CAMEL
An open-source framework for building and scaling systems where multiple AI agents collaborate to solve complex problems.
- Also known as
- camel
Available worldwide
What is CAMEL?
A multi-agent framework designed to explore and implement the principles that govern how agent systems scale, enabling the simulation and coordination of numerous specialized agents for diverse applications—from knowledge access and synthetic data generation to real-world task automation.
CAMEL pricing
We don't have CAMEL's full plan breakdown yet (its pricing page resisted automated reading). Here's what we could confirm. Always check live pricing for exact numbers.
What CAMEL does
The capabilities that matter for multi agent orchestration, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Architecture paradigm
- Conversational hierarchy
- Native memory and state persistence layer
- ✓
- Dynamic agent generation and spawning at runtime
- ✓
- Synchronous and asynchronous execution modes
- ✓
- Tool calling and function schema validation
- ✓
- Streaming output and intermediate step yielding
- -
- Fault tolerance and LLM retry mechanisms
- ✓
- Managed cloud runtime infrastructure offered
- ✗
- Native observability and trace logging
- ✓
- SOC2 type ii
- -
- Mit or apache permissive oss license
- ✓
- Pricing model
- Free open source
Platform & deployment
Independently observed- Web
- Self-hosted
Integrations (10)
Independently observed- Google Scholar
- arXiv
- Slack
- Cloudflare
- Claude
- GPT-3.5 Turbo
- JIRA
- PowerPoint
- HumanLayer
- MCP servers
Security & compliance
Known vulnerabilities: 0 (0 in the last 12 months) sourcea count reflects scale & disclosure, not quality
CAMEL FAQ
Common questions about CAMEL, answered from independent, dated evidence.
What is CAMEL?
A community-driven research platform for developing multi-agent systems using large language models, with a focus on understanding how these systems scale, behave, and can be applied to real-world automation tasks. It is indexed under Multi Agent Orchestration.
Source: https://www.camel-ai.org/
Is CAMEL free?
CAMEL offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.
Source: https://www.camel-ai.org/
What platforms does CAMEL support?
We have confirmed browser-based access to CAMEL. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Source: https://www.camel-ai.org/
Can CAMEL be self-hosted?
Yes. CAMEL can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://www.camel-ai.org/
What does CAMEL integrate with?
We have confirmed 10 integrations for CAMEL, including Google Scholar, arXiv, Slack, Cloudflare, Claude, GPT-3.5 Turbo, JIRA and PowerPoint, plus 2 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://www.camel-ai.org/
Is CAMEL open source?
Yes. CAMEL is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.
Where is CAMEL available?
CAMEL is available worldwide. The vendor is headquartered in Saudi Arabia.
Source: https://www.camel-ai.org/
CAMEL alternatives
Other multi agent orchestration we track, ranked by the same independent score.
- Google Agent Development KitOpen-source TypeScript framework for building, evaluating, and deploying AI agents with full type safety and flexible orchestrationlow · 44%
- MetaGPTA framework for organizing multiple AI agents as specialized roles to collaboratively transform natural language requirements into software deliverableslow · 26%
Compare CAMEL
Side by side against other multi agent orchestration, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for CAMEL, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Capabilities | 100 | 0.08 | 8.0 | ✓ |
| Release cadence | 98 | 0.08 | 7.9 | ✓ |
| Development activity | 37 | 0.14 | 5.0 | ✓ |
| Stars | 80 | 0.05 | 3.8 | ✓ |
| Security score | 68 | 0.05 | 3.7 | ✓ |
| Integrations | 14 | 0.05 | 0.7 | ✓ |
| Dependent projects | 0 | 0.05 | 0.0 | ✓ |
| Security posture | 0 | 0.12 | 0.0 | - |
| Package downloads | 0 | 0.04 | 0.0 | - |
| Developer Q&A activity | 0 | 0.14 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 14 | mediumsource · 2026-08-26 · 65% |
Adoption
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 7 items | mediumsource · 2026-09-10 · 67% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Mcp support: Yes · Open source: Yes · Pricing model: free_open_source · Deployment model: library-self-hosted · Human in the loop: Yes · Multi language sdk: Yes | mediumsource · 2026-10-15 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 2 | mediumsource · 2026-09-13 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Python | highsource · 2026-10-15 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-10-15 · 95% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | HqCountry: SA · PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-24 · 75% |
Pricing
Release
Security
Is CAMEL the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank CAMEL against the rest of the multi agent orchestration we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
This profile was built from public sources without asking you. You can take the badge below and use it anywhere, and you can claim the profile to correct anything we got wrong. Both are free, and neither moves CAMEL up or down: nobody can buy rank here, including you.
Take the badge
Live, always current, and free to use on your own site. It shows CAMEL's independent score and links back to this profile.
<a href="https://www.vioscale.ai/software/camel" target="_blank" rel="noopener">
<img src="https://www.vioscale.ai/badge/software/camel.svg" alt="CAMEL, verified on vioscaleAI" width="330" height="76" loading="lazy" />
</a>Markdown, for a README →
[](https://www.vioscale.ai/software/camel)Claim the profile
Verify you control the domain, then point us at the pages that state the facts about CAMEL and add your own description and media. Free, and it does not change the score.
- Correct anything wrong, with evidence
- Point our crawler at the pages that matter
- Write your own description and add media
Not the owner? How vendor profiles work