Skills/PyPI/openeye-mcp

openeye-mcp@0.3.1

VERIFIED· not started

Publisher claims: "为纯文本大模型提供视觉能力的 MCP Server:读图 · 识字 · 解表格 · 复刻 UI。Give text-only LLMs vision via MCP: image description, OCR, VQA, UI layout & tables." Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher ouli-1242 · publishing for 63 daysInstalls 105Last detonated 18 h ago
$claude mcp add openeye-mcp -- uvx openeye-mcp
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Coverage

Not started: dependency install failed; the server itself was not observed.
Tested
the dependency install step · every file read, file written and host contacted by what ran
Not tested
server startup · the tool list · tool behavior

What this means for the label: Verified here covers what ran. The server's tools were not exercised with a real credential, so nothing about their behavior is asserted; the credential summary below says what to do with that.

Before you give it your token

It will ask for
no credential variables read in the code
Where it talks to
no vendor host named in the code
What the honeypot saw
no credential files read · no network
What we could not test
server startup · the tool list · tool behavior

Connect it under the guard. Not started: dependency install failed; the server itself was not observed. The code names no credential variable; the guard pins the network to what the honeypot saw and logs every call.

$vet-skills run --net declared -- uvx openeye-mcp

Never paste a credential into a chat, a ticket or a report, including ours. How the guard holds it.

Is [email protected] safe to install?

KillerSkills ran it in the KillerSkills honeypot sandbox (2 scenarios; not started: dependency install failed; the server itself was not observed) on 2026-11-13 and scored it 81/100 (Verified). In what ran, nothing we could detect went wrong: no undeclared network egress, no credential reads, no persistent instruction writes. What it does with a real credential was not observed; the static findings and the publisher carry the rest of the score. Summary: no network, touches nothing outside the project, writes no memory.

Behavior trace

Honeypot run · 0 s · 2 scenarios · 0 deviations
t+CategoryObserved action
0.0sprocessno install scripts in bundle
0.2sprocessdependency install exit 1 ·
0.2sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.2sprocessscript backend runs setup only
0.2sprocessno install scripts to re-run

Static findings

MEDIUM
File type combined with upload actionsrc/openeye_mcp/vision/responses_adapter.py:132 · File type combined with upload action — agent may exfiltrate local data filesreturn _extract_output_text(response.json().get("output"))Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
URL using a raw public IP addresstests/test_audit_fixes.py:80 · URL using a raw public IP address — may bypass domain-based filteringreturn "https://93.184.216.34/x.png", "example.com", 443Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
MEDIUM
Access to sensitive file pathstests/test_config.py:4 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files``.env.example`` 曾提到 ``GEMINI_BASE_URL``,但配置类没有对应字段,Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathssrc/openeye_mcp/config.py:26 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# 只写 ".env" 会让用户在仓库里 cp 出来的 .env 静默不生效(历史缺陷)。Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathssrc/openeye_mcp/config.py:3 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files基于 pydantic-settings 从环境变量与 ``.env`` 文件加载配置,支持Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
URL using a raw public IP addresstests/test_image_utils.py:219 · URL using a raw public IP address — may bypass domain-based filteringassert request.url == "https://93.184.216.34/cat.jpg"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
MEDIUM
File type combined with upload actionsrc/openeye_mcp/vision/responses_adapter.py:142 · File type combined with upload action — agent may exfiltrate local data filesreturn _extract_output_text(response.json().get("output"))Fix: Remove the call, or declare the host in frontmatter and explain in the README what is sent and why.
AST07
MEDIUM
HTTP URL with a raw public IP addresstests/test_audit_fixes.py:80 · HTTP URL with a raw public IP address — a hard-coded destination that domain-based monitoring cannot namereturn "https://93.184.216.34/x.png", "example.com", 443Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
HIGH
Access to sensitive file pathssrc/openeye_mcp/config.py:39 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_file=(".env", str(_REPO_ROOT / ".env")),Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
HTTP URL with a raw public IP addresstests/test_image_utils.py:219 · HTTP URL with a raw public IP address — a hard-coded destination that domain-based monitoring cannot nameassert request.url == "https://93.184.216.34/cat.jpg"Fix: Replace encoded or assembled strings with plain literals and remove undeclared network calls.
AST07
HIGH
Access to sensitive file pathssrc/openeye_mcp/errors.py:125 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesreturn "config", f"配置错误:{msg} 请在 MCP 配置的 env 或 .env 中设置。"Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathssrc/openeye_mcp/config.py:25 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# 仓库根的 .env:MCP 客户端通常以**自己的项目目录**为 cwd 启动 stdio 子进程,Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05

Cost to the agent

Instructions loaded
≈69 tok
1 file · 45 in bundle
Tool list per prompt
≈0 tok
0 tools · 0 per tool
Handshake
no reply
launch to tools/list, stdio
Undocumented tools
0
description under 20 chars · avg 0

Tokens estimated at four characters each. The tool list is re-read by the agent on every turn, so it is the number to compare between servers that do the same job: ranked across the index.

Known vulnerabilities

No advisories in OSV for openeye-mcp@0.3.1 as of 17 h ago. This is the package itself, not its dependencies.