GaiaLab as an MCP Server

Connect in 60 seconds

Add GaiaLab to any MCP client. No API key, no sign-up. Discovery doc at /.well-known/mcp.json.

{
  "mcpServers": {
    "gaialab": {
      "url": "https://www.gailabai.com/mcp",
      "transport": "streamable-http"
    }
  }
}

{
  "servers": {
    "gaialab": {
      "url": "https://www.gailabai.com/mcp"
    }
  }
}

curl -X POST https://www.gailabai.com/mcp \
  -H "Content-Type: application/json" \
  -d '{
    "method": "tools/call",
    "params": {
      "name": "gaialab_get_target_brief",
      "arguments": {
        "gene": "KRAS",
        "diseaseContext": "pancreatic cancer"
      }
    }
  }'

curl https://www.gailabai.com/.well-known/mcp.json

10 Biomedical Intelligence Tools

All tools return JSON. Evidence-aware outputs expose grounding, cite-F1 where applicable, and PMID existence/retrievability checks separately from claim-support verification.

Target discovery in 3 tool calls

A typical translational researcher workflow using GaiaLab as a reasoning backend.

// Tool: gaialab_get_target_brief
{ "gene": "PARP1", "diseaseContext": "BRCA1-mutant ovarian cancer" }

// Returns: proteinName="Poly [ADP-ribose] polymerase 1",
// molecularWeight=113084 Da, alphaFoldPlddt=82.38 (high confidence),
// druggabilityScore=0.9 (0-1 scale; floored because ChEMBL lists approved PARP1
// inhibitors, see approvedDrugsOnTarget; heuristicDruggabilityScore=0.6 structural-only),
// topDrugs=[] with topDrugsNote explaining a Researcher-tier key is required for
// ranked drug candidates on unauthenticated/free-tier calls (see /pricing),
// topPathways: pathways PARP1 belongs to (pathwayEnrichmentMode="membership",
// no q-values -- one gene is too few for enrichment statistics)

// Tool: gaialab_verify_claim
{
  "claim": "PARP1 inhibition causes synthetic lethality in BRCA1-deficient cells",
  "pmids": ["15829967", "15829966"],
  "geneContext": ["PARP1", "BRCA1"]
}
// pmids are Farmer et al. 2005 and Bryant et al. 2005 (Nature) -- the original
// papers establishing PARP-inhibitor synthetic lethality in BRCA-deficient cells.

// Returns (real output): pmidsChecked=true, hallucinated=0, evidenceStatus="supported",
// citeF1=1, nliEnabled=true, summary="All 2 cited PMIDs verified as real in PubMed.
// Textual support for the claim: supported."

// Tool: gaialab_generate_validation_plan
{
  "hypothesis": "PARP1 inhibition causes synthetic lethality in BRCA1-deficient cells",
  "geneContext": ["PARP1", "BRCA1"],
  "diseaseContext": "BRCA1-mutant ovarian cancer"
}

// Returns: 4-stage plan: cell-line viability assay → clonogenic survival →
// xenograft model → Phase II basket trial design, each with
// controls, timeline, and go/no-go criteria

Integrated biological sources, synthesized in parallel

Tools query configured sources at run time where applicable; availability and freshness vary by source.

Get your API key

Free tier: 10 analyses/day. Keys are optional — unauthenticated requests share a rate-limited pool.

# Check quota and usage stats
curl -H "X-API-Key: gl_..." https://www.gailabai.com/api/keys/usage

<!-- Drop-in embed -->
<div id="gaialab-widget"
     data-genes="BRCA1,TP53,PTEN"
     data-disease="triple-negative breast cancer"></div>
<script src="https://www.gailabai.com/widget.js" async></script>

// Programmatic:
GaiaLab.render({
  target: '#my-container',
  genes:  ['KRAS', 'STK11'],
  disease: 'KRAS-mutant NSCLC',
  apiKey:  'gl_...',
  onReady: (info) => console.log('Snapshot:', info.snapshotId)
});

How GaiaLab verifies its own outputs

GaiaLab exposes layered evidence-integrity checks; some run in the main verification path while PMID existence/retrievability status may be completed or patched asynchronously.

See full methodology · live trust dashboard · benchmark scores