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MCP server profile · independently tracked by Agentery
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Biodatafinder

↗ github.com/fmdelgado/biodatafinder official repository

MCP server and CLI for searching public life-science datasets across GEO, ENA, CELLxGENE, PRIDE, and DataCite. It expands ontology terms, merges results, and r…

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.

Biodatafinder

MCP server and CLI for searching public life-science datasets across GEO, ENA, CELLxGENE, PRIDE, and DataCite. It expands ontology terms, merges results, and r…

MCP

Official Biodatafinder 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 Biodatafinder 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.

Biodatafinder'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": "biodatafinder",
  "name": "Biodatafinder",
  "url": "https://github.com/fmdelgado/biodatafinder",
  "logo": "https://github.com/fmdelgado.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "MCP server and CLI for searching public life-science datasets across GEO, ENA, CELLxGENE, PRIDE, and DataCite. It expands ontology terms, merges results, and r…",
  "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 or paid plans are shown for this open-source repository.",
    "confidence": "medium",
    "source_url": "https://github.com/fmdelgado/biodatafinder",
    "checked_at": "2026-10-23T01:19:36.277Z",
    "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/fmdelgado/biodatafinder"
  ],
  "last_checked": "2026-10-23",
  "profile_checked": null,
  "price_checked": "2026-10-23",
  "how_to_connect": {
    "website": "https://github.com/fmdelgado/biodatafinder",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "uvx --from git+https://github.com/fmdelgado/biodatafinder biodatafinder search \" lu",
    "repository": "https://github.com/fmdelgado/biodatafinder",
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "self_hosted",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "uvx --from git+https://github.com/fmdelgado/biodatafinder biodatafinder search \" lu",
    "note": "You run it yourself: install from the published command/package; no vendor endpoint found.",
    "evidence": {
      "sources": [
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "rather than guessed. Install Requires Python 3.11+ and uv . Run without installing: uvx --from git+https://github.com/fmdelgado/biodatafinder biodatafinder search \" lung",
      "url": "https://github.com/fmdelgado/biodatafinder",
      "observed_day": "2026-10-28",
      "age_days": 2,
      "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: \"col ontology open-data Resources Readme MIT license Activity Stars 0 stars Watch\"",
    "observed_day": "2026-10-28",
    "age_days": 2
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/pricing",
      "last_observed_day": "2026-09-25",
      "age_days": 35,
      "verified_day": "2026-09-25",
      "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": 403,
    "uptime_7d": 1,
    "checked_at": "2026-10-29T02:32:30.557Z",
    "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."
}