Biomedical APIs MCP Server
# Biomedical APIs MCP Server
This Model Context Protocol (MCP) server exposes **14 tools** to query free biomedical and pharmaceutical APIsβplus stubs for restricted/paid sourcesβenabling AI agents to access clinical trial data, drug information, molecular structures, adverse events, and research literature.
---
## π― Available APIs
### **Free & Open APIs** (fully functional)
1. **ClinicalTrials.gov** β Search registered clinical trials worldwide
2. **ChEMBL** β Small molecules, bioactivity data, drug-like compounds
3. **PubChem** β Chemical compounds, molecular properties
4. **OpenFDA** β FDA adverse event reports (drug, device, food)
5. **Europe PMC** β Biomedical research articles and preprints
### **Restricted/Paid APIs** (stubs only)
6. **dbGaP** β NIH genomic & clinical datasets (requires NIH credentials)
7. **PhysioNet** β Physiological signals (requires credentialed access)
8. **MIMIC-IV** β ICU records (PhysioNet credential + CITI training)
9. **UK Biobank** β Large-scale biomedical data (application required)
10. **DrugBank** β Structured drug data (academic/commercial license)
11. **BindingDB** β Protein-ligand binding affinities (bulk download)
12. **OpenTrials** β Merged trial data & sponsors (open access)
13. **Crunchbase** β Company & funding data (free tier limited)
---
## π Quick Start
### 1. Install Dependencies
```bash
npm install
```
### 2. Configure Environment (optional)
Copy `.env.example` to `.env` and add optional API keys:
```bash
cp .env.example .env
```
Edit `.env`:
```env
OPENFDA_API_KEY=your_key_here # Optional: increases OpenFDA rate limits
CRUNCHBASE_API_KEY=your_key_here # Optional: enables Crunchbase free tier
```
### 3. Build the Server
```bash
npm run build
```
### 4. Run in Development Mode
```bash
npm run dev
```
### 5. Use in Production
```bash
npm start
```
---
## π§ͺ Testing with MCP Inspector
[MCP Inspector](https://modelcontextprotocol.io/docs/tools/inspector) lets you test your server interactively:
```bash
npx @modelcontextprotocol/inspector node dist/server.js
```
Once connected, you can:
- List all 14 available tools
- Test tool calls with custom inputs
- View structured JSON responses
- Debug errors and API rate limits
---
## π Connecting to Clients
### **VS Code (Copilot Agent Mode)**
The server is pre-configured in `.vscode/mcp.json`:
```json
{
"servers": {
"biomed-apis": {
"type": "stdio",
"command": "node",
"args": ["dist/server.js"]
}
}
}
```
To connect:
1. Open this workspace in VS Code
2. Restart VS Code (if needed)
3. Open Copilot Chat and confirm the MCP server is listed
4. Ask: *"Search ClinicalTrials.gov for epilepsy trials started in 2023"*
### **Claude Desktop**
Add to `~/Library/Application Support/Claude/claude_desktop_config.json` (macOS) or `%APPDATA%\Claude\claude_desktop_config.json` (Windows):
```json
{
"mcpServers": {
"biomed-apis": {
"command": "node",
"args": ["C:\\For Me\\Projects\\mcp with DBs\\dist\\server.js"]
}
}
}
```
Restart Claude Desktop. The tools will appear in the MCP panel.
### **Claude Code CLI**
```bash
claude mcp add --transport stdio biomed-apis node "C:\\For Me\\Projects\\mcp with DBs\\dist\\server.js"
```
---
## π Example Tool Calls
### 1. **Search Clinical Trials**
```json
{
"tool": "search_clinical_trials",
"input": {
"query": "epilepsy",
"filter": "AREA[StartDate]2020-01-01+TO+2023-12-31",
"pageSize": 5
}
}
```
**Returns:** NCT IDs, titles, status, phases, conditions, interventions
---
### 2. **Search ChEMBL Compounds**
```json
{
"tool": "search_chembl_compounds",
"input": {
"query": "aspirin",
"limit": 5
}
}
```
**Returns:** ChEMBL IDs, molecular formulas, weights, max clinical phase
---
### 3. **Get ChEMBL Bioactivity Data**
```json
{
"tool": "get_chembl_activities",
"input": {
"targetChemblId": "CHEMBL2",
"limit": 10
}
}
```
**Returns:** Activity IDs, assay IDs, molecules, types (IC50, Ki, etc.), values, units
---
### 4. **Get PubChem Compound by Name**
```json
{
"tool": "get_pubchem_compound",
"input": {
"name": "glucose"
}
}
```
**Returns:** CID, molecular formula, weight, IUPAC name, SMILES
---
### 5. **Search OpenFDA Drug Adverse Events**
```json
{
"tool": "search_openfda_drug_events",
"input": {
"search": "patient.drug.medicinalproduct:\"metformin\"",
"limit": 10
}
}
```
**Returns:** Receive dates, patient ages, reactions, drug names
---
### 6. **Search Europe PMC Articles**
```json
{
"tool": "search_europepmc_articles",
"input": {
"query": "CRISPR gene editing",
"pageSize": 10
}
}
```
**Returns:** Article IDs, sources, titles, authors, journals, publication years
---
### 7. **Query Restricted APIs (Stubs)**
```json
{
"tool": "query_dbgap",
"input": {
"query": "GWAS cardiovascular disease"
}
}
```
**Returns:** `[dbGaP stub] Querying: "GWAS cardiovascular disease". Access requires NIH credentials & dbGaP approval.`
> **Note:** Stubs for dbGaP, PhysioNet, MIMIC-IV, UK Biobank, DrugBank, BindingDB, OpenTrials, and Crunchbase return informational messages. Replace the stub functions in `src/clients/restrictedStubs.ts` with real implementations once you have credentials.
