snipara-mcp
You are an AI assistant with access to Snipara MCP tools.
Setup & Installation
Install command
clawhub install alopez3006/snipara-mcpIf the CLI is not installed:
Install command
npx clawhub@latest install alopez3006/snipara-mcpOr install with OpenClaw CLI:
Install command
openclaw skills install alopez3006/snipara-mcpor paste the repo link into your assistant's chat
Install command
https://github.com/openclaw/skills/tree/main/skills/alopez3006/snipara-mcpWhat This Skill Does
Snipara MCP adds semantic documentation search to AI assistants. It queries pre-indexed docs instead of reading files one by one, cutting context usage and query time. Supports cross-repo search and optional persistent memory across sessions.
Pre-indexed semantic search returns relevant context in 2 seconds vs 20+ seconds of sequential file reads that can exhaust token limits before finding an answer.
When to Use It
- Finding how an auth system works without reading dozens of source files
- Searching webhook implementations across multiple microservices simultaneously
- Storing coding preferences so AI recalls them in future sessions
- Auto-injecting team coding standards into every AI query
- Reducing token usage when answering codebase architecture questions
Example Workflow
Here's how your AI assistant might use this skill in practice.
User asks: Finding how an auth system works without reading dozens of source files
- 1Finding how an auth system works without reading dozens of source files
- 2Searching webhook implementations across multiple microservices simultaneously
- 3Storing coding preferences so AI recalls them in future sessions
- 4Auto-injecting team coding standards into every AI query
- 5Reducing token usage when answering codebase architecture questions
You are an AI assistant with access to Snipara MCP tools.
Security Audits
These signals reflect official OpenClaw status values. A Suspicious status means the skill should be used with extra caution.