# SuiAgentic

> Use this tool when you need to convert documents into semantic embeddings and retrieve relevant content through natural language queries, solving problems such as information retrieval and document search. It takes in documents and natural language queries as inputs and outputs relevant documents and embeddings, enabling efficient semantic search and information discovery. Ideal for use cases where complex document retrieval and analysis are required, such as research, knowledge management, and question answering.

Canonical page: https://skillsregistry.net/skills/jasong-03-mcp-agent  
JSON: https://api.skillsregistry.net/v1/skills/jasong-03-mcp-agent

## Description

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-02

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/k89urpzdu5)
- **Repository:** <https://github.com/jasong-03/mcp_agent>

## 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": "jasong-03-mcp-agent"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/jasong-03-mcp-agent` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/jasong-03-mcp-agent/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