# semantic-mcp

> Use this tool when you need to manage and execute tools across multiple servers using natural language, enabling efficient discovery and execution of tasks. It solves problems of complexity and scalability in tool management, allowing users to interact with multiple MCP servers seamlessly. The semantic-mcp tool takes natural language inputs and outputs relevant tool execution results, ideal for use cases where simplicity and ease of use are crucial.

Canonical page: https://skillsregistry.net/skills/milkymap-semantic-mcp  
JSON: https://api.skillsregistry.net/v1/skills/milkymap-semantic-mcp

## Description

A semantic router that enables discovery, management, and execution of tools across multiple MCP servers using natural language.

## Trust

- **Trust score (0–1):** 0.67
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u2ehy3c9w9)
- **Repository:** <https://github.com/milkymap/semantic-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": "milkymap-semantic-mcp"
    }
  }
}
```

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