Skills/PyPI/mcp-openstack-ops

mcp-openstack-ops@3.6.8

VERIFIED· not started

Publisher claims: "OpenStack operations automation MCP server" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher jungjungin-call518 · publishing for 285 daysInstalls 574Last detonated 12 h ago
$claude mcp add mcp-openstack-ops -- uvx mcp-openstack-ops
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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
OS_AUTH_HOSTOS_AUTH_PORTOS_AUTH_PROTOCOLOS_PASSWORDREMOTE_AUTH_ENABLEREMOTE_SECRET_KEYConfiguration, not credentials: ALLOW_MODIFY_OPERATIONS, FASTMCP_HOST, FASTMCP_PORT, FASTMCP_TYPE, GITHUB_REPOSITORY, MCP_LOG_LEVEL, MCP_MULTI_USER, MCP_MULTI_USER_ALLOW_INSECURE_HTTP, OS_CACERT, OS_COMPUTE_PORT, OS_HEAT_STACK_CFN_PORT, OS_HEAT_STACK_PORT, OS_IDENTITY_API_VERSION, OS_IMAGE_PORT, OS_NETWORK_PORT, OS_PLACEMENT_PORT, OS_PROJECT_DOMAIN_NAME, OS_PROJECT_NAME, OS_REGION_NAME, OS_USER_DOMAIN_NAME, OS_USERNAME, OS_VOLUME_PORT
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 with a scoped credential, under the guard. It asks for OS_AUTH_HOST, OS_AUTH_PORT, OS_AUTH_PROTOCOL, OS_PASSWORD, REMOTE_AUTH_ENABLE, REMOTE_SECRET_KEY and talks to its vendor. Give the credential to the guard, not the server: the value never enters the server's environment and only travels to the host you bind. What the tools do with a real credential was not observed.

$vet-skills run --net declared -- uvx mcp-openstack-ops

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 2026-11-08 and scored it 85/100 (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
0.1sprocessdependency install exit 1 ·
0.1sclaimednot started: dependency install failed (exit 1); the server itself was not observed
0.1sprocessscript backend runs setup only
0.1sprocessno install scripts to re-run

Static findings

HIGH
Access to sensitive file pathsscripts/mcp-server-docker-cmd.sh:16 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesecho "Starting OpenStack MCP server with environment variables from .env:"Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Python subprocess execution detectedscripts/publish_release.py:18 · Python subprocess execution detectedreturn subprocess.run(Fix: Build commands from fixed arguments, never from interpolated strings; prefer an API client over shelling out.
AST05
LOW
Refusal suppressionsrc/mcp_openstack_ops/prompt_template.md:284 · Refusal suppression — attempting to prevent safety responses · informational: not an instruction file · informational: not an instruction file**NEVER REFUSE API CALLS** - When users ask for project information, instance status, network details, etc., you MUST call the appropriate API tools to get real data.Fix: Remove the text that addresses the agent rather than the reader; describe behavior, do not instruct.
AST01
HIGH
Access to sensitive file pathssrc/mcp_openstack_ops/connection.py:55 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system fileslogger.error("Please ensure your .env file contains OpenStack authentication credentials")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 pathsscripts/run-mcp-inspector-local.sh:15 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filessource .envFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsscripts/mcp-server-docker-cmd.sh:4 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load .env file from parent directory of script locationFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsscripts/run-mcp-inspector-local.sh:11 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Load environment variables if .env existsFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsscripts/run-mcp-inspector-local.sh:12 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesif [ -f ".env" ]; thenFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
npx invocation of non-well-known packagescripts/run-mcp-inspector-pypi.sh:19 · npx invocation of non-well-known package — may execute untrusted codenpx -y @modelcontextprotocol/inspector \Fix: Pin versions and sources; vendor anything fetched at install time.
AST06
HIGH
Access to sensitive file pathsscripts/mcp-server-docker-cmd.sh:6 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesenv_file="${script_dir%/*}/.env"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 pathsscripts/run-mcp-inspector-local.sh:13 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesecho "📄 Loading environment from .env file"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/mcp_openstack_ops/mcp_main.py:247 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesTo enable modify operations, set the following in your .env file: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 pathsscripts/mcp-server-docker-cmd.sh:12 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesecho "error: .env not found: $env_file" >&2Fix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
HIGH
Access to sensitive file pathsscripts/mcp-server-docker-cmd.sh:19 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system files# Read and display all environment variables from .env fileFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
npx invocation of non-well-known packagescripts/run-mcp-inspector-local.sh:22 · npx invocation of non-well-known package — may execute untrusted codenpx -y @modelcontextprotocol/inspector \Fix: Pin versions and sources; vendor anything fetched at install time.
AST06

Cost to the agent

Instructions loaded
≈49 tok
1 file · 81 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 mcp-openstack-ops@3.6.8 as of 12 h ago. This is the package itself, not its dependencies.

mcp-openstack-ops@3.6.8 safety verdict: Verified (not started) — KillerSkills