Atlas / MCP servers / euiyounghwang / ollama-LLM-agent

ollama-LLM-agentSAFE

mcp/euiyounghwang/ollama-llm-agent

ollama-LLM-agent

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
2 1r · 1w · 0d
Transport
—
License
—
Stars
1
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

ollama-LLM-agent

Docker

  • docker system prune -a --volumes

Ollama

  • Ollama lets you use open models with your coding agents so you can spend less while keeping your data private.
  • Port 11434 is the default network port used by the Ollama API to run local large language models (http://localhost:11434)
  • Github Download : https://github.com/ollama/ollama/releases
  • Reference : https://goddaehee.tistory.com/381
  • Ollama Model Path : C:\Users\\.ollama\models (blobs/manifests all copy to the remote server)
  • _Installation_

# Installation using sh
curl -fsSL https://ollama.com/install.sh | sh

ollama list
NAME               ID              SIZE      MODIFIED
llama3.2:latest    a80c4f17acd5    2.0 GB    5 days ago

ollama run llama3.2

# Manual Installation using tar file
- RHEL7 Tar.gz : https://github.com/ollama/ollama/releases?expanded=true&page=2&q=0.5#release-v0.5.0

# --
# Windows (PowerShell)
#$env:OLLAMA_HOST="0.0.0.0:11434"  # 네트워크 접근 허용
#$env:OLLAMA_MODELS="C:\work\ollamaModel"  # 모델 저장 위치 변경

# Linux/Mac
export OLLAMA_HOST=0.0.0.0:11434
export OLLAMA_MODELS=/apps/model/ollama/download_model

./bin/ollama serve or ./ollama-linux-start.sh

# -- Test
curl http://localhost:11434
# --

# Installation OpenWebUI
# Create virtual env
python3.11 -m venv .venv
source .venv/bin/activate

uv add open-webui
uv add --dev pytest pytest-cov --system-certs
  • _Manually install Open-WebUI using Offline Installation_
  • _pip freeze > ./devopenwebuirequirements.txt_
  • _mkdir lib_
  • _cd lib_
  • _pip download -r ../devopenwebuirequirements.txt -d ./_
  • _pip install -r ./devopenwebuirequirements.txt --no-index --find-links="/apps/model/openwebui/test/test"_
accelerate-1.13.0-py3-none-any.whl                    narwhals-2.25.0-py3-none-any.whl
aiocache-0.12.3-py2.py3-none-any.whl                  networkx-3.6.1-py3-none-any.whl
  • _Commands_

# ollama model check
ollama lis
Read from source at commit 001c76b6873fOBSERVED · 2026-10-11
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add ollama-llm-agent -- uvx ollama-llm-agent
claude-desktop
{
  "mcpServers": {
    "ollama-llm-agent": {
      "command": "uvx",
      "args": [
        "ollama-llm-agent"
      ]
    }
  }
}
03

Exposed tools (2)

1 read · 1 write · 0 destructive.

ToolRiskDescription
add_numberswrite두 정수를 더하는 도구입니다.
reverse_textread입력받은 문자열을 거꾸로 뒤집는 도구입니다.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (4)

LOWInventory / provenance · inv.no_license · CWE-1104
Why it matters. no LICENSE file and no repo licence
Fix. add a licence
INFOInventory / provenance · inv.oversize · CWE-1104
uv.lock
uv.lock
Why it matters. 1552796 bytes not read
INFOSupply chain · prompt.pipe_to_shell · CWE-829, CWE-1357
README.md:17
curl -fsSL https://ollama.com/install.sh | sh
INFOSupply chain · prompt.pipe_to_shell · CWE-829, CWE-1357
README.md:109
curl -LsSf https://astral.sh/uv/install.sh | sh

Gates applied: no_behavioural_pass, no_license.

Audited 2026-10-11 · audit v0.4.1 · source sha 001c76b6873ffull audit observations/trust-audit/mcp-server/euiyounghwang__ollama-llm-agent.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-11001c76b6873fSAFEB89first audit
06

Questions

What is the ollama-LLM-agent MCP server?

ollama-LLM-agent

What tools does ollama-LLM-agent expose?

2 in total: 1 read-only, 1 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is ollama-LLM-agent safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does ollama-LLM-agent need?

No credential environment variables were found in its source, so it appears to need none.

How current is this page?

The grade is for one exact copy of the source (001c76b6873f), read on 2026-10-11. The repository is watched and re-audited when it changes.

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