agent · AI Agents Frameworks

CAMEL

www.camel-ai.orgupdated Aug 1, 2026view as JSON all AI Agents Frameworks entries 55 alternatives

9 fields evidenced · 46 with no public information. Every value below links to the document it came from and the date we checked it.

Trust gap

How this is scored

Runtime governance

unscored

Are scope, spend, and authority enforced while the agent runs?

Audit trail

1/3

Is there a tamper-evident record of what it actually did?

Scored from 1 evidenced field(s): explainability. Automated score; capped at 2 pending review.

How this gap gets closed →

Compliance

unscored

Are compliance obligations attached per engagement?

Outcome settlement

unscored

Does payment depend on a verified result?

Insurance & indemnity

unscored

Can the deployment be insured, and is the customer indemnified?

Assurance

Insurance available: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Insurance carriers: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Coverage limits: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Indemnification: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Liability cap: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Audit trail: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Tamper-evident log: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Explainability: prompt engineering, i.e., inception prompting. The prompts are actually carefully defined to assign roles, prevent flipping roles, prohibit harm and false information, and encourage consistent conversation.
“The essence of Camel lies in its prompt engineering, i.e., inception prompting. The prompts are actually carefully defined to assign roles, prevent flipping roles, prohibit harm and false information, and encourage consistent conversation.”
www.camel-ai.org · checked Aug 1, 2026
Runtime governance: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Permission scopes: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Compliance certifications: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Regulatory alignment: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Outcome-based pricing: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Settlement mechanism: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Dispute process: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
SLA terms: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Evaluation coverage: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Agency

Autonomy level: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Human oversight: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Goal complexity: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Action space: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Operating environment: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Initiative: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Safety

Safety evaluations: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Red teaming: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Safety policy: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Usage restrictions: prohibit harm and false information
“The essence of Camel lies in its prompt engineering, i.e., inception prompting. The prompts are actually carefully defined to assign roles, prevent flipping roles, prohibit harm and false information, and encourage consistent conversation.”
www.camel-ai.org · checked Aug 1, 2026
Model or system card: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Incident reporting: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Third-party evaluations: used as part of the training data for Teknium's OpenHermes model and the Microsoft Phi model
“The CAMEL AI "Domain Expert" dataset, comprising 25,000 conversations between two GPT 3.5 Turbo agents was used as part of the training data for Teknium's OpenHermes model and the Microsoft Phi model”
www.camel-ai.org · checked Aug 1, 2026
Data handling: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Practicality

Pricing model: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Price point: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Availability: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Deployment options: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Integrations: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Supported regions: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Support model: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Foundation models

Base models: GPT 3.5 Turbo
“The CAMEL AI "Domain Expert" dataset, comprising 25,000 conversations between two GPT 3.5 Turbo agents was used as part of the training data for Teknium's OpenHermes model and the Microsoft Phi model”
www.camel-ai.org · checked Aug 1, 2026
Model provider: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Model swappable: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Open weights: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Fine-tuning: yes
“Connect to RL Close the loop from interaction logs to RL and fine-tuning pipelines.”
www.camel-ai.org · checked Aug 1, 2026
Context window: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Ecosystem

Protocols supported: MCP
“MCPAgent”
www.camel-ai.org · checked Aug 1, 2026
Tool use: batteries-included toolkit for messaging, planning, evaluation, and observability
“CAMEL Toolkit Batteries-included toolkit for messaging, planning, evaluation, and observability.”
www.camel-ai.org · checked Aug 1, 2026
Multi-agent: yes
“CAMEL-AI is an open-source community for finding the scaling laws of agents for data generation, world simulation, task automation. Our Mission We Are Finding the Scaling Laws of Agents We believe that studying intelligent agents and multi-agent systems agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks.”
www.camel-ai.org · checked Aug 1, 2026
API access: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Open source: open-source
“CAMEL-AI is an open-source community for finding the scaling laws of agents for data generation, world simulation, task automation.”
www.camel-ai.org · checked Aug 1, 2026
Marketplace presence: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this

Impact

User base: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Deployment scale: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Target sectors: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
High-risk domains: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this
Documented incidents: no public information
www.camel-ai.org · checked Aug 1, 2026 · source did not state this