# LlamaIndex

> Use this tool when you need to integrate large language models into your development workflow or natural language processing tasks, providing access to code generation, documentation writing, and question-answering capabilities. It solves problems such as automating code creation, generating documentation, and answering complex questions, with support for multiple LLM providers like Ollama and OpenAI. The tool accepts environment variables as input and outputs generated code, documentation, or answers, making it ideal for AI-assisted development and NLP tasks.

Canonical page: https://skillsregistry.net/skills/sammcj-llamaindex  
JSON: https://api.skillsregistry.net/v1/skills/sammcj-llamaindex

## Description

This MCP server implementation provides access to LLMs using the LlamaIndexTS library. Developed by Sam McLeod, it offers tools for generating code, writing documentation, and answering questions. The server supports various LLM providers including Ollama and OpenAI, and can be configured with environment variables to customize model settings. It's designed for easy integration into AI-assisted development workflows and natural language processing tasks.

## Trust

- **Trust score (0–1):** 0.64
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/sammcj-llamaindex)
- **Repository:** <https://github.com/sammcj/mcp-llm>

## 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": "sammcj-llamaindex"
    }
  }
}
```

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