# cheminformatics_mcp_headless

> cheminformatics_mcp_headless — asinansaglam-cheminformatics-mcp-headless. Use this tool when you need to automate molecular analysis tasks, such as calculating fingerprints, descriptors, and substructure matching, to solve problems in cheminformatics and drug discovery. It takes molecular structures as input and outputs analyzed data, providing a growing library of RDKit-based tools. Ideal for use cases where rapid and autonomous analysis of molecular properties is required, such as in high-throughput screening and lead optimization.

Canonical page: https://skillsregistry.net/skills/asinansaglam-cheminformatics-mcp-headless  
JSON: https://api.skillsregistry.net/v1/skills/asinansaglam-cheminformatics-mcp-headless

## Description

A self-driving cheminformatics MCP server that dynamically exposes a growing library of RDKit-based molecular analysis tools (fingerprints, descriptors, substructure matching, drug-likeness filters, and more) as MCP tools, with each skill autonomously implemented and tested by an agent loop without human intervention.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/qyxcsrrkme)
- **Repository:** <https://github.com/ASinanSaglam/cheminformatics_mcp_headless>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "asinansaglam-cheminformatics-mcp-headless"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/asinansaglam-cheminformatics-mcp-headless` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/asinansaglam-cheminformatics-mcp-headless/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt