# CAMEL vs Google Agent Development Kit

| Attribute | CAMEL | Google Agent Development Kit |
|---|---|---|
| **vioscaleAI score** | 55.8 (50% (medium)) | 58.2 (44% (low)) |
| activity.commits_last_30d | 14 | 100 |
| adoption.dependent_repos | 0 | 0 |
| adoption.github_stars | 17,891 | 265 |
| 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":"A multi-language agent development framework that enables developers to create production-grade AI agents with built-in tools for orchestration, memory management, code execution, and deployment to cloud or self-hosted infrastructure. It is indexed under Multi Agent Orchestration.","source":"https://google.github.io/adk-docs/","question":"What is Google Agent Development Kit?","confidence":0.6},{"answer":"Google Agent Development Kit is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.","source":"https://google.github.io/adk-docs/","question":"Is Google Agent Development Kit free to use?","confidence":0.6},{"answer":"Google Agent Development Kit supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://google.github.io/adk-docs/","question":"What platforms does Google Agent Development Kit support?","confidence":0.6},{"answer":"Yes. Google Agent Development Kit can be deployed cloud / SaaS and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://google.github.io/adk-docs/","question":"Can Google Agent Development Kit be self-hosted?","confidence":0.6},{"answer":"We have confirmed 43 integrations for Google Agent Development Kit, including Google Search, Google Maps, Vertex AI Search, Anthropic, Google Ads, Meta, LinkedIn and TikTok, plus 35 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://google.github.io/adk-docs/","question":"What does Google Agent Development Kit integrate with?","confidence":0.6},{"answer":"Yes. Google Agent Development Kit 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/google/adk-kotlin","question":"Is Google Agent Development Kit open source?","confidence":0.95},{"answer":"Google Agent Development Kit is available worldwide. The vendor is headquartered in the United States.","source":"https://google.github.io/adk-docs/","question":"Where is Google Agent Development Kit available?","confidence":0.75}]` |
| deployment.options | `{"self_hosted":true}` | `{"cloud":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. | A multi-language agent development framework that enables developers to create production-grade AI agents with built-in tools for orchestration, memory management, code execution, and deployment to cloud or self-hosted infrastructure. |
| 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}` | `{"soc2_type_ii":false,"pricing_model":"free_open_source","architecture_paradigm":"graph_based_cycles","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":true,"synchronous_and_asynchronous_execution_modes":true,"streaming_output_and_intermediate_step_yielding":true,"dynamic_agent_generation_and_spawning_at_runtime":true}` |
| integrations.count | 2 | 22 |
| 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":"Google Search"},{"name":"Google Maps"},{"name":"Vertex AI Search"},{"name":"Anthropic"},{"name":"Google Ads"},{"name":"Meta"},{"name":"LinkedIn"},{"name":"TikTok"},{"name":"Aerospike"},{"name":"Firebase"},{"name":"Firestore"},{"name":"GitHub"},{"name":"Google Workspace"},{"name":"Google Calendar"},{"name":"Salesforce"},{"name":"Slack"},{"name":"Figma"},{"name":"Linear"},{"name":"Notion"},{"name":"MongoDB"},{"name":"Milvus"},{"name":"OpenTelemetry"},{"name":"Grafana Cloud"},{"name":"Langfuse"},{"name":"LangSmith"},{"name":"Freeplay"},{"name":"Hugging Face"},{"name":"Postman"},{"name":"Zapier"},{"name":"Stripe"},{"name":"Resend"},{"name":"Postmark"},{"name":"Pagerduty"},{"name":"Respan"},{"name":"Cloud Trace"},{"name":"Replit"},{"name":"Vercel"},{"name":"Vite"},{"name":"Qwik"},{"name":"BuilderIO"},{"name":"Windsurf"},{"name":"Tonal"},{"name":"Unkey"},{"name":"Meta Ads","category":"marketing"},{"name":"LinkedIn Ads","category":"marketing"},{"name":"TikTok Ads","category":"marketing"},{"name":"Google Cloud Agent Identity","category":"identity"},{"name":"Google Cloud Agent Registry","category":"registry"},{"name":"Twilio","category":"communications"},{"name":"Modal","category":"compute"},{"name":"HuggingFace","category":"ai"},{"name":"Datadog","category":"monitoring"}]` |
| language.primary | Python | Kotlin |
| license.spdx | Apache-2.0 | Apache-2.0 |
| market.availability | `{"hqCountry":"SA","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","freeTier":true,"sourceUrl":"https://www.camel-ai.org/","retrievedAt":"2026-09-13T20:07:22.126Z"}` | `{"type":"open_source","summary":"Free and open-source under Apache 2.0 license","freeTier":true,"sourceUrl":"https://google.github.io/adk-docs/","retrievedAt":"2026-08-21T11:02:16.517Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | open_source | open_source |
| pricing.price_level | free | free |
| pricing.transparent | yes | yes |
| release.cadence_days | 4 | 12 |
| 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/google/adk-kotlin/releases/tag/v1.3.0","date":"2026-10-02T12:56:34Z","type":"stable","version":"v1.3.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v1.2.0","date":"2026-09-28T10:00:17Z","type":"stable","version":"v1.2.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v1.1.0","date":"2026-09-15T08:48:26Z","type":"stable","version":"v1.1.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v1.0.1","date":"2026-09-10T09:25:55Z","type":"stable","version":"v1.0.1"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v1.0.0","date":"2026-09-07T11:08:05Z","type":"stable","version":"v1.0.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.9.0","date":"2026-08-31T07:34:34Z","type":"stable","version":"v0.9.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.8.0","date":"2026-08-17T09:59:08Z","type":"stable","version":"v0.8.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.7.0","date":"2026-08-03T12:54:08Z","type":"stable","version":"v0.7.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.6.0","date":"2026-07-20T14:05:14Z","type":"stable","version":"v0.6.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.5.0","date":"2026-07-06T09:42:44Z","type":"stable","version":"v0.5.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.4.0","date":"2026-06-23T08:10:55Z","type":"stable","version":"v0.4.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.3.0","date":"2026-06-12T13:52:01Z","type":"stable","version":"v0.3.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.2.0","date":"2026-05-26T11:24:58Z","type":"stable","version":"v0.2.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.1.0","date":"2026-05-19T16:16:45Z","type":"stable","version":"v0.1.0"},{"url":"https://github.com/google/adk-kotlin/releases/tag/v0.1.0-rc.1","date":"2026-05-19T09:50:57Z","type":"prerelease","version":"v0.1.0-rc.1"}]` |
| 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=maven&package_name=com.google.adk%3Agoogle-adk-kotlin-core-jvm&per_page=100","last_12m":0,"max_severity":null}` |

## Capabilities (Multi Agent Orchestration)

| Capability | CAMEL | Google Agent Development Kit |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture paradigm | Conversational hierarchy | Graph based cycles |
| 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 2026-10-16T20:08:17.525Z. "-" = undocumented, not absent.*