Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
agentic-research-engine-oss The best $0 research agent that runs on a laptop. Open-source end-to-end, reproducible, privacy-preserving. No cloud dependency by default; no telemetry; every LLM call, every source, and every verification decision is visible. Why use this instead of… Quickstart — Mac local Quickstart — no install (Google Colab) Three ways to drive it Bring your own documents Plugin /…
Inferred from the transports this listing declares (stdio). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Forge read 0 source files from the published package tarball and matched no MCP tool registrations. Extraction is pattern-based over shipped source: a server that builds its tool list at runtime, or that ships only bundled or minified code, registers nothing this can see. Treat it as “not detected”, not as “exposes none”.
agentic-research-engine-oss The best $0 research agent that runs on a laptop. Open-source end-to-end, reproducible, privacy-preserving. No cloud dependency by default; no telemetry; every LLM call, every source, and every verification decision is visible. Why use this instead of… Quickstart — Mac local Quickstart — no install (Google Colab) Three ways to drive it Bring your own documents Plugin / skill loader Architecture at a glance Configuration (env vars) Local-first research agent that…
Forge's dependency resolver reads npm metadata only, so this PyPI package has no resolved tree. That is a gap in coverage, not a clean bill of health.