# mcp-docpilot-server

> Use this tool when you need to enhance language models with advanced document retrieval capabilities, solving problems such as efficient semantic search and source listing. It takes in queries and document collections as inputs, and outputs relevant documents and information, leveraging a vector index for optimized results. Ideal for use cases where large-scale document analysis and retrieval are necessary, such as research, data analysis, and knowledge graph construction.

Canonical page: https://skillsregistry.net/skills/shishirreddyyk-mcp-docpilot-server  
JSON: https://api.skillsregistry.net/v1/skills/shishirreddyyk-mcp-docpilot-server

## Description

An MCP server that exposes document retrieval as tools (semantic search and source listing) for any LLM, using a vector index built from DocPilot's ingestion pipeline.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/sif08dou1r)
- **Repository:** <https://github.com/shishirreddyyk/mcp-docpilot-server>

## 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": "shishirreddyyk-mcp-docpilot-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shishirreddyyk-mcp-docpilot-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shishirreddyyk-mcp-docpilot-server/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