spacefrontiers/mcp
Developer toolsこのページは AI により自動翻訳されています。技術的な詳細は原文をご確認ください。 原文を見る
Official MCP server for Machine Library, the search and AI product by .
概要
Official MCP server for Machine Library, the search and AI product by .
README
以下は原文 README の抜粋です。原文を見る。
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 prefixedmachinelibrary_ - 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",インストール
This server does not publish a one-line install command.
Open the repository installation guide MCP 初心者？mcpskill.org のガイドから始めましょう →設定
{
"mcpServers": {
"machinelibrary": {
"type": "http",
"url": "https://mcp.machinelibrary.ai",
"headers": { "Authorization": "Bearer YOUR_API_KEY" }
}
}
}