Self-Documenting-Zero-Knowledge-MCP-Server

shubhtiwari65/Self-Documenting-Zero-Knowledge-MCP-Server

★ 0 stars Python Database Updated 1mo ago

A self-documenting MCP server that autonomously introspects legacy databases, auto-generates CRUD tools per table, creates join prompts from FK relationships, and enforces Zero-Knowledge security via pre-validated SQL templates.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "self-documenting-zer": {
      "command": "uvx",
      "args": [
        "self-documenting-zero-knowledge-mcp-server"
      ]
    }
  }
}

Or install with pip: pip install self-documenting-zero-knowledge-mcp-server

README Excerpt

A **Model Context Protocol (MCP)** server that autonomously scans an undocumented legacy database, generates CRUD tools for every table, creates prompts explaining how to join tables, and enforces **Zero-Knowledge security** by restricting the LLM to pre-validated SQL templates only. - **Autonomous Schema Discovery** - Scans any SQLite database using PRAGMA introspection with zero prior knowledge

Tools (2)

explore_databaseshow_schema

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Self-Documenting-Zero-Knowledge-MCP-Server

Quick Install

README Excerpt

Tools (2)

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