---
## π οΈ Project Structure
```
mcp-biomed-server/
βββ src/
β βββ server.ts # Main MCP server with all 14 tools
β βββ clients/
β βββ clinicalTrialsClient.ts # ClinicalTrials.gov
β βββ chemblClient.ts # ChEMBL
β βββ pubchemClient.ts # PubChem
β βββ openfdaClient.ts # OpenFDA
β βββ europePmcClient.ts # Europe PMC
β βββ restrictedStubs.ts # Stubs for restricted APIs
βββ dist/ # Compiled JavaScript (after build)
βββ .vscode/
β βββ mcp.json # VS Code MCP config
βββ .env.example # Environment variable template
βββ package.json
βββ tsconfig.json
βββ README.md
```
---
## π§ Development
### **Adding a New Tool**
1. **Create a client function** in `src/clients/` (or add to existing file)
2. **Register the tool** in `src/server.ts`:
```typescript
server.registerTool(
'my_tool_name',
{
title: 'My Tool',
description: 'What it does',
inputSchema: { param: z.string().describe('Parameter description') },
outputSchema: { result: z.string() }
},
async ({ param }) => {
const result = await myClientFunction(param);
return {
content: [{ type: 'text', text: JSON.stringify({ result }) }],
structuredContent: { result }
};
}
);
```
3. **Rebuild**: `npm run build`
### **Debugging**
- Use `npm run dev` for live TypeScript execution via `tsx`
- Server logs errors to `stderr` (visible in MCP Inspector or client logs)
- Check rate limits if APIs return HTTP 429
---
## βοΈ Rate Limits & Best Practices
| API | Rate Limit | Notes |
|-----|-----------|-------|
| **ClinicalTrials.gov** | ~1000 req/day | No key required; public access |
| **ChEMBL** | Unknown (generous) | No key; community-supported |
| **PubChem** | ~5 req/sec | No key; use delays for bulk requests |
| **OpenFDA** | 240 req/min (1000/day without key) | API key increases to 240 req/min |
| **Europe PMC** | Unknown (generous) | No key; rate-limited |
**Tips:**
- Use `pageSize`/`limit` parameters to control result counts
- Add exponential backoff for HTTP 429 errors
- Consider caching responses for repeated queries
---
## π References
- [Model Context Protocol Docs](https://modelcontextprotocol.io/)
- [MCP TypeScript SDK](https://github.com/modelcontextprotocol/typescript-sdk)
- [ClinicalTrials.gov API](https://clinicaltrials.gov/data-api/api)
- [ChEMBL API](https://www.ebi.ac.uk/chembl/api/data/docs)
- [PubChem PUG REST](https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest)
- [OpenFDA API](https://open.fda.gov/apis/)
- [Europe PMC API](https://europepmc.org/RestfulWebService)
---
## π License
MIT (adjust as needed for your project)
---
## π€ Contributing
1. Fork the repository
2. Create a feature branch (`git checkout -b feature/new-api`)
3. Add your client in `src/clients/`
4. Register tools in `src/server.ts`
5. Test with MCP Inspector
6. Submit a pull request
---
## π Troubleshooting
### **"Cannot find module" errors**
```bash
npm install # Reinstall dependencies
npm run build # Rebuild after changes
```
### **VS Code doesn't recognize the MCP server**
1. Ensure `.vscode/mcp.json` exists
2. Rebuild: `npm run build`
3. Restart VS Code
4. Check VS Code's MCP output panel for errors
### **API returns 429 (Too Many Requests)**
- Add delays between requests
- Use optional API keys (OpenFDA, Crunchbase)
- Reduce `pageSize`/`limit` parameters
### **Stub tools return placeholder messages**
- This is expected! Restricted APIs require credentials
- Replace functions in `src/clients/restrictedStubs.ts` with real implementations
---
## π Next Steps
- **Test all 14 tools** with MCP Inspector
- **Connect to VS Code Copilot** and try example queries
- **Replace stubs** with real API implementations (if you have access)
- **Add rate limiting** and caching for production use
- **Extend with more APIs**: BindingDB real download, OpenTrials integration, etc.
---
**Built with π using [Model Context Protocol](https://modelcontextprotocol.io/)**
TDQS
Scored across 14 tools
Each tool targets a distinct biomedical database or data type, with descriptions clearly differentiating their sources and functions. There is no overlapping purpose among the 14 tools.
Tool names follow a consistent verb_noun pattern: 'get_' for direct retrieval, 'query_' for credentialed databases, and 'search_' for keyword queries. The prefixes are used consistently across the set.
With 14 tools covering diverse biomedical data sources (compounds, activities, trials, literature, adverse events, clinical datasets), the count is well-scoped for the server's purpose without being excessive or thin.
The tool set covers major biomedical data domains, including compounds, bioactivities, trials, literature, and clinical datasets. Minor gaps exist (e.g., protein data, gene expression), but core workflows are well-supported.