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MCP server profile · independently tracked by Agentery
Nexus JA Data logo

Nexus JA Data

↗ github.com/ayatrader/nexus-ja-data official repository

A local MCP server that helps AI agents normalize Japanese business data, identify company duplicates, infer column types, and clean records using deterministi…

MCP serverSource repositoryRepository checked daily
Agentery price verdictNo pricing observedsource repository
SourcePublic repositorylicence not verified
Connection modelMCP serverMCP clients
Last observation—pricing pages rechecked daily
Website liveness29 Oct 2026alive · separate from pricing

What it does

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

Nexus JA Data

A local MCP server that helps AI agents normalize Japanese business data, identify company duplicates, infer column types, and clean records using deterministi…

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

Official Nexus JA Data links

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 Nexus JA Data 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.

Nexus JA Data's local market

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

See the full market →
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)
{
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  "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": true,
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    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": null,
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    "commercial": {
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      "lines": [
        {
          "name": "Open-source MIT license",
          "price": "無料",
          "kind": "unknown"
        }
      ]
    },
    "summary": "Open-source MIT license: 無料 (as published; no rate or period could be read). The repository is explicitly described as free under an MIT license, with no recurring SaaS pricing published.",
    "confidence": "medium",
    "source_url": "https://github.com/ayatrader/nexus-ja-data",
    "checked_at": "2026-10-29T02:36:09.300Z",
    "amount": null,
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    "plans": [
      {
        "name": "Open-source MIT license",
        "price": "無料",
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        "highlights": [
          "MIT license",
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          "Data stays on your machine"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/ayatrader/nexus-ja-data"
  ],
  "last_checked": "2026-10-29",
  "profile_checked": null,
  "price_checked": "2026-10-29",
  "how_to_connect": {
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    "protocols": [],
    "install": null,
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  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:self_run_wording",
        "page_text:licence"
      ],
      "excerpt": "ess. Data never leaves your machine MIT license { \"mcpServers\": { \"nexus-ja-data\": { \"command\": \"python\", \"args\": [\"/path/to/nexus-ja-data/run_server.py\"] } } } Tools: j",
      "url": "https://github.com/ayatrader/nexus-ja-data",
      "observed_day": "2026-10-29",
      "age_days": 1,
      "hosted_evidence": null,
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"on Repository files navigation README MIT license nexus-ja-data A local MCP s\"",
    "observed_day": "2026-10-29",
    "age_days": 1
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/ayatrader/nexus-ja-data",
      "last_observed_day": "2026-10-29",
      "age_days": 1,
      "verified_day": "2026-10-29",
      "note": "verified = the page-text gate ran for that scan day (day-before/day-of text check)"
    },
    "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": 88,
    "uptime_7d": null,
    "checked_at": "2026-10-29T02:41:08.543Z",
    "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."
}