About Marginalia
Marginalia is an independent web-search service for MCP clients and agents, indexing text-heavy, ad-light, non-commercial pages. It is suited to technical, niche, and historical searches.
Key features
- 01Search an independent web index
- 02Focus on technical and niche topics
- 03Return quality scores and domain counts
Use cases
- 01Find programming documentation and technical writing
- 02Research obscure or historical subjects
MCP support
It exposes the marginalia_search tool to MCP clients through the Pipeworx gateway or as a local stdio MCP server.
Configuration
Remote servers need no local install. Pick your client, then copy the config or install in one click.
https://gateway.pipeworx.io/marginalia/mcpclaude mcp add --transport http pipeworx-io-marginalia https://gateway.pipeworx.io/marginalia/mcp{"mcpServers":{"pipeworx-io-marginalia":{"type":"http","url":"https://gateway.pipeworx.io/marginalia/mcp"}}}Open in Cursor{"servers":{"pipeworx-io-marginalia":{"type":"http","url":"https://gateway.pipeworx.io/marginalia/mcp"}}}Open in VS Code{"mcpServers":{"pipeworx-io-marginalia":{"type":"http","url":"https://gateway.pipeworx.io/marginalia/mcp"}}}{"mcpServers":{"pipeworx-io-marginalia":{"serverUrl":"https://gateway.pipeworx.io/marginalia/mcp"}}}Run commands in a terminal; paste JSON into the client’s MCP config and restart. Servers that need sign-in will prompt on first connect.
Tools
Details
From the project READMEmcp-marginalia
Marginalia MCP — independent web search over a non-commercial, non-SEO index.
Part of Pipeworx — an MCP gateway connecting AI agents to 1882+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.
Tools
| Tool | Description |
|---|---|
marginalia_search | Search the INDEPENDENT Marginalia web index — a separate crawler that favours text-heavy, ad-light, non-commercial pages: personal sites, technical writing, documentation, forums, academic and hobbyist pages. Use it when mainstream search results are dominated by SEO content, listicles, and marketing pages, or when you want a second opinion from an index that is NOT Google/Bing-derived (unlike serper_search / exa_search / serpapi). Especially good for programming and niche technical topics, obscure or historical subjects, and finding primary/hobbyist sources. Returns url, title, description, a quality score, and how many other results share the domain. Weak for breaking news, e-commerce, and mainstream/celebrity topics — use serper_search for those. Results are CC-BY-NC-SA 4.0 licensed; the licence is returned with every response. |
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"marginalia": {
"url": "https://gateway.pipeworx.io/marginalia/mcp"
}
}
}
What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/marginalia/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}
Both URLs reach the same gateway and the same 1882+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
No MCP client? Call it over HTTP
curl -X POST https://gateway.pipeworx.io/v1/tools/marginalia_search \
-H 'Content-Type: application/json' \
-d '{"query":"rust async runtime internals"}'
No account needed for the first calls. Inspect any tool: GET https://gateway.pipeworx.io/v1/tools/marginalia_search. Find one: POST https://gateway.pipeworx.io/v1/tools/search_packs with {"query":"..."}.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"marginalia": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-marginalia"]
}
}
}
Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-marginalia
It speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
Using with ask_pipeworx
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Marginalia data" })
The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
Comments
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.