{"id":50805023,"url":"https://github.com/microchipgnu/frame","last_synced_at":"2026-06-13T00:04:34.986Z","repository":{"id":355310727,"uuid":"1226061952","full_name":"microchipgnu/frame","owner":"microchipgnu","description":"Open format for live, evidence-backed datasets. 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Curators (humans or agents) mutate frames through a typed MCP curation server that enforces invariants at write time — no anonymous data, no silent overwrites, no deletions.\n\nThe format is portable: copy the directory, you have the dataset. The engine is plain: events.ndjson + git + a SQLite projection. The interface is agents-first: every harness that speaks MCP can curate.\n\n## Documents\n\n- **[PROTOCOL.md](./PROTOCOL.md)** — what bytes are on disk. The file format spec.\n- **[MCP.md](./MCP.md)** — the curation surface. Nine tools, enforced invariants.\n- **[PLAN.md](./PLAN.md)** — staged implementation plan + progress.\n\nThese are versioned semver and are the contract another implementer would honor. Everything else in this repo is one valid implementation, not the protocol.\n\n## Install\n\n```bash\nnpm install -g @frames-ag/frame      # or: bun add -g @frames-ag/frame\n```\n\nRuntime: Node 20+ or Bun 1.0+. Same package works on both.\n\n## Quickstart\n\n```bash\n# create a frame\nframe init my-dataset\ncd my-dataset\n# edit README.md and schema.yml\n\n# generate a project-scoped MCP config (one command, no paths)\nframe init-mcp\n\n# any MCP client launched from this directory now sees a `frame-\u003cname\u003e` server\n# with 9 curation tools — see MCP.md for the surface contract.\n```\n\nThat's the entire setup. Drop into a frame directory, run `frame init-mcp`, point your agent harness (Claude Code, OpenCode, agent-os, …) at the project — done.\n\nWhen you want to inspect the dataset directly:\n\n```bash\nframe query           # all rows (defaults to cwd)\nframe query --entity acme-fi\nframe query --field hq_country=DE\nframe query --sql \"SELECT * FROM all_sources WHERE entity_id = 'acme-fi'\"\nframe doctor          # health check\nframe project         # regenerate the SQLite index after manual edits\n```\n\nAll path arguments default to the current working directory.\n\n## Use as an MCP server in any client\n\nIf you'd rather hand-write the config, here's what `frame init-mcp` produces:\n\n```json\n{\n  \"mcpServers\": {\n    \"frame-my-dataset\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@frames-ag/frame\", \"serve\"],\n      \"env\": { \"FRAME_AGENT\": \"claude:opus-4.7\" }\n    }\n  }\n}\n```\n\nThe MCP server runs against whatever directory the client launches it in. Place this `.mcp.json` next to your frame's `schema.yml`.\n\n## Status\n\nStage 0 (skateboard). One person, one frame, one machine. See [PLAN.md](./PLAN.md) for staged scope.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrochipgnu%2Fframe","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmicrochipgnu%2Fframe","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmicrochipgnu%2Fframe/lists"}