Unstructured Foundation vs Fonteum — Healthcare Provider Data
Unstructured Foundation is a plugin bundle for AI coding tools published by Unstructured-IO. Marketplaces we read that list it: 1 (Claude: knowledge-work-plugins). Fonteum — Healthcare Provider Data is an MCP server published by Fonteum. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-28. 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
| Marketplace |  Unstructured Foundation |  Fonteum — Healthcare Provider Data |
|---|---|---|
| Claude: knowledge-work-plugins | Listed Version: 0.1.1 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.2.2 Downloads/month (npm): 153 Downloads/week (npm): 17 Forks (GitHub): 0 Stars (GitHub): 0 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
| Fact | Unstructured Foundation | Fonteum — Healthcare Provider Data |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) | 0 | 0 |
| Forks (GitHub) | 0 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (mcp.foundation.unstructured.io/mcp) | On your machine (@fonteum/mcp) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 2, secrets among them: 0 |
| Parts of the bundle (differs) | 6 | Not a bundle |
| Licence (differs) | Apache-2.0 | Not stated |
| Repository (differs) | github.com/unstructured-io/unstructured-foundation-marketplace | github.com/fonteum/mcp-server |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Responded 3 days ago | no remote endpoint we check |
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
Unstructured Foundation
Connect sources and search processed documents with Unstructured Foundation. Provides MCP access to source setup, processing status, document search, and document retrieval.
Fonteum — Healthcare Provider Data
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple provenance.
How to run each
Unstructured Foundation As a Claude Code plugin
/plugin marketplace add anthropics/knowledge-work-plugins
/plugin install unstructured-foundation@knowledge-work-pluginsFonteum — Healthcare Provider Data As a local MCP server: npm package
claude mcp add --transport stdio fonteum-healthcare-provider-data -- npx -y @fonteum/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Unstructured Foundation 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
The marketplaces of Unstructured Foundation publish no settings it asks for, so we do not compare settings.
What it can do: Unstructured Foundation · What it can do: Fonteum — Healthcare Provider Data · Compare two other plugins
Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. 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.