Mmcp.market

Head to head

Rubric vs CHAP Coordinator

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Rubricio.github.0xsims/rubric-mcp-server
C
No reviews yet

Attest agent decisions and verify records on a public ledger. Evidence, not just data.

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CHAP Coordinatorio.github.BrightbeamAI/chap
A
No reviews yet

Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours CHAP Coordinator (94/100 against 65). CHAP Coordinator has noticeably more public adoption.

 RubricCHAP Coordinator
User ratingNo reviews yetNo reviews yet
Safety gradeC65/100A94/100
AdoptionEstablished
GitHub stars102
Downloads / week127
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools14
Write actions1
Price per callFreeFree
LicenceProprietaryApache-2.0
Last release2026-09-17
CategoryAI and agentsAI and agents

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