MLflowmlflow/mlflow
Open-source AI engineering platformEnterpriseEvals & observabilityDocker / self-hostLibrary / SDK★ 28kApache-2.0commit 18 hours ago83worth
Open-source alternatives to Sentry
24 projects in the catalog share a category with Sentry (Evals & observability). They are ranked by how closely their categories, platforms and GitHub topics match, then by worth score. Of these, 11 run with Docker, 19 have a permissive license and 24 had a commit in the last 90 days.
Compare at a glance
| Project | Runs on | Self-host with Docker | License | Stars | Last commit |
|---|---|---|---|---|---|
| Sentry (this project) | Docker / self-host | Yes | Custom (read before use) | 45k | |
| MLflow | Docker / self-host, Library / SDK | Yes | Apache-2.0 | 28k | |
| Langfuse | Web, Docker / self-host | Yes | Custom (read before use) | 35k | |
| Opik | Docker / self-host, Library / SDK | Yes | Apache-2.0 | 22k | |
| Phoenix | Docker / self-host, Library / SDK | Yes | Custom (read before use) | 12k | |
| SigNoz | Docker / self-host | Yes | Custom (read before use) | 32k | |
| Helicone | Docker / self-host | Yes | Apache-2.0 | 6.2k | |
| promptfoo | CLI, Library / SDK | Not listed | MIT | 26k | |
| Milvus | Docker / self-host | Yes | Apache-2.0 | 46k | |
| Qdrant | Docker / self-host | Yes | Apache-2.0 | 35k | |
| InsForge | Docker / self-host | Yes | Apache-2.0 | 13k | |
| Chroma | Docker / self-host, Library / SDK | Yes | Apache-2.0 | 29k | |
| garak | CLI | Not listed | Apache-2.0 | 9.4k | |
| DeepEval | Library / SDK | Not listed | Apache-2.0 | 19k | |
| iFixAi | CLI | Not listed | Apache-2.0 | 19k | |
| Weaviate | Docker / self-host | Yes | Custom (read before use) | 17k | |
| Giskard | Library / SDK | Not listed | Apache-2.0 | 5.9k | |
| SkillOpt | Library / SDK | Not listed | MIT | 18k | |
| Spec Kit | CLI | Not listed | MIT | 140k | |
| OpenSpec | CLI | Not listed | MIT | 71k | |
| Repomix | CLI | Not listed | MIT | 29k | |
| CopilotKit | Library / SDK | Not listed | MIT | 38k | |
| Open Code Review | CLI | Not listed | Apache-2.0 | 43k | |
| Warp | Desktop | Not listed | AGPL-3.0 | 65k | |
| CLI-Anything | CLI | Not listed | Apache-2.0 | 51k |
Self-hosted Docker apps (11)
Langfuselangfuse/langfuse
LLM engineering platform: tracing, evals and prompt managementEnterpriseEvals & observabilityWebDocker / self-host★ 35kcommit 24 hours ago81worth
Opikcomet-ml/opik
Debug, evaluate and monitor LLM appsPersonalEnterpriseEvals & observabilityDocker / self-hostLibrary / SDK★ 22kApache-2.0commit yesterday80worth
PhoenixArize-ai/phoenix
AI observability and evaluationPersonalEnterpriseEvals & observabilityDocker / self-hostLibrary / SDK★ 12kcommit 21 hours ago77worth
SigNozSigNoz/signoz
OpenTelemetry-native observabilityEnterpriseEvals & observabilityInfra & DevOpsDocker / self-host★ 32kcommit yesterday76worth
HeliconeHelicone/helicone
Open-source LLM observabilityPersonalEnterpriseEvals & observabilityDocker / self-host★ 6.2kApache-2.0commit 2 weeks ago68worth
Milvusmilvus-io/milvus
Cloud-native vector databaseEnterpriseDatabases & backendsRAG & vector DBsDocker / self-host★ 46kApache-2.0commit 2 days ago83worth
Qdrantqdrant/qdrant
High-performance vector database and search engineEnterpriseDatabases & backendsRAG & vector DBsDocker / self-host★ 35kApache-2.0commit last month82worth
InsForgeInsForge/InsForge
Backend platform for agentic codingPersonalEnterpriseDatabases & backendsCoding assistantsDocker / self-host★ 13kApache-2.0commit 2 days ago82worth
Chromachroma-core/chroma
Open-source embedding database for AI appsPersonalEnterpriseDatabases & backendsRAG & vector DBsDocker / self-hostLibrary / SDK★ 29kApache-2.0commit yesterday77worth
Weaviateweaviate/weaviate
Open-source vector databaseEnterpriseDatabases & backendsRAG & vector DBsDocker / self-host★ 17kcommit 2 days ago75worth
Desktop apps (1)
Warpwarpdotdev/warp
Agentic development environment born from the terminalPersonalDeveloper toolsCoding assistantsDesktop★ 65kAGPL-3.0commit 20 hours ago79worth
Command-line tools (8)
promptfoopromptfoo/promptfoo
Test and red-team LLM appsEnterpriseEvals & observabilityCLILibrary / SDK★ 26kMITcommit 21 hours ago85worth
garakNVIDIA/garak
LLM vulnerability scannerPersonalEnterpriseEvals & observabilitySecurity & identityCLI★ 9.4kApache-2.0commit yesterday77worth
iFixAiifixai-ai/iFixAi
Independent auditing of AI agentsPersonalEnterpriseEvals & observabilityCLI★ 19kApache-2.0commit yesterday76worth
Spec Kitgithub/spec-kit
Toolkit for spec-driven development with AI agentsPersonalEnterpriseDeveloper toolsCoding assistantsCLI★ 140kMITcommit 23 hours ago85worth
OpenSpecFission-AI/OpenSpec
Spec-driven development for AI coding assistantsPersonalEnterpriseDeveloper toolsCoding assistantsCLI★ 71kMITcommit yesterday83worth
Repomixyamadashy/repomix
Pack a repository into one AI-friendly filePersonalDeveloper toolsCoding assistantsCLI★ 29kMITcommit 5 days ago83worth
Open Code Reviewalibaba/open-code-review
Hybrid AI code review tool from AlibabaEnterpriseDeveloper toolsCoding assistantsCLI★ 43kApache-2.0commit 4 days ago81worth
CLI-AnythingHKUDS/CLI-Anything
Make any software agent-native through a CLIPersonalAgents & frameworksDeveloper toolsCLI★ 51kApache-2.0commit 2 weeks ago78worth
Libraries & SDKs (4)
DeepEvalconfident-ai/deepeval
The LLM evaluation frameworkPersonalEnterpriseEvals & observabilityLibrary / SDK★ 19kApache-2.0commit yesterday76worth
GiskardGiskard-AI/giskard-oss
Evaluation and testing for LLM agentsPersonalEnterpriseEvals & observabilitySecurity & identityLibrary / SDK★ 5.9kApache-2.0commit 2 days ago75worth
SkillOptmicrosoft/SkillOpt
Optimizer that trains reusable agent skillsPersonalEnterpriseAgent skillsEvals & observabilityLibrary / SDK★ 18kMITcommit 3 days ago74worth
CopilotKitCopilotKit/CopilotKit
Frontend stack for agents and generative UIPersonalEnterpriseWeb frameworksAgents & frameworksLibrary / SDK★ 38kMITcommit 24 hours ago82worth