Outbound

Ledes

An intelligent, self-building database for in-brand email personalizations.

The call
$ letterstory lede run \
  --company "Acme" --title "Head of Growth"
run_lede · 3 candidates
MCPCLIREST
How it runs
  1. Enrich

    The company behind the person: what it does, its space, its look.

  2. Choose

    Opening lines from a curated library, fitted to them.

  3. Rank

    By confidence, with the top choice flagged.

Shape

Takes

nametitlecompanywork_email?
→

Returns

ledesconfidencecompany_brief
run_lede · 3 candidates
top pick
flagged
confidence
0.91
company
enriched
latency
4.2s
example output
Watch it from an agent
  • get_lede_balance
  • get_lede_endpoint_config
  • list_lede_endpoints
  • list_lede_runs
  • webhooklede_run.completed
Tools
8 in the manifest · one schema on every surface
create_lede_endpointdelete_lede_endpointget_lede_balanceget_lede_endpoint_configlist_lede_endpointslist_lede_runsrun_ledeset_lede_endpoint_config
Pairs with
Ledes → Seers

Listeners that trigger content from evolving sources of truth.

Ledes → Proofs

Computational proofs that document customer success to agents.

Ledes → Mailers

Auto-warmed mailboxes for agents and humans to send cold emails.

← PreviousProofsNext →Mailers