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AgentMindCloud merged 1 commit into from
Apr 30, 2026
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docs(readme): drop unverified GPT-Researcher comparison chart #3

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27 changes: 1 addition & 26 deletions README.md
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Expand Up @@ -67,31 +67,6 @@ Honest tradeoffs:

Bridge sits underneath every tier — Orchestra never bypasses it. Run `grok-orchestra doctor` to see which tiers your machine has live right now.

## Compared to GPT-Researcher

[gpt-researcher](https://github.com/assafelovic/gpt-researcher) is the reference competitor. Honest scorecard:

| Capability | Grok Agent Orchestra | GPT-Researcher |
| --- | --- | --- |
| Multi-agent debate | ✅ Visible & streamed | ❌ Hidden |
| Safety veto layer | ✅ Lucas (fail-closed) | ❌ |
| Native Grok multi-agent endpoint | ✅ | ❌ |
| Build Bridge integration | ✅ Mode A (Bridge-led) + Mode B (combined runtime) | n/a |
| Local docs ingest | 🟡 Roadmap | ✅ |
| Web UI | ✅ Modern Next.js with real-time tree + lane views | ✅ |
| Typed frontend client (TS) | ✅ `frontend/lib/api-client.ts` + WS hook | 🟡 |
| Optional auth (shared password) | ✅ env-gated, off by default | ❌ |
| Live web research | ✅ Tavily + cited findings | ✅ |
| `pip install` from PyPI | 🟡 alpha-paired with Bridge — install from GitHub today | ✅ |
| Multi-arch Docker image | ✅ amd64 + arm64 on `ghcr.io` | 🟡 |
| Pluggable LLMs (BYOK) | ✅ Grok native + LiteLLM adapter | ✅ |
| Inline image generation in reports | ✅ Flux/Replicate (Grok stub for future) | ✅ Gemini |
| MCP (Model Context Protocol) client | ✅ stdio + HTTP transports, read-only gate | ❌ |
| Claude Skill | ✅ ships at `skills/agent-orchestra/` (local + remote) | ❌ |
| VS Code extension | ✅ Full extension with live debate panel | ❌ |

🟡 = on the roadmap, see [Roadmap](#roadmap). We won't claim a checkmark we can't back.

## Benchmarks

Agent Orchestra ships a public head-to-head benchmark harness at
Expand Down Expand Up @@ -692,4 +667,4 @@ for the full flow. Short version:

Apache 2.0 — see [`LICENSE`](LICENSE). Use it, fork it, ship it. Lucas still has to sign off.

Built on top of [`grok-build-bridge`](https://github.com/agentmindcloud/grok-build-bridge) and the [xAI SDK](https://docs.x.ai/). Inspired in spirit (and benchmarked against) [assafelovic/gpt-researcher](https://github.com/assafelovic/gpt-researcher).
Built on top of [`grok-build-bridge`](https://github.com/agentmindcloud/grok-build-bridge) and the [xAI SDK](https://docs.x.ai/). Inspired in spirit by [assafelovic/gpt-researcher](https://github.com/assafelovic/gpt-researcher); the [`benchmarks/`](benchmarks/) harness runs head-to-head once API keys are configured.
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