INDIVIDUAL MCP TOOL

glyph_search

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}).

glyphapi.devnone authenticationAvailability not checked

LIVE ENDPOINT

https://fillin.glyphapi.dev/mcp

No auth detected

Connect to this endpoint to inspect the live schema for glyph_search and invoke it with your own arguments.

Indexed input schema

{}

Risk classification

Inferred read-only · medium confidence · heuristic, not a guarantee.

A tool name or description suggests retrieving external content.

Parent server

glyphapi.dev

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.fillin]
url = "https://fillin.glyphapi.dev/mcp"
enabled = true

Claude Code

.mcp.json

{
  "mcpServers": {
    "fillin": {
      "type": "http",
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Claude Desktop

Settings → Connectors → Add custom connector

Name: fillin
Remote MCP URL: https://fillin.glyphapi.dev/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "fillin": {
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

{
  "servers": {
    "fillin": {
      "type": "http",
      "url": "https://fillin.glyphapi.dev/mcp"
    }
  }
}

Generic MCP

Client-specific MCP configuration

{
  "name": "fillin",
  "transport": "streamable-http",
  "url": "https://fillin.glyphapi.dev/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

Related tools

fillin_query — Retrieve documents published after a training cutoff, ranked by similarity.
retrieve_auto — One retrieval, auto-picked substrate — the MCP twin of HTTP POST /v1/retrieve with substrate="auto".
encode — Bring your own text -> the cheapest substrate for your reader — the MCP twin of HTTP POST /v1/encode.
fillin_answer — Synthesized post-cutoff answer with inline citations.
fillin_stats — Get corpus stats — total docs, date range, freshness.
fillin_health — Liveness + freshness — host, total docs, earliest, latest.
query_cves — Daily snapshot of CVE / supply-chain advisories from NVD, GitHub Security Advisories, and OSV.
query_papers — Daily snapshot of new research relevant to AI/ML/agents.