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Argus Retrieval vs io.github.fieldcure/rag

Argus Retrieval is an MCP server published by Khamel83. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.fieldcure/rag is an MCP server published by fieldcure. 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
MarketplaceArgus Retrievalio.github.fieldcure/rag
Official MCP Registry Listed
Version: 1.6.4
Downloads/month (PyPI): 422
Downloads/week (PyPI): 40
Forks (GitHub): 2
Stars (GitHub): 5
Not marked · First seen
Listed
Version: 2.5.1
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

Argus Retrieval vs io.github.fieldcure/rag
FactArgus Retrievalio.github.fieldcure/rag
Marketplaces that list it11
Stars (GitHub) (differs)5 (better)0 (worse)
Forks (GitHub) (differs)2 (better)0 (worse)
Last releaseNot publishedNot published
Where it runs (differs)On your machine (argus-search)On your machine (FieldCure.Mcp.Rag)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)8, secrets among them: 65, secrets among them: 0
LicenceNot statedNot stated
Repository (differs)github.com/khamel83/argusgithub.com/fieldcure/fieldcure-mcp-rag
Changes in the last 7 days00
First seen2026-10-112026-10-11

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

Argus Retrieval

In its own words, on Official MCP Registry:

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

io.github.fieldcure/rag

In its own words, on Official MCP Registry:

MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.

How to run each

Argus Retrieval As a local MCP server: PyPI package

Claude Code
claude mcp add --env "ARGUS_BRAVE_API_KEY=<YOUR_ARGUS_BRAVE_API_KEY>" --env "ARGUS_EXA_API_KEY=<YOUR_ARGUS_EXA_API_KEY>" --env "ARGUS_LINKUP_API_KEY=<YOUR_ARGUS_LINKUP_API_KEY>" --env "ARGUS_SERPER_API_KEY=<YOUR_ARGUS_SERPER_API_KEY>" --env "ARGUS_TAVILY_API_KEY=<YOUR_ARGUS_TAVILY_API_KEY>" --env "ARGUS_WOLFRAM_API_KEY=<YOUR_ARGUS_WOLFRAM_API_KEY>" --transport stdio argus -- uvx argus-search

Requires: ARGUS_BRAVE_API_KEY (secret), ARGUS_EXA_API_KEY (secret), ARGUS_LINKUP_API_KEY (secret), ARGUS_SERPER_API_KEY (secret), ARGUS_TAVILY_API_KEY (secret), ARGUS_WOLFRAM_API_KEY (secret)

io.github.fieldcure/rag

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

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

Tools each declares

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

Settings each asks for

Only Argus Retrieval asks for

  • ARGUS_BRAVE_API_KEY (secret)
  • ARGUS_DATA_ROOT
  • ARGUS_EXA_API_KEY (secret)
  • ARGUS_LINKUP_API_KEY (secret)
  • ARGUS_SEARXNG_BASE_URL
  • ARGUS_SERPER_API_KEY (secret)
  • ARGUS_TAVILY_API_KEY (secret)
  • ARGUS_WOLFRAM_API_KEY (secret)

Only io.github.fieldcure/rag asks for

  • ANTHROPIC_API_KEY
  • GEMINI_API_KEY
  • GROQ_API_KEY
  • OPENAI_API_KEY
  • VOYAGE_API_KEY

Settings as each marketplace publishes them. Asking for fewer is not better in itself.

What it can do: Argus Retrieval · What it can do: io.github.fieldcure/rag · 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