# CAMEL vs MetaGPT

| Attribute | CAMEL | MetaGPT |
|---|---|---|
| **vioscaleAI score** | 55.8 (50% (medium)) | 53.5 (26% (low)) |
| activity.commits_last_30d | 14 | - |
| adoption.dependent_repos | 0 | 0 |
| adoption.github_stars | 17,891 | 70,745 |
| content.faq | `[{"answer":"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/","question":"What is CAMEL?","confidence":0.6},{"answer":"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/","question":"Is CAMEL free?","confidence":0.6},{"answer":"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/","question":"What platforms does CAMEL support?","confidence":0.6},{"answer":"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/","question":"Can CAMEL be self-hosted?","confidence":0.6},{"answer":"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/","question":"What does CAMEL integrate with?","confidence":0.6},{"answer":"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.","source":"https://github.com/camel-ai/camel","question":"Is CAMEL open source?","confidence":0.95},{"answer":"CAMEL is available worldwide. The vendor is headquartered in Saudi Arabia.","source":"https://www.camel-ai.org/","question":"Where is CAMEL available?","confidence":0.75}]` | `[{"answer":"OpenManus is an open-source project for developing and tuning LLM agents through reinforcement learning methods. It includes browser automation, multi-agent support, and integration with LLM APIs for building autonomous agent applications. It is indexed under Multi Agent Orchestration.","source":"https://www.deepwisdom.ai/pricing","question":"What is MetaGPT?","confidence":0.6},{"answer":"MetaGPT is open source, so it can be self-hosted and used at no licence cost. It is released under the MIT licence. Pricing changes often, so verify at source before relying on it.","source":"https://www.deepwisdom.ai/pricing","question":"Is MetaGPT free to use?","confidence":0.6},{"answer":"MetaGPT supports a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.deepwisdom.ai/pricing","question":"What platforms does MetaGPT support?","confidence":0.6},{"answer":"Yes. MetaGPT can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://www.deepwisdom.ai/pricing","question":"Can MetaGPT be self-hosted?","confidence":0.6},{"answer":"Yes. MetaGPT is published under the MIT 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.","source":"https://github.com/foundationagents/MetaGPT","question":"Is MetaGPT open source?","confidence":0.95}]` |
| deployment.options | `{"self_hosted":true}` | `{"self_hosted":true}` |
| description.long | 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. | MetaGPT enables you to create teams of AI agents structured like a software company, with distinct roles (product managers, architects, project managers, engineers) that collaborate to convert natural language input into complete software artifacts including requirements, designs, data structures, and documentation. |
| features.capabilities | `{"mcp_support":true,"open_source":true,"pricing_model":"free_open_source","deployment_model":"library-self-hosted","human_in_the_loop":true,"multi_language_sdk":true,"memory_architecture":"persistent","orchestration_model":"multi-agent-hierarchical","architecture_paradigm":"conversational_hierarchy","tool_function_calling":true,"model_provider_agnostic":true,"mit_or_apache_permissive_oss_license":true,"native_observability_and_trace_logging":true,"fault_tolerance_and_llm_retry_mechanisms":true,"native_memory_and_state_persistence_layer":true,"tool_calling_and_function_schema_validation":true,"managed_cloud_runtime_infrastructure_offered":false,"synchronous_and_asynchronous_execution_modes":true,"dynamic_agent_generation_and_spawning_at_runtime":true}` | `{"pricing_model":"free_open_source","architecture_paradigm":"conversational_hierarchy","mit_or_apache_permissive_oss_license":true,"tool_calling_and_function_schema_validation":true,"managed_cloud_runtime_infrastructure_offered":true,"dynamic_agent_generation_and_spawning_at_runtime":true}` |
| integrations.count | 2 | 2 |
| integrations.list | `[{"name":"Google Scholar"},{"name":"arXiv"},{"name":"Slack"},{"name":"Cloudflare"},{"name":"Claude"},{"name":"GPT-3.5 Turbo"},{"name":"JIRA"},{"name":"PowerPoint"},{"name":"HumanLayer"},{"name":"MCP servers"}]` | `[{"name":"Browser Use CLI"},{"name":"OpenAI"}]` |
| language.primary | Python | Python |
| license.spdx | Apache-2.0 | MIT |
| market.availability | `{"hqCountry":"SA","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://www.camel-ai.org/","retrievedAt":"2026-09-13T20:07:22.126Z"}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://www.deepwisdom.ai/pricing","retrievedAt":"2026-08-21T11:08:35.399Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | open_source |
| pricing.price_level | free | free |
| pricing.transparent | yes | yes |
| release.cadence_days | 4 | 8 |
