Pre-clinical drug discovery intelligence — 44 MCP tools for targets, compounds, patents, clinical trials, competitive landscapes, and whitespace analysis
Project description
mosaic-mcp
Pre-clinical drug discovery intelligence as an MCP server. Query 800+ drug targets, 12K+ compounds, 46K+ papers, 18K+ clinical trials, and 16K+ patents through 44 specialized tools — 16 free for discovery, 28 Pro for competitive landscapes, whitespace, and thesis-grade analysis.
Quick Start
pip install mosaic-mcp
With Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"mosaic": {
"command": "mosaic-mcp",
"env": {
"DATABASE_URL": "postgresql://reader:password@ep-xxx-pooler.neon.tech/mosaic_db?sslmode=require"
}
}
}
}
With Claude Code
claude mcp add mosaic -- mosaic-mcp
Standalone
export DATABASE_URL="postgresql://..."
export MOSAIC_API_KEY="msk_..." # Optional — for Pro tools
mosaic-mcp # stdio transport (default)
mosaic-mcp --transport sse --port 3001 # SSE for remote clients
Tools
Free Tier (16 tools) — discovery + workspace
| Tool | Description |
|---|---|
mosaic_search_targets |
Search drug targets by name, gene symbol, or keyword |
mosaic_get_target_profile |
Comprehensive target dossier (biology, compounds, scores) |
mosaic_get_target_compounds |
Compounds tested against a target with SAR data |
mosaic_get_target_patents |
Patent landscape for a target |
mosaic_get_target_papers |
Literature for a target |
mosaic_get_target_structure |
3D structure and ligandability summary for a target |
mosaic_kg_stats |
Knowledge graph overview statistics |
mosaic_list_indications |
Available disease indications |
mosaic_list_subindications |
Sub-indications within an indication area |
mosaic_subindication_breakdown |
Per-target activity across sub-indications |
mosaic_target_scores |
Target attractiveness scoring |
mosaic_target_wishlist_add |
Add a target to your personal wishlist |
mosaic_watchlist_create |
Create a watchlist |
mosaic_watchlist_add_item |
Add an item to a watchlist |
mosaic_watchlist_get |
Retrieve a watchlist |
mosaic_watchlist_list |
List your watchlists |
Pro Tier (28 additional tools) — analysis + whitespace
The committed-verdict layer. Includes the whitespace and differentiation tools:
mosaic_synthetic_lethal_whitespace, mosaic_modality_gaps,
mosaic_resistance_bypass_map, mosaic_find_undruggable_targets,
mosaic_talent_migration, mosaic_emerging_signals, and
mosaic_assess_druggability.
Plus the full analysis set: competitive landscape, pathway context, compound selectivity, indication landscape, target validation, clinical pipeline, compound analogs, target comparison, similar-target search, opportunity finding, organization portfolio, target network, mechanism of action, evidence maps, relation search, polypharmacology, clinical trial results, FDA regulatory status, drug comparison, drug repurposing candidates, and KOL discovery.
Data Coverage
| Entity | Count |
|---|---|
| Drug Targets | 801 (oncology + neuroscience + cardiovascular) |
| Compounds | 12,756 |
| Clinical Trials | 18,324 |
| Papers | 46,354 |
| Patents | 16,168 |
| Semantic Relations | 13,704 |
| Indications | 15,013 |
| Organizations | 45,496 |
Configuration
| Variable | Required | Description |
|---|---|---|
DATABASE_URL |
Yes | PostgreSQL connection string (Neon hosted or self-hosted) |
MOSAIC_API_KEY |
No | API key for Pro tool access |
MOSAIC_TIER |
No | Override tier (free, pro, enterprise) |
License
Apache 2.0 for the MCP server tools. The hosted knowledge graph data requires a subscription for Pro-tier access.
Project details
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