# RAG Chat Assistant MCP Server

> RAG Chat Assistant MCP Server — ap46593-enterprise-knowledge-assistant-v3-2. Use this tool when you need to retrieve specific information from large documents or databases, and want to leverage advanced search capabilities to find relevant answers. It solves problems related to document analysis, knowledge retrieval, and data privacy by providing features like semantic search, PII redaction, and summarization. With inputs of documents and queries, and outputs of relevant answers and summaries, it is ideal for use cases where efficient and accurate information retrieval is crucial.

Canonical page: https://skillsregistry.net/skills/ap46593-enterprise-knowledge-assistant-v3-2  
JSON: https://api.skillsregistry.net/v1/skills/ap46593-enterprise-knowledge-assistant-v3-2

## Description

Enables document Q&A and knowledge retrieval through hybrid semantic and keyword search, with tools for document ingestion, chunking, summarization, PII redaction, and RAGAS-based evaluation.

## Trust

- **Trust score (0–1):** 0.63
- **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/jjqnbzyy71)
- **Repository:** <https://github.com/AP46593/Enterprise_Knowledge_Assistant_v3.2>

## 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": "ap46593-enterprise-knowledge-assistant-v3-2"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ap46593-enterprise-knowledge-assistant-v3-2` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ap46593-enterprise-knowledge-assistant-v3-2/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