Ross ROSS = Recommend OSS · open-source software intelligence for agents

GPT Researcher

An autonomous agent that conducts deep research on any data using any LLM providers observed · 2026-10-08

github.com/assafelovic/gpt-researcher · homepage · Python · Apache-2.0 (permissive) observed · 2026-10-08

Health v2 · maintenance only

95/100

  • Activity 97
  • Release rhythm 96
  • Longevity 89
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 14
  • age_days: 1257
  • days_rel: 24
  • days_push: 19
  • n_releases_24m: 38

Full methodology

Adoption not part of the score

29943 stars · 4089 forks observed · 2026-10-08

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-05, confidence 0.97

GPT Researcher is a Python‑based autonomous AI agent that performs deep, multi‑source research and generates detailed reports with citations. It combines web‑scraping, RAG techniques and LLM inference to deliver fast, factual results for a wide range of queries.

Use cases

  • Generate a market analysis report with cited sources
  • Research a company's background and recent news
  • Create a detailed travel itinerary with references
  • Perform a literature review for an academic paper
  • Automate competitor analysis for a product launch
  • Summarize medical study findings with source links

When to choose

  • You need quick, comprehensive research without manual web browsing
  • Accurate citations and source attribution are required
  • You want to leverage multiple LLM providers and parallel agents for speed
  • Your workflow can be driven by a single function call or CLI command

When to avoid

  • Research involves highly confidential or private data that cannot be sent to external APIs
  • You require real‑time streaming data or custom proprietary data sources not accessible via web scraping
  • Budget constraints prevent usage of paid LLM APIs
  • You need a fully offline solution with no internet access

Facets

application · maturity active

rag prompt-engineering llm-inference web-scraping search-engine agent-framework artificial-intelligence large-language-models python cli autonomous-agent research-automation parallel-agent citation multi-agent retrieval-augmented-generation docker

4 sources

Member repositories

RepositoryRoleHealth v2
assafelovic/gpt-researchermain95
assafelovic/gptr-mcpplugin30

For agents

markdown · JSON · MCP: product_card(name="assafelovic/gpt-researcher")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem