Full-text retrieval: papers, books, patents, Wikipedia, Reddit, Telegram, YouTube. With citations.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"io-github-spacefrontiers-mcp": {
"command": "<see-readme>",
"args": []
}
}
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A retrieval layer for AI agents over peer-reviewed papers, books, patents, Wikipedia, Reddit, Telegram, and YouTube. Returns full text and canonical source URIs for citation.
No automated test available for this server. Check the GitHub README for setup instructions.
Five weighted categories — click any category to see the underlying evidence.
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A retrieval layer for AI agents over peer-reviewed papers, books, patents, Wikipedia, Reddit, Telegram, and YouTube. Returns full text and canonical source URIs for citation.
Hosted at https://mcp.spacefrontiers.org/ (Streamable HTTP transport, OAuth 2.1 with PKCE or Bearer API key).
All four tools are read-only, idempotent, and prefixed spacefrontiers_ to avoid collisions in multi-server agent setups.
| Tool | When to use |
|---|---|
spacefrontiers_search_documents | Peer-reviewed papers, books, patents, Wikipedia. Use for citations and prior art. |
spacefrontiers_search_social | Reddit, Telegram channels, YouTube transcripts. Use for news and community discussion. |
spacefrontiers_fetch_document | Full text + references for one canonical URI (DOI, arXiv, PMID, ISBN). |
spacefrontiers_search_in_document | Passages within one document by query. Use for documents over ~20K tokens. |
Every search hit includes source_uri, score, snippet, authors, issued_date, and content_size_tokens for typed parsing and citation.
The hosted server has its own /mcp install page with one-click links for Cursor, VS Code, and Smithery.
claude mcp add --transport http spacefrontiers https://mcp.spacefrontiers.org
On first use a browser opens for OAuth login — no API key paste required.
{
"mcpServers": {
"spacefrontiers": {
"url": "https://mcp.spacefrontiers.org",
"headers": { "Authorization": "Bearer YOUR_API_KEY" }
}
}
}
Get an API key at https://spacefrontiers.org/keys.
git clone https://github.com/SpaceFrontiers/mcp.git
cd mcp
uv sync
SPACE_FRONTIERS_API_KEY=sf_live_xxx uv run fastmcp run mcp_server.py
mcp_server.py — Starlette + FastMCP entrypoint, OAuth well-known endpoints.tools.py — four tools with Pydantic output schemas.prompts.py — deep_research_agent prompt.resources.py — spacefrontiers://document/{uri_b64} URI template.auth.py — Bearer-token validation, Origin allowlist, MCP-Protocol-Version check.client.py — async HTTP client for the v2 search API.server.json — Official MCP Registry entry.smithery.yaml — Smithery deployment config.registry.json — in-house registry metadata.tests/ — pytest unit tests.readOnlyHint, idempotentHint, openWorldHint, destructiveHint:false.outputSchema is auto-generated from a Pydantic return model.2025-03-26, 2025-06-18, 2025-11-25.uv sync
uv run pytest
uv run ruff check .
mcp-name: io.github.SpaceFrontiers/mcp
MIT