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Local AI MCP vs io.github.nesquikm/rubber-duck

Local AI MCP is an MCP server published by TMHSDigital. Marketplaces we read that list it: 1 (Official MCP Registry). io.github.nesquikm/rubber-duck is an MCP server published by nesquikm. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-11-13. 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
MarketplaceLocal AI MCPio.github.nesquikm/rubber-duck
Official MCP Registry Listed
Version: 0.6.1
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen
Listed
Version: 1.18.0
Downloads/month (npm): 2 459
Downloads/week (npm): 987
Forks (GitHub): 24
Stars (GitHub): 180
Not marked · First seen
npm registry (MCP servers) Not listed Listed
Version: 1.20.14
Downloads/month (npm): 2 459
Downloads/week (npm): 987
Forks (GitHub): 24
Stars (GitHub): 180
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

Local AI MCP vs io.github.nesquikm/rubber-duck
FactLocal AI MCPio.github.nesquikm/rubber-duck
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)0 (worse)180 (better)
Forks (GitHub) (differs)0 (worse)24 (better)
Last release (differs)2026-11-03 (better)2026-11-02 (worse)
Where it runs (differs)On your machine (@tmhs/local-ai-mcp)On your machine (mcp-rubber-duck)
Transportstdiostdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)17, secrets among them: 34, secrets among them: 3
Licence (differs)Not statedMIT
Repository (differs)github.com/tmhsdigital/local-ai-mcpgithub.com/nesquikm/mcp-rubber-duck
Changes in the last 7 days00
First seen (differs)2026-11-032026-10-11

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

Local AI MCP

In its own words, on Official MCP Registry:

Run, fit, and route work to local LLMs (Ollama, LM Studio, llama.cpp, MLX, vLLM, and more).

io.github.nesquikm/rubber-duck

In its own words, on Official MCP Registry:

Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more

How to run each

Local AI MCP As a local MCP server: npm package

Claude Code
claude mcp add --env "MOONSHOT_API_KEY=<YOUR_MOONSHOT_API_KEY>" --env "OPENAI_COMPAT_API_KEY=<YOUR_OPENAI_COMPAT_API_KEY>" --env "VLLM_API_KEY=<YOUR_VLLM_API_KEY>" --transport stdio local-ai-mcp -- npx -y @tmhs/local-ai-mcp

Requires: MOONSHOT_API_KEY (secret), OPENAI_COMPAT_API_KEY (secret), VLLM_API_KEY (secret)

io.github.nesquikm/rubber-duck As a local MCP server: npm package

Claude Code
claude mcp add --env "GEMINI_API_KEY=<YOUR_GEMINI_API_KEY>" --env "GROQ_API_KEY=<YOUR_GROQ_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --transport stdio rubber-duck -- npx -y mcp-rubber-duck

Requires: GEMINI_API_KEY (secret), GROQ_API_KEY (secret), OPENAI_API_KEY (secret)

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 Local AI MCP asks for

  • DOCKER_MODEL_RUNNER_HOST
  • FOUNDRY_LOCAL_HOST
  • LLAMACPP_HOST
  • LMSTUDIO_HOST
  • LOCAL_AI_ALLOW_HOSTED_FALLBACK
  • LOCAL_AI_BENCHMARK_CACHE
  • LOCAL_AI_DISABLE
  • LOCAL_AI_DISABLE_NETWORK_SEARCH
  • LOCAL_AI_PROVIDERS
  • MLX_HOST
  • MOONSHOT_API_KEY (secret)
  • MOONSHOT_HOST
Show the remaining 5
  • OLLAMA_HOST
  • OPENAI_COMPAT_API_KEY (secret)
  • OPENAI_COMPAT_HOST
  • VLLM_API_KEY (secret)
  • VLLM_HOST

Only io.github.nesquikm/rubber-duck asks for

  • DEFAULT_PROVIDER
  • GEMINI_API_KEY (secret)
  • GROQ_API_KEY (secret)
  • OPENAI_API_KEY (secret)

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

What it can do: Local AI MCP · What it can do: io.github.nesquikm/rubber-duck · Compare two other plugins

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the public npm registry (registry.npmjs.org). 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