# RAG Chatbot MCP Server

> RAG Chatbot MCP Server — ansh-7666-ai-based-chatbot. Use this tool when you need to query local documents and integrate with MCP clients like Claude Desktop and Claude Code. It exposes a document index through MCP tools, allowing for searching, asking questions, and rebuilding the index. The server accepts stdio inputs and provides outputs for clients to access and utilize the document data.

Canonical page: https://skillsregistry.net/skills/ansh-7666-ai-based-chatbot  
JSON: https://api.skillsregistry.net/v1/skills/ansh-7666-ai-based-chatbot

## Description

Exposes a local RAG document index as MCP tools (ask, search, rebuild_index, status) for MCP clients like Claude Desktop and Claude Code to query your documents over stdio.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/gjqnm14uy1)
- **Repository:** <https://github.com/ansh-7666/AI-Based-Chatbot>

## 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": "ansh-7666-ai-based-chatbot"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ansh-7666-ai-based-chatbot` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ansh-7666-ai-based-chatbot/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