spacefrontiers/mcp

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Repository Install

Official MCP server for Machine Library, the search and AI product by .

개요

Official MCP server for Machine Library, the search and AI product by .

README

원문 README의 일부입니다. 원문 보기.

Machine Library MCP Server

Official MCP server for Machine Library, the search and AI product by Space Frontiers Company.

Endpoint: https://mcp.machinelibrary.ai (canonical)
Server name: machinelibrary; tools are prefixed machinelibrary_
Agent install guide: https://machinelibrary.ai/install.md

A retrieval layer for AI agents over peer-reviewed papers, books, patents, standards, Wikipedia, Reddit, Telegram, Discord, and YouTube. Returns bounded full text and canonical source URIs for citation.

Hosted at https://mcp.machinelibrary.ai/ (Streamable HTTP transport, OAuth 2.1 with PKCE or Bearer API key).

Try a worked example: Find research, inspect supporting passages, and retain citations. Includes exact tool calls and observations from a live run, plus a small evaluation checklist for research teams.

Tools

The four core retrieval tools below are read-only, idempotent, and prefixed machinelibrary_ to avoid collisions in multi-server agent setups. This repository implements them. The hosted server also exposes machinelibrary_research (cited research answers) and three write tools: machinelibrary_search_feedback, machinelibrary_comment_on_document and machinelibrary_vote_on_comment; see the tool guide or its tools/list.

Tool	When to use
`machinelibrary_search_documents`	Papers, books, patents, standards, Wikipedia, YouTube transcripts. Use for citations and prior art.
`machinelibrary_search_social`	Reddit, Telegram channels, Discord. Use for news and community discussion.
`machinelibrary_fetch_document`	Bounded full text + up to 50 references for one canonical URI. Defaults to 40K characters; supports up to 100K.
`machinelibrary_search_in_document`	Up to five matching passages within one document. Use for documents over ~20K tokens.

Search defaults to 10 compact, hybrid-ranked results and is capped at 30. Every hit includes a canonical source_uri, one snippet (up to 900 characters), an abstract preview (up to 800 characters), score, authors, date, type, and estimated full-text size. Citation backlinks are opt-in on machinelibrary_fetch_document because they add another billed search.

Install

The hosted server has its own /mcp install page with one-click links for Cursor, VS Code, and Smithery.

Claude Code (recommended)

claude mcp add --transport http --scope user machinelibrary https://mcp.machinelibrary.ai

On first use a browser opens for OAuth login — no API key paste required.

Cursor / VS Code / Cline / Windsurf (HTTP)

{
  "mcpServers": {
    "machinelibrary": {
      "type": "http",

GitHub에서 전체 README 보기

설치

This server does not publish a one-line install command.

Open the repository installation guide MCP 초보자라면? mcpskill.org 가이드부터 시작하세요 →

설정

{
  "mcpServers": {
    "machinelibrary": {
      "type": "http",
      "url": "https://mcp.machinelibrary.ai",
      "headers": { "Authorization": "Bearer YOUR_API_KEY" }
    }
  }
}