# sage-mcp

> Use this tool when you need to efficiently search and retrieve relevant information from local knowledge bases and codebases. The sage-mcp tool solves problems of information discovery and retrieval by combining dense vector and BM25 semantic search capabilities, providing AI agents with a powerful interface to query and list knowledge bases. It takes in search queries as input and outputs relevant results, making it ideal for use cases where accurate and rapid information retrieval is crucial.

Canonical page: https://skillsregistry.net/skills/ltaysh0-sage-mcp  
JSON: https://api.skillsregistry.net/v1/skills/ltaysh0-sage-mcp

## Description

Hybrid semantic search (dense vector + BM25) over local knowledge bases and codebases, exposed as MCP tools for AI agents to search and list knowledge bases.

## Trust

- **Trust score (0–1):** 0.95
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/x41ey2vv9s)
- **Repository:** <https://github.com/ltaysh0/sage-mcp>

## 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": "ltaysh0-sage-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ltaysh0-sage-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ltaysh0-sage-mcp/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