Available worldwide
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.
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 alternatives
Other multi agent orchestration we track, ranked by the same independent score.
The Vioscale 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 | 7.8 | ✓ |
| Release cadence | 98 | 0.05 | 5.1 | ✓ |
| Development activity | 37 | 0.09 | 3.5 | ✓ |
| Security score | 69 | 0.04 | 2.9 | ✓ |
| Stars | 80 | 0.03 | 2.1 | ✓ |
| Integrations | 27 | 0.07 | 1.9 | ✓ |
| Dependent projects | 0 | 0.06 | 0.0 | ✓ |
| Security posture | 0 | 0.07 | 0.0 | - |
| Package downloads | 0 | 0.14 | 0.0 | - |
| Developer Q&A activity | 0 | 0.06 | 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
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 · 2026-08-24 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 8 | mediumsource · 2026-08-24 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Python | highsource · 2026-08-26 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-08-26 · 95% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | HqCountry: SA · PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-24 · 75% |