Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"io-github-theaisingularity-agentic-research": {
"command": "<see-readme>",
"args": []
}
}
}Are you the author?
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Local research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.
No automated test available for this server. Check the GitHub README for setup instructions.
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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.
Local research agent. Gemma 3 4B via Ollama + SearXNG for search + trafilatura for full-page extraction + hybrid BM25 + dense retrieval + cross-encoder reranking + Chain-of-Verification for hallucination defense. Ships as a CLI, a Textual TUI, a FastAPI web GUI, and an MCP server you can install in Claude Desktop / Cursor / Continue.
Same code runs against any OpenAI-compatible endpoint — swap to OpenAI, Groq, vLLM, SGLang, or Together via a single env var.
general, medical, papers, financial, stock_trading, personal_docsagentskills.io skills from GitHub or local paths| you currently use | we give you |
|---|---|
| Perplexity / ChatGPT Deep Research / Kagi Assistant | the same reasoning-with-citations flow, local and free, with your data never leaving the machine |
| Perplexica self-hosted | the UX Perplexica has plus a CoVe verifier, FLARE active retrieval, adaptive compute router, and Claude-plugin packaging |
| Khoj | stronger research-specific reasoning (we're not personal-knowledge-focused), six domain presets, and an MCP server for other agents to call |
| gpt-researcher | newer pipeline architecture, better small-model handling, observable trace, plugin ecosystem |
| MiroThinker-H1 / OpenResearcher-30B | they're stronger on BrowseComp; we run on a laptop with no GPU and cost $0 |
| Writing your own LangGraph research agent | save 2-3 months; reuse our 8-node pipeline + 30+ tested env gates + 229 tests |
Honest read: on complex multi-hop reasoning benchmarks, Gemma 3 4B sits 15–25% below 30 B+ open models. We don't claim to beat GPT-5.4 Pro. We claim to be the best $0, runs-on-your-laptop, fully-open research agent in April 2026.
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