A
licenseA
qualityA
maintenanceLocal-first MCP server that gives any AI coding agent per-project memory, workflow intelligence, and always-on, lossless token & context optimization.
Last updated
37
559
1
MIT
ollama-mcp
by DTG404
Provides tools for generating code, commit messages, documentation, task classification, file summarization, and issue triage using local Ollama models with VRAM-aware model selection.
Click on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@ollama-mcpdraft a basic Express.js route handler for a user API"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
ollama-mcp
VRAM-aware MCP server that offloads token-heavy development tasks to local Ollama models, saving API tokens for complex reasoning.
Tools
Tool | Description |
| Generate boilerplate and scaffolding |
| Write commit messages from diffs |
| Draft documentation and prose |
| Auto-route work to the right agent type |
| Summarize unfamiliar source files |
| Classify and prioritize issues |
| List available Ollama models |
| Check for model updates |
| Show current configuration |
Related MCP server: token-diet
VRAM Management
The server monitors GPU memory via nvidia-smi and selects models based on available VRAM. Models are loaded on demand.
Setup
npm installRequires Ollama running locally with models pulled.
Usage
npm startConfigure in Claude Code MCP settings:
{
"mcpServers": {
"ollama": {
"command": "node",
"args": ["/path/to/ollama-mcp/index.js"]
}
}
}Tech Stack
Node.js (>=18)
@modelcontextprotocol/sdkZod for schema validation
Ollama API for local model inference
nvidia-smifor VRAM monitoring
This server cannot be installed
Maintenance
–Maintainers
–Response time
–Release cycle
–Releases (12mo)
Commit activity
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
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