{"id":46549903,"url":"https://github.com/omic/attest","last_synced_at":"2026-04-01T19:11:21.492Z","repository":{"id":342672047,"uuid":"1166402107","full_name":"omic/attest","owner":"omic","description":"A claim-native database for building reality models","archived":false,"fork":false,"pushed_at":"2026-03-24T06:42:23.000Z","size":2523,"stargazers_count":2,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-03-24T22:26:41.193Z","etag":null,"topics":["biology","claims","database","knowledge-graph","provenance","python","rust"],"latest_commit_sha":null,"homepage":"https://attestdb.com","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"other","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/omic.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-02-25T07:23:40.000Z","updated_at":"2026-03-24T06:41:40.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/omic/attest","commit_stats":null,"previous_names":["omic/attest"],"tags_count":36,"template":false,"template_full_name":null,"purl":"pkg:github/omic/attest","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omic%2Fattest","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omic%2Fattest/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omic%2Fattest/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omic%2Fattest/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/omic","download_url":"https://codeload.github.com/omic/attest/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/omic%2Fattest/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31291099,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-01T13:12:26.723Z","status":"ssl_error","status_checked_at":"2026-04-01T13:12:25.102Z","response_time":53,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["biology","claims","database","knowledge-graph","provenance","python","rust"],"created_at":"2026-03-07T03:09:06.889Z","updated_at":"2026-04-01T19:11:21.480Z","avatar_url":"https://github.com/omic.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# AttestDB\n\nClaim-native knowledge graph for AI agents. Every fact has a source, a confidence score, and gets flagged when the source is wrong.\n\n[![PyPI](https://img.shields.io/pypi/v/attestdb)](https://pypi.org/project/attestdb/)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11%2B-blue)](https://www.python.org/downloads/)\n[![License: BSL-1.1](https://img.shields.io/badge/license-BSL--1.1-green)](LICENSE)\n[![GitHub stars](https://img.shields.io/github/stars/omic/attest)](https://github.com/omic/attest)\n\n## 60-Second Quickstart\n\n```bash\npip install attestdb\nattestdb quickstart\n```\n\n## Why Not a Vector DB?\n\nVector DBs find similar text. AttestDB tracks whether claims are true -- with sources, confidence scores, and automatic retraction cascades when a source is wrong. Think of it as git for knowledge: every fact has provenance, and contradictions are surfaced, not hidden.\n\n## Features\n\n- **85M+ claims in production**, microsecond queries (~12µs indexed lookups)\n- **30 connectors** (Slack, GitHub, Gmail, Postgres, etc.)\n- **106 MCP tools** -- give your AI agent persistent memory\n- **Rust engine (LMDB)** -- 1.3M claims/sec insert\n- **Automatic retraction cascades** when sources are wrong\n- **Gap detection** -- finds what your knowledge graph is missing\n\n## Give Your AI Agent a Brain\n\n```bash\npip install attestdb\nattestdb mcp-config\n# Restart Claude Code -- your agent now remembers across sessions\n```\n\n## 7-Day Pro Trial\n\n```bash\nattestdb trial start    # No credit card required\n```\n\nPro plan includes: 1M cloud API tokens, hosted queries, team features.\n\n## Pricing\n\n| | Free | Pro ($99/mo) | Growth ($249/mo) | Team ($499/mo) | Enterprise |\n|---|---|---|---|---|---|\n| Local DB | Unlimited | Unlimited | Unlimited | Unlimited | Unlimited |\n| Cloud tokens | -- | 1M/mo | 5M/mo | 10M/mo | Custom |\n| Connectors | All 30 | All 30 | All 30 | All 30 | All 30 |\n| MCP tools | 106 | 106 | 106 | 106 | 106 |\n| Team features | -- | -- | -- | Yes | Yes |\n| SOC 2 | -- | -- | -- | -- | In progress |\n\n## Links\n\n- [Documentation](https://attestdb.com/quickstart.html)\n- [Live Demo](https://attestdb.com/demo/)\n- [Pricing](https://attestdb.com/pricing.html)\n- [GitHub](https://github.com/omic/attest)\n\n## Contributing\n\nWe welcome contributions! See [CONTRIBUTING.md](CONTRIBUTING.md) for guidelines.\n\n## License\n\nBSL-1.1 -- free for non-production use. Production use requires a license. See [LICENSE](LICENSE) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomic%2Fattest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fomic%2Fattest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fomic%2Fattest/lists"}