Open source · Local first · MIT

CRM, without
the screen.

A revenue system your agents can actually use. Prioritize the next move, catch dropped work, forecast honestly, and prepare outreach—through a CLI or MCP, not another dashboard.

agent://pipeline local

agent› will we hit the quarter?

CRO review · Q3

Verdict: at risk
coverage: 1.8× target
commit: $84,000

Unsupported optimism
42% of commit has no next step
3 close dates pushed twice

agent› give me the 3 best actions

✓ ranked by urgency, evidence, and revenue at risk

The premise

Traditional CRMs repeat whatever the seller typed. Agent CRM helps your agents act—and challenges whether the forecast deserves belief.

What’s inside

The useful parts of a CRM.
The interface left out on purpose.

Know what to do next

Get 3–5 explainable actions ranked across urgency, effort, pipeline stage, and revenue at risk.

Nothing falls through

Find unowned, unscheduled, stale, overdue, uncontactable, and incomplete pipeline records.

Forecast revenue

Track amount, close timing, next steps, probabilities, commit, best case, weighted forecast, and target coverage.

Meet the CRO adversary

An evidence-backed review calls out weak coverage, unsupported commit, slipped dates, and convenient assumptions.

Give SDR agents a queue

Prioritize enrichment, separate sourced facts from guesses, and prepare outreach without sending it.

Bootstrap, then re-check

Configure targets and defaults, audit readiness, and safely re-run onboarding whenever the pipeline changes.

Evidence before intelligence

It doesn’t just give an answer.
It shows its work.

91

Explainable action scoreWhy now, expected effort, and the underlying record.

1.8×

Pipeline coverageCompared with the target and forecast period you configured.

!

Critical findingCommit revenue with no credible next step is challenged, not celebrated.

Open source · local first · v0.3

Give your agents
revenue judgment.

git clone github.com/clayton/agent-crm
Explore the project