# Harpyja

> Use this tool when you need to efficiently retrieve specific code snippets from large or legacy codebases using natural-language queries. Harpyja solves the problem of tedious and time-consuming code searches by providing exact file and line range citations, making it ideal for coding agents working in air-gapped environments. It takes natural-language queries as input and returns precise code locations as output, streamlining the coding process and reducing errors.

Canonical page: https://skillsregistry.net/skills/dcstolf-harpyja  
JSON: https://api.skillsregistry.net/v1/skills/dcstolf-harpyja

## Description

A precision code-retrieval MCP server for coding agents working in large, legacy, and air-gapped codebases. It returns exact file and line range citations from natural-language queries without requiring the agent to perform blind searches.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-08-30

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** search
- **Updated:** 2026-08-30

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pyus0e4ohu)
- **Repository:** <https://github.com/DCSTOLF/harpyja>

## 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": "dcstolf-harpyja"
    }
  }
}
```

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

---
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