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Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved preferences.
| Date | Stars |
|---|---|
| 2026-07-31 | 782 |
| 2026-08-01 | 783 |
| 2026-08-02 | 784 |
| 2026-08-03 | 784 |
| 2026-08-04 | 787 |
| 2026-08-05 | 787 |
| 2026-08-06 | 787 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
35.0
growth rate 0.00%/day
<p align="center">
<img src="https://github.com/jonigl/mcp-client-for-ollama/blob/main/misc/ollmcp-logo-512.png?raw=true" width="256" />
</p>
<p align="center">
<i>A simple yet powerful Python client for interacting with Model Context Protocol (MCP) servers using Ollama, allowing you to harness local LLMs for advanced tool execution.</i>
</p>
<p align="center">
<b>English</b> | <a href="README.zh-CN.md">简体中文</a> | <a href="README.es.md">Español</a>
</p>
---
# MCP Client for Ollama (ollmcp)

[](https://www.python.org/downloads/)
[](https://pypi.org/project/ollmcp/)
[](https://pypi.org/project/mcp-client-for-ollama/)
[](https://github.com/jonigl/mcp-client-for-ollama/actions/workflows/ci.yml)
<p align="center">
<sub>Sponsored by</sub>
<br>
<a href="https://www.atlascloud.ai/?utm_source=github&utm_medium=link&utm_campaign=mcp-client-for-ollama">
<picture>
<source media="(prefers-color-scheme: dark)" srcset="https://github.com/jonigl/mcp-client-for-ollama/blob/main/misc/atlascloud-logo-dark.png?raw=true">
<img src="https://github.com/jonigl/mcp-client-for-ollama/blob/main/misc/atlascloud-logo.png?raw=true" alt="Atlas Cloud" height="20">
</picture>
</a>
<br>
<sub>Learn how to use Atlas Cloud with ollmcp in the <a href="#sponsors">Sponsors</a> section</sub>
</p>
<p align="center">
<img src="https://raw.githubusercontent.com/jonigl/mcp-client-for-ollama/v0.27.0/misc/ollmcp-demo.gif" alt="MCP Client for Ollama Demo">
</p>
<p align="center">
<a href="https://asciinema.org/a/875917" target="_blank">🎥 Watch this demo as an Asciinema recording</a>
</p>
## Table of Contents
- [Overview](#overview)
- [Features](#features)
- [Requirements](#requirements)
- [Quick Start](#quick-start)
- [Installation Options](#installation-options)
- [Troubleshooting](#troubleshooting)
- ✨**NEW** [Managing MCP Servers via CLI](#managing-mcp-servers-via-cli)
- [mcp add options](#mcp-add-options)
- [Scopes](#scopes)
- [Command-line Arguments](#command-line-arguments)
- [MCP Server Configuration](#mcp-server-configuration)
- ✨**NEW** [Inference Provider Configuration](#inference-provider-configuration)
- [General Options](#general-options)
- ✨**NEW** [Supported Inference Providers](#supported-inference-providers)
- [API key resolution order](#api-key-resolution-order)
- [Usage Examples](#usage-examples)
- [How Tool Calls Work](#how-tool-calls-work)
- [Agent Mode](#agent-mode)
- [Interactive Commands](#interactive-commands)
- [MCP Tools](#mcp-tools)
- [MCP Prompts](#mcp-prompts)
- [MCP Resources](#mcp-resources)
- ✨**NEW** [Answer Display Modes](#answer-display-modes)
- [Input Mode](#input-mode)
- [Model Selection](#model-selection)
- [Advanced Model Configuration](#advanced-model-configuration)
- ✨**NEW** [Thinking Mode and Reasoning Effort](#thinking-mode-and-reasoning-effort)
- [Server Reloading for Development](#server-reloading-for-development)
- [Human-in-the-Loop (HIL) Tool Execution](#human-in-the-loop-hil-tool-execution)
- [Human-in-the-Loop (HIL) Configuration](#human-in-the-loop-hil-configuration)
- [Performance Metrics](#performance-metrics)
- [History Management](#history-management)
- [Autocomplete and Prompt Features](#autocomplete-and-prompt-features)
- [Typer Shell Autocompletion](#typer-shell-autocompletion)
- [FZF-style Autocomplete](#fzf-style-autocomplete)
- [MCP Prompts Autocomplete](#mcp-prompts-autocomplete)
- [Contextual Prompt](#contextual-prompt)
- [Configuration Management](#configuration-management)
- ✨**Excerpt of 65,129 characters
Read on GitHub185
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:1d5509479e40e5b5, topic:mcp, topic:model-context-protocol, topic:mcp-server