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MCP server profile · independently tracked by Agentery
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Mcp Atom Of Thoughts

↗ github.com/dioptx/mcp-atom-of-thoughts official repository

MCP server that decomposes AI reasoning into atomic thoughts (premise, reasoning, hypothesis, verification, conclusion) with confidence tracking, dependency gr…

MCP serverSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last observation28 Oct 2026pricing pages rechecked daily
Website liveness28 Oct 2026alive · separate from pricing

What it does

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

Mcp Atom Of Thoughts

MCP server that decomposes AI reasoning into atomic thoughts (premise, reasoning, hypothesis, verification, conclusion) with confidence tracking, dependency gr…

MCP
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.

MCP

Is Mcp Atom Of Thoughts 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
Hosting model—
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare language support, semantic depth, installation model against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

View the full niche →

Mcp Atom Of Thoughts's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "mcp_atom_of_thoughts",
  "name": "Mcp Atom Of Thoughts",
  "url": "https://github.com/dioptx/mcp-atom-of-thoughts#readme",
  "logo": "https://github.com/dioptx.png?size=200",
  "niche": "agent-observability-eval",
  "category": "developer-tools-infra",
  "short_summary": "MCP server that decomposes AI reasoning into atomic thoughts (premise, reasoning, hypothesis, verification, conclusion) with confidence tracking, dependency gr…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public pricing is shown for this open-source GitHub project.",
    "confidence": "medium",
    "source_url": "https://github.com/dioptx/mcp-atom-of-thoughts#readme",
    "checked_at": "2026-10-27T03:33:07.549Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/dioptx/mcp-atom-of-thoughts#readme"
  ],
  "last_checked": "2026-10-27",
  "profile_checked": null,
  "price_checked": "2026-10-27",
  "how_to_connect": {
    "website": "https://github.com/dioptx/mcp-atom-of-thoughts#readme",
    "docs": null,
    "mcp": {
      "endpoint": "https://github.com/dioptx/mcp",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"mcp_atom_of_thoughts\": {\n      \"url\": \"https://github.com/dioptx/mcp\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx \" , \"args\" : [ \" -y \" , \" @dioptx/mcp-atom-of-thoughts \" ] } } } 2. Restart you",
    "repository": "https://github.com/dioptx/mcp-atom-of-thoughts"
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": "https://github.com/dioptx/mcp",
    "install": "npx \" , \"args\" : [ \" -y \" , \" @dioptx/mcp-atom-of-thoughts \" ] } } } 2. Restart you",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "cker : docker build -t aot . && docker run -i --rm aot Development git clone https://github.com/dioptx/mcp-atom-of-thoughts.git cd mcp-atom-of-thoughts npm instal",
      "url": "https://github.com/dioptx/mcp-atom-of-thoughts#readme",
      "observed_day": "2026-10-27",
      "age_days": 2,
      "hosted_evidence": "vendor endpoint URL on the page",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"pescript visualization Resources Readme MIT license Contributing Contributing Se\"",
    "observed_day": "2026-10-27",
    "age_days": 2
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 143,
    "uptime_7d": 1,
    "checked_at": "2026-10-28T02:40:12.713Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}