in this directory against the project's own documentation before publishing, and revisits them as servers change.
| Tool | What it does |
|---|---|
| Prerequisites | The Prerequisites tool exposed by this server. |
| classify_text | Classify a single text into predefined categories with confidence scores. |
| batch_classify | Classify multiple texts simultaneously for efficient processing. |
| add_custom_category | The add_custom_category tool exposed by this server. |
| batch_add_custom_categories | Add multiple custom categories in a single operation for efficiency. |
| list_categories | The list_categories tool exposed by this server. |
| remove_categories | Remove one or multiple categories from the classification system. |
{
"mcpServers": {
"text-classifier": {
"command": "npx",
"args": ["-y", "@modelcontextprotocol/inspector"]
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
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