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PubChem-MCP-Server

A comprehensive Model Context Protocol (MCP) server for accessing the PubChem chemical database. This server provides access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools.

Install / Use

claude mcp add Augmented-Nature -- npx -y github:Augmented-Nature/PubChem-MCP-Server

If the server publishes to npm under a different name, use that package instead — check the repo README.

About this skill
🔌

MCP Server

Model Context Protocol server

Quality Score

81/100

Supported Platforms

Claude Code
Claude Desktop

Our assessment of PubChem-MCP-Server

PubChem-MCP-Server scores 81/100 on our quality scale, 522nd of 595 Data & Analytics skills we index.

Its MCP Server is 7.6 KB long, well organised into 34 sections with 9 code examples: a thorough specification that gives an agent plenty to work with.

It has 48 GitHub stars, so there is little community track record yet; judge it on its content.

Substance
29/30
Structure
20/20
Description
15/15
Adoption
7/20
Freshness
11/15

Maintenance, license and trust

  • The repository was last updated about 11 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.
  • Our last check on 2026-10-21 found the source still online.
  • No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
  • Its trust signals score 79/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful.

AI review by kimi-k2.7-code on 2026-09-24. Automated pattern scan on 2026-09-24. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

PubChem-MCP-Server compared with similar skills

All 4 of these similar skills score higher than PubChem-MCP-Server; compare them before choosing.

SkillScoreStarsUpdatedFormat
PubChem-MCP-Server (this skill)by Augmented-Nature814811mo agoMCP Server
Agent-Reachby Panniantong100109.2ktodayCLAUDE.md
headroomby headroomlabs-ai10078.9ktodayCLAUDE.md
CowAgentby zhayujie10047.8ktodayCLAUDE.md
Scraplingby D4Vinci10097.9ktodayMCP Server

Frequently asked questions

How do I install PubChem-MCP-Server?
Run claude mcp add Augmented-Nature -- npx -y github:Augmented-Nature/PubChem-MCP-Server. The install tabs above show the steps for each supported agent.
Which AI agents does PubChem-MCP-Server work with?
It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
Is PubChem-MCP-Server safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. An AI review of the same text found nothing harmful. It declares no license and scores 79/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is PubChem-MCP-Server still maintained?
The repository was last updated about 11 months ago. That is recent enough to be usable, but agent tooling moves fast, so check the instructions against your agent's current version.

PubChem MCP Server Logo

Unofficial PubChem MCP Server

A comprehensive Model Context Protocol (MCP) server for accessing the PubChem chemical database. This server provides access to over 110 million chemical compounds with extensive molecular properties, bioassay data, and chemical informatics tools.

Features

🔍 Chemical Search & Retrieval (6 tools)

  • search_compounds - Search by name, CAS number, formula, or identifier
  • get_compound_info - Detailed compound information by CID
  • search_by_smiles - Exact SMILES string matching
  • search_by_inchi - InChI/InChI key search
  • search_by_cas_number - CAS Registry Number lookup
  • get_compound_synonyms - All names and synonyms

🧬 Structure Analysis & Similarity (5 tools)

  • search_similar_compounds - Tanimoto similarity search
  • substructure_search - Find compounds containing substructures
  • superstructure_search - Find larger compounds containing query
  • get_3d_conformers - 3D structural information
  • analyze_stereochemistry - Chirality and isomer analysis

⚗️ Chemical Properties & Descriptors (6 tools)

  • get_compound_properties - Molecular weight, logP, TPSA, etc.
  • calculate_descriptors - Comprehensive molecular descriptors
  • predict_admet_properties - ADMET predictions
  • assess_drug_likeness - Lipinski Rule of Five analysis
  • analyze_molecular_complexity - Synthetic accessibility
  • get_pharmacophore_features - Pharmacophore mapping

🧪 Bioassay & Activity Data (5 tools)

  • search_bioassays - Find biological assays
  • get_assay_info - Detailed assay protocols
  • get_compound_bioactivities - All activity data for compounds
  • search_by_target - Find compounds tested against targets
  • compare_activity_profiles - Cross-compound comparisons

⚠️ Safety & Toxicity (4 tools)

  • get_safety_data - GHS hazard classifications
  • get_toxicity_info - LD50, carcinogenicity data
  • assess_environmental_fate - Biodegradation analysis
  • get_regulatory_info - FDA, EPA regulations

🔗 Cross-References & Integration (4 tools)

  • get_external_references - Links to ChEMBL, DrugBank, etc.
  • search_patents - Chemical patent information
  • get_literature_references - PubMed citations
  • batch_compound_lookup - Bulk processing (up to 200 compounds)

Resource Templates

Access PubChem data through URI patterns:

  • pubchem://compound/{cid} - Complete compound data
  • pubchem://structure/{cid} - 2D/3D structure information
  • pubchem://properties/{cid} - Molecular properties
  • pubchem://bioassay/{aid} - Bioassay data
  • pubchem://similarity/{smiles} - Similarity search results
  • pubchem://safety/{cid} - Safety and toxicity data

