Ext Ops Panel
Open dashboard
Comparison

Brainiall Web vs Adam Hale Tools: Web Research and Open Data

Brainiall Web is an MCP server published by brainiall.com. Marketplaces we read that list it: 1 (Official MCP Registry). Adam Hale Tools: Web Research and Open Data is an MCP server published by tools.adamhaleworks.workers.dev. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-16. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceBrainiall WebAdam Hale Tools: Web Research and Open Data
Official MCP Registry Listed
Version: 1.0.0
No figure published
Not marked · First seen
Listed
Version: 1.1.0
No figure published
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Brainiall Web vs Adam Hale Tools: Web Research and Open Data
FactBrainiall WebAdam Hale Tools: Web Research and Open Data
Marketplaces that list it11
Last releaseNot publishedNot published
Where it runs (differs)Remote server (api.brainiall.com/mcp/web/mcp)Remote server (tools.adamhaleworks.workers.dev/mcp)
TransportStreamable HTTPStreamable HTTP
Tools it declaresNot publishedNot published
Environment variables it asks forNot publishedNot published
LicenceNot statedNot stated
RepositoryNot statedNot stated
Changes in the last 7 days (differs)02
First seen (differs)2026-10-112026-10-12
Endpoint at the last check (differs)Responded 36 h agonot checked yet

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Brainiall Web

In its own words, on Official MCP Registry:

Web search, URL content extraction to Markdown, site mapping, and recursive web crawler.

Adam Hale Tools: Web Research and Open Data

In its own words, on Official MCP Registry:

Free web lookups; PDF to Markdown, audio transcripts, screenshots, WHOIS/DNS paid per call via x402.

How to run each

Brainiall Web As a remote MCP server

Claude Code
claude mcp add --transport http web https://api.brainiall.com/mcp/web/mcp

Adam Hale Tools: Web Research and Open Data As a remote MCP server

Claude Code
claude mcp add --transport http web-research https://tools.adamhaleworks.workers.dev/mcp

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Only Brainiall Web has a remote endpoint we check. How we check endpoints

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Brainiall Web · What it can do: Adam Hale Tools: Web Research and Open Data · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built