# Autonomous Documentation Discovery Engine

> Use this tool when you need to automatically discover and extract relevant documentation from various sources, such as LangChain, LlamaIndex, and OpenAI, to solve problems like outdated or missing information. It takes in model context protocols and outputs cleaned, token-optimized documentation, making it ideal for use cases where accurate and up-to-date knowledge is crucial. This engine is particularly useful in contexts where AI agents require efficient and reliable access to live documentation.

Canonical page: https://skillsregistry.net/skills/dharanidasari-custom-mcp  
JSON: https://api.skillsregistry.net/v1/skills/dharanidasari-custom-mcp

## Description

Enables AI agents to search, fetch, and clean live documentation from LangChain, LlamaIndex, and OpenAI via Model Context Protocol, with token-optimized extraction.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/frnnxie5as)
- **Repository:** <https://github.com/DharaniDasari/Custom-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": "dharanidasari-custom-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/dharanidasari-custom-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/dharanidasari-custom-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