| release.history | `[{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a7","date":"2026-09-03T05:28:59Z","type":"prerelease","version":"v0.2.91a7"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a6","date":"2026-09-03T05:12:24Z","type":"prerelease","version":"v0.2.91a6"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a5","date":"2026-07-13T11:24:37Z","type":"prerelease","version":"v0.2.91a5"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a4","date":"2026-04-30T13:18:53Z","type":"prerelease","version":"v0.2.91a4"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a3","date":"2026-04-25T14:01:06Z","type":"prerelease","version":"v0.2.91a3"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a2","date":"2026-04-24T07:09:33Z","type":"prerelease","version":"v0.2.91a2"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a1","date":"2026-04-14T13:11:09Z","type":"prerelease","version":"v0.2.91a1"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.91a0","date":"2026-04-13T16:57:29Z","type":"prerelease","version":"v0.2.91a0"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90","date":"2026-03-22T08:37:36Z","type":"stable","version":"v0.2.90"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a6","date":"2026-03-13T14:49:53Z","type":"prerelease","version":"v0.2.90a6"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a5","date":"2026-03-03T11:07:54Z","type":"prerelease","version":"v0.2.90a5"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a4","date":"2026-02-25T21:24:11Z","type":"prerelease","version":"v0.2.90a4"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a3","date":"2026-02-21T08:08:30Z","type":"prerelease","version":"v0.2.90a3"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a2","date":"2026-02-21T05:03:49Z","type":"prerelease","version":"v0.2.90a2"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a1","date":"2026-02-12T22:33:00Z","type":"prerelease","version":"v0.2.90a1"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.90a0","date":"2026-02-12T20:53:55Z","type":"prerelease","version":"v0.2.90a0"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.89","date":"2026-02-12T08:45:33Z","type":"stable","version":"v0.2.89"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.87","date":"2026-02-11T17:30:24Z","type":"stable","version":"v0.2.87"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.86","date":"2026-02-10T13:29:23Z","type":"stable","version":"v0.2.86"},{"url":"https://github.com/camel-ai/camel/releases/tag/v0.2.85","date":"2026-01-26T22:13:51Z","type":"stable","version":"v0.2.85"}]` | `[{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.8.2","date":"2025-03-09T15:59:39Z","type":"stable","version":"v0.8.2"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.8.1","date":"2024-04-22T10:56:23Z","type":"stable","version":"v0.8.1"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.8.0","date":"2024-03-29T11:10:54Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.7","date":"2024-03-29T04:00:41Z","type":"stable","version":"v0.7.7"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.6","date":"2024-03-12T14:53:18Z","type":"stable","version":"v0.7.6"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.4","date":"2024-03-07T08:52:59Z","type":"stable","version":"v0.7.4"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.3","date":"2024-02-26T06:15:05Z","type":"stable","version":"v0.7.3"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.2","date":"2024-02-20T15:04:13Z","type":"stable","version":"v0.7.2"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.1","date":"2024-02-19T12:44:41Z","type":"stable","version":"v0.7.1"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.7.0","date":"2024-02-09T02:42:03Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.6.6","date":"2024-01-22T03:01:22Z","type":"stable","version":"v0.6.6"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.6.4","date":"2024-01-12T02:07:21Z","type":"stable","version":"v0.6.4"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.6.3","date":"2024-01-08T13:05:01Z","type":"stable","version":"v0.6.3"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.6.2","date":"2024-01-05T11:38:29Z","type":"stable","version":"v0.6.2"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.6.0","date":"2024-01-03T15:57:27Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.5.2","date":"2023-12-19T06:11:36Z","type":"stable","version":"v0.5.2"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.5.1","date":"2023-12-18T11:39:33Z","type":"stable","version":"v0.5.1"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.5.0","date":"2023-12-17T05:47:38Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.4.0","date":"2023-12-08T10:10:43Z","type":"stable","version":"v0.4.0"},{"url":"https://github.com/FoundationAgents/MetaGPT/releases/tag/v0.3.0","date":"2023-11-27T06:25:34Z","type":"stable","version":"v0.3.0"}]` |
| security.scorecard | 6.8 | - |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2FCAMEL&per_page=100","last_12m":0,"max_severity":null}` | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2FFoundationAgents%2FMetaGPT&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Multi Agent Orchestration)

| Capability | CAMEL | MetaGPT |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture paradigm | Conversational hierarchy | 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 | Free open source |

*Source: vioscaleAI. Generated 2026-10-16T20:59:36.251Z. "-" = undocumented, not absent.*