# RAG MCP Server with Streamable HTTP

> RAG MCP Server with Streamable HTTP — aekanun2020-fixed-2026-rag-mcp-server-streamablehttp. Use this tool when you need to perform hybrid searches that combine traditional and semantic methods, especially for Thai language documentation. It solves problems related to efficient document retrieval and search by providing a stateless Streamable HTTP interface for adding documents and searching. This tool is ideal for applications requiring advanced search capabilities, such as information retrieval systems or document management platforms.

Canonical page: https://skillsregistry.net/skills/aekanun2020-fixed-2026-rag-mcp-server-streamablehttp  
JSON: https://api.skillsregistry.net/v1/skills/aekanun2020-fixed-2026-rag-mcp-server-streamablehttp

## Description

Enables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It exposes MCP tools for adding documents and searching via Qdrant and Ollama/OpenAI, using a stateless Streamable HTTP transport.

## Trust

- **Trust score (0–1):** 0.39
- **Verification tier:** scanned
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/jz8j554l25)
- **Repository:** <https://github.com/aekanun2020/fixed-2026-rag-mcp-server-streamablehttp>

## 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": "aekanun2020-fixed-2026-rag-mcp-server-streamablehttp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/aekanun2020-fixed-2026-rag-mcp-server-streamablehttp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/aekanun2020-fixed-2026-rag-mcp-server-streamablehttp/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