Skills/PyPI/mcp-memgraph

mcp-memgraph@0.4.1

VERIFIED· not started

Publisher claims: "MCP integration and utilities for Memgraph MCP server" Observed in sandbox: no network, touches nothing outside the project, writes no memory.

Registry PyPI (MCP server)Publisher memgraph · publishing for 569 daysInstalls 1,069Last detonated 6d ago
$claude mcp add mcp-memgraph -- uvx mcp-memgraph
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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
MCP_AUTH_AUDIENCEMCP_AUTH_DEFAULT_TENANT_CLAIMMCP_AUTH_ENABLEDMCP_AUTH_ISSUERMCP_AUTH_JWKS_URLMCP_AUTH_REQUIRED_SCOPEMCP_AUTH_STATIC_CLIENT_IDMCP_AUTH_TENANTS_CLAIMMEMGRAPH_PASSWORDConfiguration, not credentials: MCP_HOST, MCP_LOG_FILE, MCP_LOG_LEVEL, MCP_PORT, MCP_READ_ONLY, MCP_SERVER, MCP_TENANT_CATALOG, MCP_TRANSPORT, MEMGRAPH_DATABASE, MEMGRAPH_URL, MEMGRAPH_USER
Where it talks to
no vendor host named in the codeAlso keycloak.svc, default.svc — not the publisher's domain; check what for before connecting.
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, and read the third-party hosts first. The code names keycloak.svc, default.svc as well as its own vendor. The guard injects MCP_AUTH_AUDIENCE, MCP_AUTH_DEFAULT_TENANT_CLAIM, MCP_AUTH_ENABLED, MCP_AUTH_ISSUER, MCP_AUTH_JWKS_URL, MCP_AUTH_REQUIRED_SCOPE, MCP_AUTH_STATIC_CLIENT_ID, MCP_AUTH_TENANTS_CLAIM, MEMGRAPH_PASSWORD only into requests to the host you bind (and its subdomains) and refuses the rest.

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

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 91/100 (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

MEDIUM
Access to sensitive file pathstests/connection.py:9 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesload_dotenv() # load environment variables from .envFix: Stop enumerating or reading credential locations; take secrets from a declared environment variable the user sets on purpose.
AST05
MEDIUM
Access to sensitive file pathstests/test_server.py:20 · Access to sensitive file paths — SSH keys, AWS credentials, env files, or system filesload_dotenv() # Load environment variables from .envFix: 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
≈50 tok
1 file · 24 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-memgraph@0.4.1 as of 6d ago. This is the package itself, not its dependencies.