# Laisky MCP

Laisky MCP is a remote Model Context Protocol server for AI agents. Use it when an agent needs current web search, rendered web fetch, human request queues, FileIO storage, persistent memory, RAG extraction, or MCP call auditing from a single authenticated endpoint.

## Description

Laisky MCP exposes hosted Streamable HTTP MCP tools for agents that need a shared, authenticated backend. The server helps agents search the current web, fetch rendered pages, coordinate with queued human requests, persist project files, maintain memory, extract key information from supplied materials, and inspect available tools.

## When to Use This

- Use `web_search` for Google Programmable Search results with URLs, titles, snippets, and timestamps.
- Use `web_fetch` when a page needs browser rendering before extraction.
- Use `get_user_request` to receive queued human directives for a task. For this repository, use `task_id=graphql`.
- Use FileIO tools to store durable project-scoped context that multiple agents can share.
- Use memory tools to prepare model input before a turn, persist outputs after a turn, run maintenance, and list memory abstracts.
- Use `extract_key_info` for small RAG-style extraction from supplied materials.
- Use `find_tool` or the MCP Inspector when you are unsure which tool best fits a job.

## Use Cases

- Research current public information, then save durable findings for other agents.
- Render and summarize pages that require JavaScript before content extraction.
- Keep multi-agent work aligned through FileIO notes and user request queues.
- Run memory before-turn and after-turn workflows for long-running agent sessions.
- Inspect the live tool catalog before calling unfamiliar MCP tools.

## Connection

- MCP endpoint: [https://mcp.laisky.com](https://mcp.laisky.com)
- Transport: MCP Streamable HTTP
- Authentication: `Authorization: Bearer <api key>`
- Status: [https://mcp.laisky.com/status](https://mcp.laisky.com/status)
- Inspector: [https://mcp.laisky.com/debug](https://mcp.laisky.com/debug)

## Agent Navigation

- Full agent guide: [https://mcp.laisky.com/llms-full.txt](https://mcp.laisky.com/llms-full.txt)
- Markdown homepage: [https://mcp.laisky.com/index.md](https://mcp.laisky.com/index.md)
- Authentication guide: [https://mcp.laisky.com/auth.md](https://mcp.laisky.com/auth.md)
- OpenAPI surface: [https://mcp.laisky.com/openapi.json](https://mcp.laisky.com/openapi.json)
- OpenAPI markdown twin: [https://mcp.laisky.com/openapi.json.md](https://mcp.laisky.com/openapi.json.md)
- Protected API probe endpoint: [https://mcp.laisky.com/api](https://mcp.laisky.com/api)
- RFC 9727 API catalog: [https://mcp.laisky.com/.well-known/api-catalog](https://mcp.laisky.com/.well-known/api-catalog)
- ARD catalog: [https://mcp.laisky.com/.well-known/ai-catalog.json](https://mcp.laisky.com/.well-known/ai-catalog.json)
- MCP discovery: [https://mcp.laisky.com/.well-known/mcp](https://mcp.laisky.com/.well-known/mcp)
- MCP server card: [https://mcp.laisky.com/.well-known/mcp/server-card.json](https://mcp.laisky.com/.well-known/mcp/server-card.json)
- Agent skills: [https://mcp.laisky.com/.well-known/agent-skills/index.json](https://mcp.laisky.com/.well-known/agent-skills/index.json)
- Public source repository: [https://github.com/Laisky/laisky-blog-graphql](https://github.com/Laisky/laisky-blog-graphql)

## Constraints

All tool calls require a valid bearer token. Do not place API keys in URLs, logs, screenshots, or shared documents. Prefer the browser console only for human operation; agents should use the MCP endpoint and the documented JSON-RPC methods.