# pathwaycom/serviette

A no-code RAG server that keeps answers in sync with your documents. Works with 8 vector databases. Built on Pathway.

58,755 stars · 1,532 forks · Python · MIT

Topics: chromadb, document-qa, document-search, duckdb, live-data, llm, milvus, mongodb

## Use it

### How to install serviette in Claude Code

1. Clone & open

```bash
git clone https://github.com/pathwaycom/serviette.git
cd serviette
claude
```

2. Let Claude read it

   Ask “/init” to generate a CLAUDE.md, then have Claude explain, run, or extend the codebase. It reads files on demand.

### How to install serviette in Claude Desktop

1. Clone the repository

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Open in your AI editor

   Open the folder in your assistant and ask it to index the codebase, then reference files in chat.

### How to install serviette in Cursor

1. Clone & open in Cursor

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Index & chat

   Open the folder — Cursor indexes it automatically. Use @Codebase in chat to ask about it or scaffold from it.

### How to install serviette in Codex CLI

1. Clone

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Point Codex at it

   Run codex in the repo root; add setup notes to AGENTS.md so the agent knows how to build & test.

### How to install serviette in Windsurf

1. Clone & open

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Use Cascade

   Windsurf indexes the workspace; ask Cascade to explain or reuse modules from the repo.

### How to install serviette in Cline

1. Clone the repository

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Open in your AI editor

   Open the folder in your assistant and ask it to index the codebase, then reference files in chat.

### How to install serviette in VS Code

1. Clone the repository

```bash
git clone https://github.com/pathwaycom/serviette.git
```

2. Open in your AI editor

   Open the folder in your assistant and ask it to index the codebase, then reference files in chat.

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Source: https://mcp-skills-hub.vercel.app/repos/pathwaycom-serviette · MCP Skills Hub · data as of 2026-10-28T12:31:05Z