AI Agent Trust Snapshot — Week 27, 2026
Every week HVTracker diffs its registry snapshots and publishes what actually changed: trust-score moves of 3+ points, new listings, and gained provenance or MCP support. This edition compares the 2026-06-28 and 2026-07-05 snapshots — 20 gains, 91 declines, 2 new listings, 1 provenance and 1 MCP additions. Every figure below is generated directly from those snapshots.
Trust score up (20)
| Agent | HVTrust | Change |
|---|---|---|
| Agno | 72.8 → 86.7 | +13.9 |
| ECC | 70.7 → 77.3 | +6.6 |
| Tabby | 48.3 → 54.9 | +6.6 |
| Agent Squad | 56.0 → 61.2 | +5.2 |
| Agent Governance Toolkit | 70.0 → 75.1 | +5.1 |
| DeepCode | 49.4 → 54.1 | +4.7 |
| TinyTroupe | 52.6 → 57.1 | +4.5 |
| ChatDev | 50.3 → 54.7 | +4.4 |
| Cua | 64.2 → 68.5 | +4.3 |
| CopilotKit | 45.8 → 49.9 | +4.1 |
| AIPass | 77.6 → 81.6 | +4.0 |
| Claude Code | 61.2 → 65.2 | +4.0 |
| Pyod | 65.4 → 69.2 | +3.8 |
| VoltAgent | 63.4 → 67.2 | +3.8 |
| CodeWhale | 68.0 → 71.7 | +3.7 |
| Chroma | 72.3 → 75.9 | +3.6 |
| GPT Researcher | 68.9 → 72.4 | +3.5 |
| OpenSSA | 37.9 → 41.3 | +3.4 |
| FAISS | 70.9 → 74.1 | +3.2 |
| Qwen Agent | 47.7 → 50.7 | +3.0 |
Trust score down (91)
| Agent | HVTrust | Change |
|---|---|---|
| Qdrant | 69.6 → 55.4 | -14.2 |
| MindSearch | 38.4 → 26.5 | -11.9 |
| MetaGPT | 44.2 → 33.5 | -10.7 |
| AutoGPT | 66.1 → 55.6 | -10.5 |
| RAGFlow | 75.0 → 66.2 | -8.8 |
| Garak | 66.9 → 58.1 | -8.8 |
| Portkey AI Gateway | 60.6 → 51.8 | -8.8 |
| Continue | 40.2 → 31.7 | -8.5 |
| Google Genkit | 70.7 → 62.7 | -8.0 |
| Maxun | 61.8 → 53.8 | -8.0 |
| OpenClaw | 84.7 → 76.9 | -7.8 |
| Weaviate | 75.9 → 68.2 | -7.7 |
| Verl Agent | 59.6 → 51.9 | -7.7 |
| CrewAI tools | 49.2 → 41.7 | -7.5 |
| OpenManus | 27.7 → 20.4 | -7.3 |
| Ragas | 54.6 → 47.4 | -7.2 |
| Strands Agents | 88.8 → 81.7 | -7.1 |
| PentAGI | 59.5 → 52.4 | -7.1 |
| LiteFlow | 49.3 → 42.2 | -7.1 |
| Langfuse | 76.9 → 70.0 | -6.9 |
| Atomic Agents | 62.4 → 55.9 | -6.5 |
| auto-deep-researcher-24x7 | 49.5 → 43.0 | -6.5 |
| OpenHuman | 66.1 → 59.8 | -6.3 |
| Bolt | 34.9 → 28.7 | -6.2 |
| LangGraph | 92.6 → 86.5 | -6.1 |
| Superagent | 48.6 → 42.5 | -6.1 |
| PrivateGPT | 63.2 → 57.2 | -6.0 |
| Zvec | 69.8 → 63.9 | -5.9 |
| Flyte | 70.5 → 64.8 | -5.7 |
| Hermes Agent | 86.1 → 80.5 | -5.6 |
| Omnigent | 63.0 → 57.5 | -5.5 |
| Agent-E | 44.4 → 38.9 | -5.5 |
| Open WebUI | 88.4 → 83.0 | -5.4 |
| Semantic Kernel | 71.7 → 66.3 | -5.4 |
| Eliza | 67.8 → 62.7 | -5.1 |
| Hatchet | 68.5 → 63.5 | -5.0 |
