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Mcp Diffusion

↗ github.com/InseeFrLab/mcp_diffusion official repository

An MCP server that exposes French INSEE publications, datasets, statistical observations, and concept definitions to LLM clients through native tools over HTTP.

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 liveness1 Nov 2026alive · separate from pricing

What it does

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

Mcp Diffusion

An MCP server that exposes French INSEE publications, datasets, statistical observations, and concept definitions to LLM clients through native tools over HTTP.

MCP

Official Mcp Diffusion 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 Mcp Diffusion 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.

Mcp Diffusion'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)
{
  "agent_id": "mcp_diffusion",
  "name": "Mcp Diffusion",
  "url": "https://github.com/InseeFrLab/mcp_diffusion",
  "logo": "https://github.com/InseeFrLab.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "An MCP server that exposes French INSEE publications, datasets, statistical observations, and concept definitions to LLM clients through native tools over HTTP.",
  "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 MCPDiffusion.",
    "confidence": "medium",
    "source_url": "https://github.com/InseeFrLab/mcp_diffusion",
    "checked_at": "2026-10-26T02:50:35.342Z",
    "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/InseeFrLab/mcp_diffusion"
  ],
  "last_checked": "2026-10-26",
  "profile_checked": null,
  "price_checked": "2026-10-26",
  "how_to_connect": {
    "website": "https://github.com/InseeFrLab/mcp_diffusion",
    "docs": null,
    "mcp": {
      "endpoint": "https://mcpdiffusion.lab.sspcloud.fr/mcp",
      "transport": "http",
      "config_snippet": "{\n  \"mcpServers\": {\n    \"mcp_diffusion\": {\n      \"url\": \"https://mcpdiffusion.lab.sspcloud.fr/mcp\"\n    }\n  }\n}"
    },
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "git clone https://github.com/InseeFrLab/McpDiffusion.git cd mcp_diffusion 2. Configure en",
    "repository": "https://github.com/inseefrlab/mcp_diffusion"
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": "https://mcpdiffusion.lab.sspcloud.fr/mcp",
    "install": "git clone https://github.com/InseeFrLab/McpDiffusion.git cd mcp_diffusion 2. Configure en",
    "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": "int so that an LLM client can discover and call them as native tools. Server’s URL : https://mcpdiffusion.lab.sspcloud.fr/mcp En français ⚠️ BÊTA – NE PAS UTILISER EN PRO",
      "url": "https://github.com/InseeFrLab/mcp_diffusion",
      "observed_day": "2026-10-31",
      "age_days": 2,
      "hosted_evidence": "vendor endpoint URL on the page",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "APACHE",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"mcp mcp-server python3 Resources Readme Apache-2.0 license Activity Custom prope\"",
    "observed_day": "2026-10-31",
    "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": 159,
    "uptime_7d": 1,
    "checked_at": "2026-11-01T02:39:54.181Z",
    "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."
}