# SOLVRO MCP - Knowledge Graph RAG System

> Use this tool when you need to retrieve specific information about Wroclaw University of Science and Technology using natural language queries, and it solves the problem of complex data retrieval by converting questions into executable Cypher queries. It takes in natural language inputs and outputs relevant contextual information from a Neo4j knowledge graph. Use it when you require intelligent and efficient querying of a knowledge graph with minimal technical expertise.

Canonical page: https://skillsregistry.net/skills/solvro-ml-mcp  
JSON: https://api.skillsregistry.net/v1/skills/solvro-ml-mcp

## Description

Enables querying a Neo4j knowledge graph about Wroclaw University of Science and Technology using natural language. Converts user questions into Cypher queries and retrieves contextual information through an intelligent RAG pipeline with LLM-powered query routing.

## Trust

- **Trust score (0–1):** 0.59
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/d60ip9ycor)
- **Repository:** <https://github.com/Solvro/ml-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": "solvro-ml-mcp"
    }
  }
}
```

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