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

companion-inc/feynman

The open source AI research agent. observed · 2026-10-12

github.com/Companion-Inc/feynman · homepage · TypeScript · MIT (permissive) observed · 2026-10-12

Health v2 · maintenance only

78/100

  • Activity 99
  • Release rhythm 87
  • Longevity 15
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: 0
  • age_days: 215
  • days_rel: 9
  • days_push: 9
  • n_releases_24m: 136

Full methodology

Adoption not part of the score

9938 stars · 1097 forks observed · 2026-10-12

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Feynman is an open-source AI research agent that reads papers, searches the web, writes cited research drafts, plans experiments, and ranks papers, usable from a terminal CLI or a local browser-based science workbench. It supports hosted and local LLM providers (LM Studio, Ollama, LiteLLM, vLLM, OpenRouter, GitHub Copilot) and can be installed as a standalone runtime bundle, npm package, or skills-only bundle for Codex.

Use cases

  • run deep research with citations from papers and the web
  • do a literature review on a topic
  • rank papers by methodology and reproducibility
  • write a research draft with cited claims
  • plan and replicate ML experiments
  • audit research code
  • use a local LLM like Ollama for research tasks
  • browse research artifacts, notebooks, and provenance in one place

When to choose

  • you need an agentic research assistant with verifiable citations
  • you want a terminal-first or self-hosted research workbench
  • you want to use local models (Ollama, LM Studio, vLLM) for research workflows
  • you need literature reviews, paper ranking, or experiment replication workflows

When to avoid

  • you need a general-purpose coding agent rather than a research-focused one
  • you want a fully managed cloud service with no local setup
  • you need a lightweight chatbot without research tooling overhead

Facets

cli-tool · maturity active

agent-framework rag search-engine llm-inference cli chat-interface web-scraping mcp artificial-intelligence large-language-models developer-tools data-science windows cli self-hosted ai-research-agent literature-review deep-research citations science-workbench paper-ranking local-models ollama lm-studio notebooks ai-agents retrieval-augmented-generation natural-language-processing command-line macos linux nodejs web-server

4 sources

Member repositories

RepositoryRoleHealth v2
Companion-Inc/feynmanmain78

For agents

markdown · JSON · MCP: product_card(name="Companion-Inc/feynman")

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