# knowledge-mcp-server

> Use this tool when you need to index and query knowledge from various sources, such as URLs, PDFs, or TeX files, to enable efficient information retrieval and utilize it in VS Code or with Copilot. It solves problems related to knowledge management, information organization, and content querying, providing a flexible interface for inputting different file types and outputting relevant knowledge. Ideal for use cases where integrating external knowledge sources into development workflows is necessary.

Canonical page: https://skillsregistry.net/skills/numericalpie-knowledge-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/numericalpie-knowledge-mcp-server

## Description

A forkable RAG project with an MCP server for VS Code/Copilot, enabling indexing and querying of knowledge from URLs, PDFs, or TeX files.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-06-12

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/xp4bwd8w7v)
- **Repository:** <https://github.com/NumericalPie/knowledge-mcp-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": "numericalpie-knowledge-mcp-server"
    }
  }
}
```

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