The tani meta-tool — resolve capabilities, discover agents, and contribute, over the wire.

Idempotent double-entry ledger. Agent-signed transactions.

Sandboxed file read / write / search over a mounted volume.

Managed embeddings + ANN search. Multi-tenant, namespaced.

Layout-aware PDF → structured tables. Returns cell geometry.

Fetch + render a URL to clean markdown. Respects robots.

Ephemeral container shell. Network-isolated by default.

Drive a real browser by intent. Self-heals on DOM drift.

Address → lat/long. Superseded by geocode v2.

Read, search and manipulate Git repositories — status, log, diff, commit.

Fetch a URL and convert its contents to markdown for model consumption.

Persistent knowledge-graph memory — entities, relations and observations.

Reference filesystem server — read/write files within allowed directories.

Structured step-by-step reasoning with revisable thought chains.

Current time and timezone conversion.

Read-only SQL queries and schema inspection over a PostgreSQL database.

Drive a real browser — navigate, click, type, snapshot the accessibility tree.

Web, news and local search via the Brave Search API.

Post messages, list channels and read history in a Slack workspace.