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mcp-client-for-ollama vs Local AI MCP

mcp-client-for-ollama is an MCP server published by jonigl. Marketplaces we read that list it: 1 (PyPI (MCP servers)). Local AI MCP is an MCP server published by TMHSDigital. Marketplaces we read that list it: 1 (Official MCP Registry). 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
Marketplacemcp-client-for-ollamaLocal AI MCP
PyPI (MCP servers) Listed
Version: 0.35.1
Downloads/month (PyPI): 2 871
Downloads/week (PyPI): 714
Forks (GitHub): 125
Stars (GitHub): 836
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.6.1
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

mcp-client-for-ollama vs Local AI MCP
Factmcp-client-for-ollamaLocal AI MCP
Marketplaces that list it11
Stars (GitHub) (differs)836 (better)0 (worse)
Forks (GitHub) (differs)125 (better)0 (worse)
Last release (differs)Not published2026-11-03
Where it runs (differs)On your machine (mcp-client-for-ollama)On your machine (@tmhs/local-ai-mcp)
Transport (differs)Not statedstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published17, secrets among them: 3
Licence (differs)MITNot stated
Repository (differs)github.com/jonigl/mcp-client-for-ollamagithub.com/tmhsdigital/local-ai-mcp
Changes in the last 7 days00
First seen (differs)2026-10-122026-11-03

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

mcp-client-for-ollama

In its own words, on PyPI (MCP servers):

MCP Client for Ollama - A client for connecting to Model Context Protocol servers using Ollama

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).

How to run each

mcp-client-for-ollama

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

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)

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

The marketplaces of mcp-client-for-ollama publish no settings it asks for, so we do not compare settings.

What it can do: mcp-client-for-ollama · What it can do: Local AI MCP · Compare two other plugins

Package data comes from the Python Package Index (pypi.org). 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