{"adoption": {"forks": 155, "observed_at": "2026-08-28T04:06:18.366805+00:00", "stars": 2140}, "canonical_url": "https://ross.abutalabs.com/products/microdot", "card": {"archived": false, "artifact_type": "framework", "description": "The impossibly small web framework for Python and MicroPython.", "domain": ["web-development", "backend", "iot", "embedded-systems"], "enriched": true, "function": ["web-framework", "http-server", "routing", "websocket", "templating"], "health_score": 97, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "active", "member_repos": ["miguelgrinberg/microdot"], "name": "miguelgrinberg/microdot", "platform": ["python", "cross-platform", "embedded", "iot"], "pushed_at": "2026-08-09T11:20:15+00:00", "repo": "miguelgrinberg/microdot", "stars": 2140, "tags": ["micropython", "flask-inspired", "async", "microcontrollers", "minimalist"], "topics": ["python", "micropython", "http", "webserver", "webapp"], "urls": [], "use_cases": ["build a rest api on an esp32 with micropython", "serve a small web app from a microcontroller", "run a lightweight http server with async handlers", "host a websocket endpoint on embedded hardware", "create a flask-like web app without heavy dependencies"], "what_it_is": "Microdot is a minimalistic async web framework for Python and MicroPython, inspired by Flask, designed to run on resource-constrained systems like microcontrollers. It supports routing, WebSockets, SSE, authentication, and form handling in a tiny footprint.", "when_to_avoid": ["you need a full-featured framework with built-in ORM, admin, or large ecosystem", "you are building a high-traffic production web service", "you rely on extensive third-party Flask extensions"], "when_to_choose": ["you need a web server on a microcontroller or memory-limited device", "you want a Flask-like API in a tiny dependency-free package", "you need async request handling in CPython or MicroPython"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/microdot", "repo": "miguelgrinberg/microdot", "role": "main", "score": 88}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:06:18.366805+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T02:51:29.277914+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "d8befb59f9c5d5da77f651001e3223f6a17eb983689163055444ff515e73eaeb", "fetched_at": "2026-08-28T04:06:18.366805+00:00", "kind": "readme", "missing": false, "url": "https://github.com/miguelgrinberg/microdot"}, {"content_hash": "ae0759a88298e587dca3fde028d88f005b95ea475c58d0b9f2d6cf643cdcabbc", "fetched_at": "2026-08-29T10:31:26.394180+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/microdot/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 96, "longevity": 100, "rhythm": 71}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 2724, "days_push": 24, "days_rel": 113, "gap_med": 33.5, "n_releases_24m": 15}, "score": 88, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}