Installation

# Clone or create the server directory
cd pubchem-server

# Install dependencies
npm install

# Build the server
npm run build

# Run the server
npm start

Usage

Basic Compound Search

// Search for compounds by name
{
  "tool": "search_compounds",
  "arguments": {
    "query": "aspirin",
    "max_records": 10
  }
}

// Get detailed compound information
{
  "tool": "get_compound_info",
  "arguments": {
    "cid": 2244
  }
}

Structure Analysis

// Find similar compounds
{
  "tool": "search_similar_compounds",
  "arguments": {
    "smiles": "CC(=O)OC1=CC=CC=C1C(=O)O",
    "threshold": 85,
    "max_records": 50
  }
}

// Analyze molecular properties
{
  "tool": "get_compound_properties",
  "arguments": {
    "cid": 2244,
    "properties": ["MolecularWeight", "XLogP", "TPSA"]
  }
}

Bioactivity Analysis

// Get bioassay information
{
  "tool": "get_assay_info",
  "arguments": {
    "aid": 1159607
  }
}

// Search compounds by target
{
  "tool": "search_by_target",
  "arguments": {
    "target": "cyclooxygenase",
    "max_records": 100
  }
}

Safety Information

// Get safety classifications
{
  "tool": "get_safety_data",
  "arguments": {
    "cid": 2244
  }
}

Batch Processing

// Process multiple compounds
{
  "tool": "batch_compound_lookup",
  "arguments": {
    "cids": [2244, 5090, 3672],
    "operation": "property"
  }
}

Integration with Other MCP Servers

This PubChem server integrates perfectly with other chemical/biological databases:

Complete Chemical Informatics Pipeline

1. Target Discovery: UniProt → STRING → AlphaFold
2. Chemical Discovery: PubChem ← → ChEMBL
3. Complete Workflow: Protein → Structure → Interactions → Small Molecules → Bioactivity

Cross-Database Workflows

  • UniProt → PubChem: Find protein targets → Find small molecule ligands
  • PubChem → ChEMBL: Discover compounds → Analyze bioactivity data
  • STRING → PubChem: Protein interactions → Chemical modulators

API Rate Limits

PubChem API guidelines:

  • 5 requests per second
  • 400 requests per minute maximum
  • No API key required
  • Respectful usage encouraged

Data Sources

  • 110+ million compounds with full chemical data
  • 1.5+ million bioassays with biological activity
  • Chemical properties and computed descriptors
  • 3D conformers and structural data
  • Safety classifications and toxicity information
  • Cross-references to 500+ external databases

Error Handling

The server includes comprehensive error handling:

  • Invalid compound IDs return clear error messages
  • API timeouts are handled gracefully
  • Rate limiting compliance built-in
  • TypeScript validation for all inputs

Contributing

This server uses:

  • TypeScript for type safety
  • Axios for HTTP requests
  • MCP SDK for protocol compliance
  • PubChem REST API for data access

License

MIT License - See LICENSE file for details.

Support

For issues with:

  • Server functionality: Check error messages and API responses
  • PubChem API: Refer to official PubChem documentation
  • Chemical data: Validate compound identifiers and search terms

Examples

Drug Discovery Workflow

// 1. Search for anti-inflammatory compounds
{
  "tool": "search_compounds",
  "arguments": {
    "query": "anti-inflammatory",
    "max_records": 100
  }
}

// 2. Analyze drug-likeness
{
  "tool": "assess_drug_likeness",
  "arguments": {
    "cid": 2244
  }
}

// 3. Check safety profile
{
  "tool": "get_safety_data",
  "arguments": {
    "cid": 2244
  }
}

// 4. Find bioactivity data
{
  "tool": "search_by_target",
  "arguments": {
    "target": "COX-2",
    "activity_type": "IC50"
  }
}

Chemical Similarity Analysis

// 1. Find similar compounds
{
  "tool": "search_similar_compounds",
  "arguments": {
    "smiles": "your_query_smiles",
    "threshold": 90
  }
}

// 2. Compare molecular properties
{
  "tool": "batch_compound_lookup",
  "arguments": {
    "cids": [1234, 5678, 9012],
    "operation": "property"
  }
}

// 3. Analyze structural features
{
  "tool": "analyze_stereochemistry",
  "arguments": {
    "cid": 1234
  }
}

Architecture

The server is built with a modular architecture:

  • Type-safe validation for all API inputs
  • Comprehensive error handling with clear messages
  • Efficient batch processing for multiple compounds
  • Resource templates for direct data access
  • Integration-ready for multi-database workflows

This makes it the most comprehensive chemical informatics MCP server available!

Citation

If you use this project in your research or publications, please cite it as follows:

author = {Moudather Chelbi},
title = {PubChem MCP Server},
year = {2025},
howpublished = {https://github.com/Augmented-Nature/PubChem-MCP-Server},
note = {Accessed: 2025-06-29}

Related Skills

View on GitHub
GitHub Stars48
CategoryData
Updated10mo ago
Forks13

Languages

JavaScript

Trust signals

79/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

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