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glyph_search

Active

Tool of Fillin

declared in 1.27.0

Same as fillin_query, but returns the result pieces rendered as **photo glyph** image(s) — dense, vision-readable pages — followed by a JSON citation index ({n, source, url, title, published_at, page}). Read the image(s) directly with your vision capability; use the citation index to attribute or follow up. Glyphs are for comprehension and fact-extraction, not verbatim quotes (vision models paraphrase) — open the url for exact text. Billed at the flat /query rate; rendering is free.

Parameters schema

{
  "type": "object",
  "title": "glyph_searchArguments",
  "required": [
    "query",
    "cutoff"
  ],
  "properties": {
    "k": {
      "type": "integer",
      "title": "K",
      "default": 6,
      "maximum": 12,
      "minimum": 1,
      "description": "Number of documents to retrieve (1-12)."
    },
    "tier": {
      "type": "string",
      "title": "Tier",
      "default": "10x",
      "pattern": "^(6|10|15)x$",
      "description": "Glyph density tier: 6x | 10x | 15x."
    },
    "query": {
      "type": "string",
      "title": "Query",
      "maxLength": 512,
      "minLength": 1,
      "description": "Natural-language search query, max 512 chars."
    },
    "cutoff": {
      "type": "string",
      "title": "Cutoff",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}(T.*)?$",
      "description": "Training cutoff as ISO-8601 date (e.g. 2026-01-01). Documents on or before this date are excluded."
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

No endpoints wrapped at confidence ≥ 0.50.

Parent server

Fillin

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glyph_search — Fillin — PRSM MCP