| Kilo Code | 65.7 → 60.7 | -5.0 |
| Upsonic | 53.2 → 48.3 | -4.9 |
| ClawWork | 41.3 → 36.4 | -4.9 |
| Youtu-Agent | 40.8 → 36.0 | -4.8 |
| AnythingLLM | 48.1 → 43.6 | -4.5 |
| Goose | 74.0 → 69.6 | -4.4 |
| Conductor | 65.3 → 60.9 | -4.4 |
| Chat Nio | 42.8 → 38.4 | -4.4 |
| Nanobot | 62.6 → 58.3 | -4.3 |
| Agentic Security | 57.1 → 52.8 | -4.3 |
| DeepResearchAgent | 42.6 → 38.3 | -4.3 |
| LLM Wiki Agent | 52.4 → 48.2 | -4.2 |
| Astron Agent | 61.6 → 57.5 | -4.1 |
| LazyLLM | 57.6 → 53.5 | -4.1 |
| Magentic | 44.1 → 40.0 | -4.1 |
| Mastra | 49.0 → 45.0 | -4.0 |
| Khoj | 74.3 → 70.4 | -3.9 |
| Langroid | 61.3 → 57.4 | -3.9 |
| OpenBrowser | 40.9 → 37.0 | -3.9 |
| Mem0 | 89.8 → 86.0 | -3.8 |
| Skyvern | 83.2 → 79.4 | -3.8 |
| Microsoft Agent Framework | 73.6 → 69.8 | -3.8 |
| Agency Agents | 65.8 → 62.0 | -3.8 |
| Convex Chef | 49.0 → 45.2 | -3.8 |
| TuriX | 20.2 → 16.4 | -3.8 |
| Lumibot | 57.2 → 53.5 | -3.7 |
| Traceroot | 62.6 → 59.0 | -3.6 |
| Sotopia agents | 47.4 → 43.8 | -3.6 |
| AgentLite | 46.8 → 43.2 | -3.6 |
| agentUniverse | 45.3 → 41.7 | -3.6 |
| Google ADK (Python) | 71.1 → 67.6 | -3.5 |
| Agent-S | 46.2 → 42.7 | -3.5 |
| Hindsight | 85.0 → 81.6 | -3.4 |
| AutoAgent | 34.6 → 31.2 | -3.4 |
| ScaleCUA | 33.1 → 29.7 | -3.4 |
| IntentKit | 58.9 → 55.6 | -3.3 |
| MiroThinker | 47.0 → 43.7 | -3.3 |
| AgentBench | 40.2 → 36.9 | -3.3 |
| Ollama | 67.7 → 64.5 | -3.2 |
| ToolJet | 63.3 → 60.1 | -3.2 |
| Obsidian Second Brain | 61.9 → 58.7 | -3.2 |
| Pi | 60.4 → 57.2 | -3.2 |
| Eigent | 59.4 → 56.2 | -3.2 |
| TencentDB Agent Memory | 56.5 → 53.3 | -3.2 |
| Roo Code | 54.4 → 51.2 | -3.2 |
| Parlant | 51.5 → 48.3 | -3.2 |
| Lingxi | 39.3 → 36.1 | -3.2 |
| Kodu | 21.7 → 18.5 | -3.2 |
| OpenLIT | 61.9 → 58.8 | -3.1 |
| WeKnora | 60.0 → 56.9 | -3.1 |
| GPT Pilot | 49.5 → 46.4 | -3.1 |
| DSPy | 75.1 → 72.1 | -3.0 |
| smolagents | 66.9 → 63.9 | -3.0 |
| Letta | 58.7 → 55.7 | -3.0 |
| Stakpak Agent | 54.3 → 51.3 | -3.0 |
Newly listed (2)
| Agent | Category | HVTrust |
|---|---|---|
| DawnAI | Agent Frameworks | 63.8 |
| OpenMontage | Multi-Agent Systems | 61.5 |
Provenance gained (1)
| Agent | Category |
|---|---|
| Agno | Agent Frameworks |
MCP support gained (1)
| Agent | Category | Status |
|---|---|---|
| Agent Squad | Multi-Agent Systems | implemented |
Generated automatically from the 2026-06-28 and 2026-07-05
registry snapshots — no numbers in this post are estimated or written by hand.
Method: HVTrust methodology ·
live diff: what changed this week ·
feed: RSS.