# io.github.qso-graph/qsp-mcp

> Use this tool when you need to integrate relay MCP tools with local LLMs, such as llama.cpp, Ollama, or vLLM, to enable seamless communication and functionality. It solves problems related to compatibility and connectivity between MCP tools and OpenAI-compatible LLMs. This tool accepts MCP tool inputs and outputs compatible data for local LLMs, making it ideal for use cases requiring flexible and adaptable LLM integration.

Canonical page: https://skillsregistry.net/skills/io-github-qso-graph-qsp-mcp  
JSON: https://api.skillsregistry.net/v1/skills/io-github-qso-graph-qsp-mcp

## Description

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

## Trust

- **Trust score (0–1):** 0.98
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.1.1
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.qso-graph%2Fqsp-mcp)
- **Repository:** <https://github.com/qso-graph/qsp-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": "io-github-qso-graph-qsp-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/io-github-qso-graph-qsp-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/io-github-qso-graph-qsp-mcp/pull`

---
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