# CAMEL - **Canonical URI:** https://www.vioscale.ai/software/camel - **Category:** Multi Agent Orchestration - **Homepage:** https://www.camel-ai.org/ - **Also known as:** camel - **Profile claimed by vendor:** no - **Last updated:** 2026-08-26T19:31:41.375Z ## Vioscale score **54.8 / 100**, confidence 38% (low). Computed 2026-09-01. Composite of weighted, independently-sourced signals (no user reviews, no vendor payment). | Signal | Score | Weight | Contribution | Evidence present | |---|--:|--:|--:|:--:| | capabilities | 100 | 0.07844444444444446 | 7.8 | ✓ | | repo_stars | 80.1 | 0.026 | 2.1 | ✓ | | integrations | 27.4 | 0.07033333333333334 | 1.9 | ✓ | | dependent_projects | 0 | 0.063 | 0 | ✓ | | dev_activity | 37 | 0.094 | 3.5 | ✓ | | release_cadence | 97.8 | 0.052 | 5.1 | ✓ | | security_posture | 0 | 0.073 | 0 | - | | package_downloads | 0 | 0.136 | 0 | - | | security_score | 69 | 0.042 | 2.9 | ✓ | | community_qa_activity | 0 | 0.063 | 0 | - | ## Pricing _As of 2026-08-24, [verify at source](https://www.camel-ai.org/). Independently observed._ Free · Free tier ## About 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. _Independently observed._ ## Platform & deployment - **Platforms:** Web - **Deployment:** Self-hosted ## Integrations (10) _Independently observed._ - Google Scholar - arXiv - Slack - Cloudflare - Claude - GPT-3.5 Turbo - JIRA - PowerPoint - HumanLayer - MCP servers ## Capabilities _The capabilities that matter for Multi Agent Orchestration. "-" = undocumented, not absent._ | Capability | Supported | |---|:--:| | **Capabilities** | | | 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 | ## Release history | Version | Date | Type | |---|---|---| | [v0.2.91a5](https://github.com/camel-ai/camel/releases/tag/v0.2.91a5) | 2026-07-13 | prerelease | | [v0.2.91a4](https://github.com/camel-ai/camel/releases/tag/v0.2.91a4) | 2026-04-30 | prerelease | | [v0.2.91a3](https://github.com/camel-ai/camel/releases/tag/v0.2.91a3) | 2026-04-25 | prerelease | | [v0.2.91a2](https://github.com/camel-ai/camel/releases/tag/v0.2.91a2) | 2026-04-24 | prerelease | | [v0.2.91a1](https://github.com/camel-ai/camel/releases/tag/v0.2.91a1) | 2026-04-14 | prerelease | | [v0.2.91a0](https://github.com/camel-ai/camel/releases/tag/v0.2.91a0) | 2026-04-13 | prerelease | | [v0.2.90](https://github.com/camel-ai/camel/releases/tag/v0.2.90) | 2026-03-22 | stable | | [v0.2.90a6](https://github.com/camel-ai/camel/releases/tag/v0.2.90a6) | 2026-03-13 | prerelease | | [v0.2.90a5](https://github.com/camel-ai/camel/releases/tag/v0.2.90a5) | 2026-03-03 | prerelease | | [v0.2.90a4](https://github.com/camel-ai/camel/releases/tag/v0.2.90a4) | 2026-02-25 | prerelease | | [v0.2.90a3](https://github.com/camel-ai/camel/releases/tag/v0.2.90a3) | 2026-02-21 | prerelease | | [v0.2.90a2](https://github.com/camel-ai/camel/releases/tag/v0.2.90a2) | 2026-02-21 | prerelease | | [v0.2.90a1](https://github.com/camel-ai/camel/releases/tag/v0.2.90a1) | 2026-02-12 | prerelease | | [v0.2.90a0](https://github.com/camel-ai/camel/releases/tag/v0.2.90a0) | 2026-02-12 | prerelease | | [v0.2.89](https://github.com/camel-ai/camel/releases/tag/v0.2.89) | 2026-02-12 | stable | _… and 5 earlier release(s)._ ## Security & compliance Known vulnerabilities: 0 (0 in the last 12 months) ([source](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2Fcamel&per_page=100)). A count reflects scale and disclosure, not quality. ## Facts Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule. ### integrations | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | integrations.count | 8 | [link](https://www.camel-ai.org/) | 2026-08-24 | 60% (medium) | ### market | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | market.availability | `{"hqCountry":"SA","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | [link](https://www.camel-ai.org/) | 2026-08-24 | 75% (high) | ### pricing | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | pricing.free_tier | yes | [link](https://www.camel-ai.org/) | 2026-08-24 | 60% (medium) | | pricing.price_level | free | [link](https://www.camel-ai.org/) | 2026-08-24 | 60% (medium) | | pricing.transparent | yes | [link](https://www.camel-ai.org/) | 2026-08-24 | 60% (medium) | | pricing.model | free | [link](https://www.camel-ai.org/) | 2026-08-24 | 60% (medium) | ### activity | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | activity.commits_last_30d | 14 | [link](https://github.com/camel-ai/camel/pulse) | 2026-08-26 | 65% (medium) | ### adoption | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | adoption.github_stars | 17,645 | [link](https://github.com/camel-ai/camel) | 2026-08-26 | 90% (high) | | adoption.dependent_repos | 0 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fcamel-ai%2Fcamel) | 2026-08-26 | 85% (high) | ### language | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | language.primary | Python | [link](https://github.com/camel-ai/camel) | 2026-08-26 | 90% (high) | ### license | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | license.spdx | Apache-2.0 | [link](https://github.com/camel-ai/camel) | 2026-08-26 | 95% (high) | ### release | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | release.cadence_days | 4 | [link](https://github.com/camel-ai/camel/releases) | 2026-08-26 | 70% (medium) | ### security | Attribute | Value | Source | Retrieved | Confidence | |---|---|---|---|---| | security.scorecard | 6.9 | [link](https://api.securityscorecards.dev/projects/github.com/camel-ai/camel) | 2026-08-26 | 90% (high) | | 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}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=go&package_name=github.com%2Fcamel-ai%2Fcamel&per_page=100) | 2026-08-26 | 90% (high) | --- *Source: Vioscale (https://www.vioscale.ai/software/camel). Independent, evidence-based software intelligence. Cite the canonical URI.*