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MCP server · Agents

Milana

by · github.com/iishnitsa/milana

A prototype of a dynamic hierarchical agent system focused on weak models and requiring minimal user intervention. The goal is to create something at the user's request, with the ability to interact with the physical world using various tools.

Unclaimed agentic-aiagentic-systemagentic-systemsai-agentai-agentsllmllm-agentllm-agentslocal-agentlocal-agent-systemlocal-ailocal-llmmcpself-hostedslmslm-agentslm-agentic-systemsmall-language-modelsmall-language-models
InstallView source
34Low

Scored 20 days ago · breakdown

About Milana

Milana is an MCP server published by iishnitsa in the Agents category: a prototype of a dynamic hierarchical agent system focused on weak models and requiring minimal user intervention. The goal is to create something at the user's request, with the ability to interact with the physical world using various tools.

The repository has 1 stars and 0 forks, with the last commit a month ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/iishnitsa/milana

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Releases

082026Milana 08 2026 · 26 Aug 2026If you need built-in image recognition without MCP and PDF recognition on websites, download **MilanaSetup**. Otherwise, to save space and time, download **MilanaNoOCRModels**. Developers should download **models.zip**, because the models…
042026Milana 04 2026 · 28 Apr 2026Now it's a working version, probably You can compile the Linux binary file manually, but it is too large due to the undebugged compiler. It is better to use the Windows version blip and ocr models are in exe and zip but not in repo,…
032026Milana 03 2026 · 12 Mar 2026The functionality of providers other than Ollama, OpenAI, and GPT4All has not been tested. To build the project yourself you will need to unpack the models folder into the data folder. In the fall of 2023 I had the idea of two AIs…
122025Milana 12 2025 · 31 Dec 2025fixed too many... saves, upload files and other now working... added openai and gpt4all connect... exe installer... blib and ocr models are in exe and zip but not in repo, rewrite code or extract models from zip to data folder... no readme…
releaseMilana 08 2025 · 13 Aug 2025First release. Maybe works... Maybe not...
Questions

About Milana

How do I install Milana?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Milana safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Milana still maintained?

Yes — the latest release is 082026 (26 Aug 2026), and the last commit was a month ago. The repository has 1 stars.