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

9 Biomedical Intelligence Tools

All tools return JSON. Evidence-verified outputs include grounded ratio, cite-F1, and PMID hallucination rate where applicable.

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 (real output): proteinName="Poly [ADP-ribose] polymerase 1",
// molecularWeight=113084 Da, alphaFoldPlddt=82.38 (high confidence),
// druggabilityScore=0.6 (0-1 scale; domain + enzyme-activity based structural score),
// topDrugs=[] with topDrugsNote explaining a Researcher-tier key is required for
// ranked drug candidates on unauthenticated/free-tier calls (see /pricing),
// top pathways: base excision repair (q=0.0033), apoptosis (q=0.0033),
// NF-κB signaling (q=0.0033)

// 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

76+ live databases, synthesized in parallel

Every tool call fetches live data. No stale knowledge cutoffs.

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

Every analysis runs a 3-stage evidence integrity pipeline before returning results.

See full methodology · live trust dashboard · benchmark scores