# smart-mcp

> smart-mcp — spak2005-smart-mcp. Use this tool when you need to efficiently route requests to relevant MCP tools, reducing context by 97% with FAISS embeddings. It solves the problem of information overload by surfacing only pertinent tools, taking in AI agent queries and outputting relevant tool suggestions. Ideal for use cases where AI agents require streamlined access to specific MCP tools, such as git-enabled workflows.

Canonical page: https://skillsregistry.net/skills/spak2005-smart-mcp  
JSON: https://api.skillsregistry.net/v1/skills/spak2005-smart-mcp

## Description

A semantic tool routing proxy for AI agents. Indexes all MCP tools with FAISS embeddings, surfaces only what's relevant. 97% context reduction.

## Trust

- **Trust score (0–1):** 0.93
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **Category:** ai-ml
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/spak2005/smart-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": "spak2005-smart-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/spak2005-smart-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/spak2005-smart-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