# molmcp

> Use this tool when you need to efficiently discover and utilize codebase capabilities without prior knowledge of specific tool names. The molmcp engine solves the problem of tool discovery by indexing code symbols, signatures, and relationships, providing agents with a graph-based interface to find and use relevant tools. It takes in codebase data as input and outputs indexed code symbols and relationships, enabling agents to make informed decisions in various development and automation contexts.

Canonical page: https://skillsregistry.net/skills/molcrafts-molmcp  
JSON: https://api.skillsregistry.net/v1/skills/molcrafts-molmcp

## Description

A graph-based codebase capability discovery engine for LLM agents, exposing indexed code symbols, signatures, and relationships over MCP to enable agents to find and use tools without guessing names.

## Trust

- **Trust score (0–1):** 0.65
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xpq88ve5g7)
- **Repository:** <https://github.com/MolCrafts/molmcp>

## 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": "molcrafts-molmcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/molcrafts-molmcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/molcrafts-molmcp/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