Der Fillin MCP-Server,
verbunden mit einem Klick.

“Nutze „fillin_query“: Retrieve documents published after a training cutoff, ranked by similarity. Call this whenever the user asks about events, releases, pa.”

“Nutze „glyph_search“: Same as fillin_query, but returns the result pieces rendered as **photo glyph** image(s) — dense, vision-readable pages — followed by a.”

“Nutze „retrieve_auto“: One retrieval, auto-picked substrate — the MCP twin of HTTP POST /v1/retrieve with substrate="auto". Runs a single post-cutoff retr.”

“Nutze „encode“: Bring your own text -> the cheapest substrate for your reader — the MCP twin of HTTP POST /v1/encode. Not a search-result rendering.”

fillin_query — Retrieve documents published after a training cutoff, ranked by similarity. Call this whenever the user asks about events, releases, pa

glyph_search — Same as fillin_query, but returns the result pieces rendered as **photo glyph** image(s) — dense, vision-readable pages — followed by a

retrieve_auto — One retrieval, auto-picked substrate — the MCP twin of HTTP POST /v1/retrieve with substrate="auto". Runs a single post-cutoff retr

encode — Bring your own text -> the cheapest substrate for your reader — the MCP twin of HTTP POST /v1/encode. Not a search-result rendering

fillin_answer — Synthesized post-cutoff answer with inline citations. Use this when your model is small / cheap / weaker at tool-result synthesis (

fillin_stats — Get corpus stats — total docs, date range, freshness.

fillin_health — Liveness + freshness — host, total docs, earliest, latest. No auth required.

query_cves — Daily snapshot of CVE / supply-chain advisories from NVD, GitHub Security Advisories, and OSV. Use before merging dependency updates,