# CoreRag

> Use this tool when you need to perform private and secure semantic searches on local documents, or manage a personal knowledge base with sensitive information. CoreRag enables ingestion of various document formats, hybrid search capabilities, and automatic PII redaction, making it ideal for applications requiring data privacy and security. It provides a local-first approach to knowledge management, allowing users to maintain control over their data and search results.

Canonical page: https://skillsregistry.net/skills/tj-neary-corerag  
JSON: https://api.skillsregistry.net/v1/skills/tj-neary-corerag

## Description

Enables Claude Desktop to perform local-first semantic search, ingest documents, and manage a private knowledge base with hybrid search, PII redaction, and multi-format support.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/j2dytaxzbv)
- **Repository:** <https://github.com/TJ-Neary/CoreRag>

## 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": "tj-neary-corerag"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tj-neary-corerag` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tj-neary-corerag/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