# Knowledge Graph Toolkit

> Use this tool when you need to autonomously manage knowledge graphs, perform complex queries, and integrate with various APIs. It solves problems related to data management, entity extraction, and relationship building, providing a decoupled architecture for flexible deployment. With inputs such as database queries and API requests, it outputs actionable insights and knowledge graph constructions, making it ideal for applications requiring intelligent data processing and management.

Canonical page: https://skillsregistry.net/skills/houmingya-knowledge-graph-toolkit  
JSON: https://api.skillsregistry.net/v1/skills/houmingya-knowledge-graph-toolkit

## Description

Built on FastMCP 2.0, this MCP server enables AI to autonomously select and execute tools through function calling. Provides database operations for employee and department queries, knowledge base management with vector search via ChromaDB, knowledge graph construction with entity extraction and relationship building, mathematical calculations, time operations, and API integrations. Features a decoupled architecture supporting independent deployment of MCP server and web interface components.

## Trust

- **Trust score (0–1):** 0.66
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/houmingya-knowledge-graph-toolkit)
- **Repository:** <https://github.com/houmingya/llm_mcp_tools>

## 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": "houmingya-knowledge-graph-toolkit"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/houmingya-knowledge-graph-toolkit` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/houmingya-knowledge-graph-toolkit/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