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Makoto

github.com/Clear-Sights/Makoto official repository

Integrity verification tool for Claude AI agents that monitors tool calls and blocks fake claims. Validates agent statements against actual execution records t…

agent frameworkSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Billing model
Last checked28 Jul 2026pricing & liveness

What it does

The specific capability behind this listing, and where to get it.

Makoto

Integrity verification tool for Claude AI agents that monitors tool calls and blocks fake claims. Validates agent statements against actual execution records t…

Agentery has not yet captured structured capability detail for this provider.

Price status · observed daily

Source repository available · no commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Is Makoto good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

Source repository

Source repository available · no commercial pricing observed.

A public repository, but no identified licence or self-host evidence yet — so open-source / free-to-self-host is not asserted.

Observed commercial pricenone
NicheAgent Observability Eval
Price benchmarknot applicable
What to compare instead

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See the MCP response behind this page · get_agent_profile()
See the MCP response behind this pageget_agent_profile
{
  "agent_id": "makoto",
  "name": "Makoto",
  "url": "https://github.com/Clear-Sights/Makoto",
  "logo": "https://github.com/Clear-Sights.png?size=200",
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "Integrity verification tool for Claude AI agents that monitors tool calls and blocks fake claims. Validates agent statements against actual execution records t…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "unknown",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": null,
    "summary": null,
    "confidence": "high",
    "source_url": "https://github.com/pricing",
    "checked_at": "2026-07-26T07:31:44.472Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "agent_framework",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/Clear-Sights/Makoto"
  ],
  "last_checked": null,
  "how_to_connect": {
    "website": "https://github.com/Clear-Sights/Makoto",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": []
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1057,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:35:31.960Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}