{"adoption": {"forks": 345, "observed_at": "2026-08-28T04:09:00.133806+00:00", "stars": 4845}, "canonical_url": "https://ross.abutalabs.com/products/ai-memory", "card": {"archived": false, "artifact_type": "cli-tool", "description": "Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors", "domain": ["developer-tools", "large-language-models"], "enriched": true, "function": ["mcp", "agent-framework", "llm-inference", "developer-tools", "cli"], "health_score": 100, "homepage": null, "language": "Rust", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["akitaonrails/ai-memory"], "name": "akitaonrails/ai-memory", "platform": ["windows", "rust", "cli"], "pushed_at": "2026-08-26T23:16:41+00:00", "repo": "akitaonrails/ai-memory", "stars": 4845, "tags": ["ai-coding-agents", "long-term-memory", "session-handoff", "claude-code", "codex", "mcp-server", "ai-agents", "command-line", "linux", "macos", "docker"], "topics": [], "urls": [], "use_cases": ["persist long-term memory across AI coding agent sessions", "hand off a task from Claude Code to OpenAI Codex mid-project", "resume coding sessions without re-explaining architecture", "capture failed approaches and open questions between agent runs", "inject session handoff summaries at agent startup", "share context across different AI agent vendors"], "what_it_is": "A Rust CLI and MCP server that provides long-term memory for AI coding agent CLIs like Claude Code, Codex, and Devin. It captures session context and enables handoff between different agent vendors so work can continue without re-explaining architecture or decisions.", "when_to_avoid": ["you need memory for chat applications rather than coding agent CLIs", "you require native Windows support in production (still experimental)", "you only use a single agent and don't need cross-vendor handoff"], "when_to_choose": ["you use multiple AI coding agent CLIs and want continuity between them", "you want automatic session capture and handoff via lifecycle hooks", "you need an MCP-compatible memory server for coding agents"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/ai-memory", "repo": "akitaonrails/ai-memory", "role": "main", "score": 76}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:09:00.133806+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:18:26.764600+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "5cd7c5e7d4be63ad0348362ef1caaeccef078658abb1208758aa3c5e9036957d", "fetched_at": "2026-08-28T04:09:00.133806+00:00", "kind": "readme", "missing": false, "url": "https://github.com/akitaonrails/ai-memory"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 7, "rhythm": 87}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["young"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 104, "days_push": 7, "days_rel": 7, "gap_med": 0.0, "n_releases_24m": 93}, "score": 76, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}