Search that shows its work

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What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools

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Tools (5)

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• web_deep_search

  Deep search: find, read and DIGEST AN ANSWER. The fifth tool of the module and the only one that answers a question rather than handing back material. WHEN TO CALL. The question requires several sources to be brought together: what is happening with something, how one thing differs from another, what the figures of a specific organisation are. The tool composes the queries itself, reads the pages and writes an answer with references to the sources. WHEN NOT TO CALL. You need a list of links — web_search is tens of times cheaper. You need the text of a known page — web_read. This tool spends …

• web_image_search

  Image search through our own metasearch layer. The third tool of the module: web_search finds pages, web_read extracts their content, this one finds IMAGES. WHEN TO CALL. You need a picture of an object, a product, a building, a person, a diagram. You need the address of the image file itself rather than of a page about it. WHEN NOT TO CALL. You need text about the object — that is web_search. You need the content of a specific page — web_read. This tool does NOT look at the pictures and does not describe them: it finds addresses, and whoever can see looks at them. WHAT IT RETURNS, by defau…

• web_read

  Read a web page by address and return its text. HOW IT DIFFERS FROM web_search, WHICH ALSO READS. That one reads the top three links of its own results at 6000 characters each — enough for an answer. This one takes the addresses YOU name, up to five at a time, reads them in full with a cursor over a long document, can demand the browser and can check for a marker. If you need an answer, search is enough; if you need to work with a document, come here. WHEN TO CALL. You need the text of a specific page whose address is already known — from web_search results or from the user. You need facts f…

• web_screenshot

  A PNG screenshot of a web page. The fourth tool of the module. WHEN TO CALL. You need to SHOW a page to a person — the layout, the design, what the text does not carry. And you need to CROSS-CHECK: the shot and the text are obtained in one browser visit but by different routes — the pixels are drawn by the layout engine, the text comes from the DOM. A disagreement between them catches what neither route sees alone. WHEN NOT TO CALL. You need the text of the page — that is web_read, many times cheaper. A screenshot costs a browser launch. WHAT IT RETURNS. png_base64 — the shot itself; bytes …

• web_search

  Web search through our own metasearch layer over several independent search engines. Returns links together with information about WHO found them and how far that source can be trusted. WHEN TO CALL. You need fresh information from the web; you need to find an organisation or a person by name. For the second and third page of results, use the same call with page=1, 2 and so on; pages are numbered from zero. TO CHECK A FACT AGAINST INDEPENDENT SOURCES, ASK FOR IT. By default the sweep STOPS at the first engine that gave enough links — that is the cheap path, and one engine is one witness. `mi…

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Last commit

Sep 26, 2026 (1 month ago)

Last release

Sep 26, 2026 (1 month ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name

com.ag-bureau/search

Version

0.3.5

License

AGPL-3.0

Repository

github.com/AG-Bureau/mcp-search

Website

github.com/AG-Bureau/mcp-search

First seen

Oct 24, 2026

Last checked

Nov 1, 2026

Source

Official MCP Registrygithub-graphql