# mcp-semantic-knowledge-base

> mcp-semantic-knowledge-base — suraiba-idrees-mcp-semantic-knowledge-base. Use this tool when you need to perform semantic searches over personal document collections with precision and isolation. It solves problems of information retrieval and document management for multiple users, providing measurable retrieval precision. The tool accepts document collections as input and outputs relevant search results, ideal for use cases requiring secure and accurate document search functionality.

Canonical page: https://skillsregistry.net/skills/suraiba-idrees-mcp-semantic-knowledge-base  
JSON: https://api.skillsregistry.net/v1/skills/suraiba-idrees-mcp-semantic-knowledge-base

## Description

Multi-user MCP server for semantic search over personal document collections. Built with FastMCP, FastAPI, Qdrant, and React — features per-user isolation and measurable retrieval precision.

## Trust

- **Trust score (0–1):** 0.97
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/suraiba-idrees/mcp-semantic-knowledge-base)

## 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": "suraiba-idrees-mcp-semantic-knowledge-base"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/suraiba-idrees-mcp-semantic-knowledge-base` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/suraiba-idrees-mcp-semantic-knowledge-base/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