# ast-forge-mcp

> ast-forge-mcp — ravi123-design-ast-forge-mcp. Use this tool when you need to retrieve specific code snippets from large repositories, reducing AI token costs by up to 95%. The ast-forge-mcp server provides precise symbol-level code retrieval, solving problems related to efficient code search and retrieval. It integrates with git, accepting repository inputs and returning relevant code outputs, making it ideal for use cases where fast and accurate code retrieval is crucial.

Canonical page: https://skillsregistry.net/skills/ravi123-design-ast-forge-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ravi123-design-ast-forge-mcp

## Description

Precise Symbol-Level Code Retrieval MCP Server: Cut AI Token Costs 95% in 2026

## Trust

- **Trust score (0–1):** 1.00
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/ravi123-design/ast-forge-mcp)

## 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": "ravi123-design-ast-forge-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ravi123-design-ast-forge-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ravi123-design-ast-forge-mcp/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