{"adoption": {"forks": 106, "observed_at": "2026-08-28T04:04:37.969215+00:00", "stars": 1404}, "canonical_url": "https://ross.abutalabs.com/products/restgpt", "card": {"archived": false, "artifact_type": "framework", "description": "An LLM-based autonomous agent controlling real-world applications via RESTful APIs", "domain": ["artificial-intelligence", "large-language-models", "apis", "developer-tools"], "enriched": true, "function": ["agent-framework", "llm-inference", "http-client", "benchmarking"], "health_score": 20, "homepage": null, "language": "Python", "license": "MIT", "license_family": "permissive", "maturity": "maintenance", "member_repos": ["Yifan-Song793/RestGPT"], "name": "Yifan-Song793/RestGPT", "platform": ["python", "cli"], "pushed_at": "2024-06-07T13:22:15+00:00", "repo": "Yifan-Song793/RestGPT", "stars": 1404, "tags": ["restful-apis", "llm-agent", "restbench", "api-calling", "research-paper", "openai", "ai-agents"], "topics": [], "urls": [], "use_cases": ["control real-world apps with an llm agent via rest apis", "benchmark llm agents on multi-step api calling tasks", "plan and execute sequences of restful api calls from natural language", "evaluate llm planning and api response parsing", "research on connecting large language models to real-world apis"], "what_it_is": "RestGPT is an LLM-based autonomous agent that controls real-world applications like TMDB and Spotify by planning and executing RESTful API calls. It also ships RestBench, a human-annotated benchmark of user instructions with gold API solution paths.", "when_to_avoid": ["you need a production-ready agent framework with broad API integrations", "you want a maintained tool with active releases and support", "you need non-REST protocols like GraphQL or gRPC"], "when_to_choose": ["you need an agent that orchestrates real RESTful APIs like TMDB or Spotify", "you want a benchmark dataset for evaluating API-calling agents", "you are reproducing or extending the RestGPT research paper"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/restgpt", "repo": "Yifan-Song793/RestGPT", "role": "main", "score": 28}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:04:37.969215+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T04:38:49.620766+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "c02919922ef2f74ce5eae107e397c37e030643b3df183bba2dc1c6bd559214ae", "fetched_at": "2026-08-28T04:04:37.969215+00:00", "kind": "readme", "missing": false, "url": "https://github.com/Yifan-Song793/RestGPT"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 0, "longevity": 78, "rhythm": 35}, "computed_at": "2026-09-02T17:46:02.011165+00:00", "flags": ["no_releases"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1103, "days_push": 817, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 28, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}