Yifan-Song793/RestGPT

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1404 stars · 106 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

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.

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

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

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

Facets

framework · maturity maintenance

agent-framework llm-inference http-client benchmarking artificial-intelligence large-language-models apis developer-tools python cli restful-apis llm-agent restbench api-calling research-paper openai ai-agents

Member repositories

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markdown · JSON · MCP: product_card(name="Yifan-Song793/RestGPT")