Registry › Compare › CAMEL vs Multica

CAMEL vs Multica

Both are Grade B and 2.0 points apart, so choose on what you weigh most. CAMEL leads on adoption and transparency, and rests on broader evidence; Multica leads on maintenance.

B CAMEL 67.5

🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

camel-ai/camel · #396 overall · #5 Multi-Agent Systems · coverage A (4/5)

Choose CAMEL if adoption and transparency matter most.

+4.3Adoption
+1.6Transparency: OSSF Scorecard 6.8 against 4.9
A vs CEvidence coverage: 4 of 5 independent signal types, against 2

B Multica 65.5

Make humans and AI agents work as one team — open-source and self-hostable.

multica-ai/multica · #457 overall · #7 Multi-Agent Systems · coverage C (2/5)

Choose Multica if maintenance matters most.

+3.5Maintenance: last push 1d ago, against 3d ago

Where they differ

11.3

Safety / IntegrityCAMEL +0.2

11.1

14.3

TransparencyCAMEL +1.6

12.7

16.4

MaintenanceMultica +3.5

19.9

15.6

AdoptionCAMEL +4.3

11.3

-0.9

Runtime calibrationMultica +0.6

-0.3

1 dimension identical: Identity 10.8 · Full evidence table

An independent, evidence-based trust comparison of CAMEL and Multica, two Multi-Agent Systems projects in the HVTracker registry. Scores come from public, checkable signals — supply-chain provenance, OSSF Scorecard, maintenance, and adoption — not popularity.

Full evidence

Signal	CAMELcamel-ai/camel	Multicamultica-ai/multica
HVTrust score	67.5	65.5
Evidence grade	B	B
Coverage grade	A	C
Overall rank	#396	#457
Rank in Multi-Agent Systems	#5	#7
GitHub stars	17.8k	51.9k
Last updated	3d ago	1d ago
Build provenance	No	No
OSSF Scorecard	6.8 / 10	4.9 / 10
License	Apache-2.0	NOASSERTION
Downloads	11k/wk	—
Trust dimensions (points earned)
Safety / integrity / 25	11.3	11.1
Identity & provenance / 18	10.8	10.8
Transparency / 17	14.3	12.7
Maintenance / 20	16.4	19.9
Adoption / 20	15.6	11.3
Runtime capability surface (full matrix)
MCP server	Declared	Declared
External providers	14 — Amazon Bedrock, Anthropic, Cohere, …	—
Requires API keys	Yes	No
Plugin surface	—	plugins
Provenance drift	Match	—

Open in the live compare tool → CAMEL profile Multica profile More Multi-Agent Systems →

How to read this: HVTrust (0–100) weighs supply-chain signals (provenance, OSSF Scorecard, signed commits, open license) alongside real-world adoption, scaled by an evidence-confidence factor. Grade bands: A ≥ 80, B ≥ 65, C ≥ 50, D < 50. Signals refresh daily. Full methodology v4.4 →