# Code Intelligence MCP Server

> Use this tool when you need to explore and understand entire codebases with high-confidence code modifications. It solves problems of code comprehension and modification by providing cursor-like code intelligence, leveraging tools like ripgrep, ctags, and tree-sitter. The tool takes in codebases as input and outputs structured, actionable insights to inform large language models (LLMs) for reliable code analysis and editing.

Canonical page: https://skillsregistry.net/skills/tech-spoke-llm-helper  
JSON: https://api.skillsregistry.net/v1/skills/tech-spoke-llm-helper

## Description

Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tree-sitter to help LLMs explore and understand entire codebases. It implements a structured, phase-gated workflow to ensure high-confidence code modifications and eliminate hallucinations.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hvkm9qlrzd)
- **Repository:** <https://github.com/tech-spoke/llm-helper>

## 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": "tech-spoke-llm-helper"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tech-spoke-llm-helper` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tech-spoke-llm-helper/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