Memorygraphmcp MCP Server
memorygraphmcp
PyPI
v0.12.4
Published by gregorydickson — no publish provenance, so origin is unverified, but the source is public: the repository link below is self-declared yet readable, so you can inspect the code before adopting it.
The grade answers one question — how safe is this server for you to adopt — so it is computed in two auditable stages. Nothing below is an opinion or an LLM's guess; every line is a real term the deterministic engine applied, and the same input always yields the same number.
1. Threat score — 100 − 0 = 100. What the published surface and source actually contain:
The deterministic scan raised no scored threat in the surface it inspected — the threat score stayed at 100. Capability observations and advisory notes are recorded but never lower it.
2. Client adoption risk — 100 − 7 = 93. Three small, subtract-only factors that reflect your risk in adopting it — a clean scan proves less on a powerful, unverified or barely-inspectable package, so the grade says so plainly:
| Points | Adoption-risk factor |
|---|---|
| −6 | capability blast radius (high) — client exposure if the model is manipulated |
| −1 | publisher verification (public source) — no provenance, but the source is public and inspectable |
Capability observations and info notes are shown under Findings but never scored.
Open any row's finding below for the file, line and evidence behind a deduction.
Findings 5
high Shell/command execution in server code (src/memorygraph/integration/project_analysis.py)MTC-SRC-002
In the server's implementation (`src/memorygraph/integration/project_analysis.py:148`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.
Evidence: try: result = subprocess.run( ["git", "-C", directory, "config", "--get", "remote.origin.url"],
Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.
Location: server src/memorygraph/integration/project_analysis.py
high Shell/command execution in server code (src/memorygraph/utils/project_detection.py)MTC-SRC-002
In the server's implementation (`src/memorygraph/utils/project_detection.py:67`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.
Evidence: ory git_check = subprocess.run( ["git", "rev-parse", "--is-inside-work-tree"], cwd=cwd,
Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.
Location: server src/memorygraph/utils/project_detection.py
low Shell/command execution in packaging/dev tooling (tests/backends/test_falkordblite_integration.py)MTC-SRC-002
In a packaging/dev/install script (shipped, but not the server runtime) (`tests/backends/test_falkordblite_integration.py:33`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.
Evidence: result = subprocess.run( ["file", __falkordb_module__], capture_o
Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.
Location: server tests/backends/test_falkordblite_integration.py
low Shell/command execution in packaging/dev tooling (tests/test_main_entry.py)MTC-SRC-002
In a packaging/dev/install script (shipped, but not the server runtime) (`tests/test_main_entry.py:19`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.
Evidence: rtable result = subprocess.run( [sys.executable, "-m", "memorygraph", "--help"], capture
Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.
Location: server tests/test_main_entry.py
low Shell/command execution in packaging/dev tooling (tests/test_session_briefing.py)MTC-SRC-002
In a packaging/dev/install script (shipped, but not the server runtime) (`tests/test_session_briefing.py:277`): Spawning a shell/process is command-execution capability; with unsanitized tool input it is command injection / RCE. This is read from the code itself — not from the tool description — so a poisoned server cannot hide it behind honest-looking metadata.
Evidence: Initialize git repo subprocess.run(["git", "init"], cwd=str(test_repo), capture_output=True) subprocess.run(
Fix: Review this call path: confirm it never receives unsanitized tool input, constrain it, or remove it. Treat a server whose code reaches these sinks as high-capability regardless of what its tools claim.
Location: server tests/test_session_briefing.py
Tools 21
Each tool and what it can reach — statically extracted from the published source.
analyze_graph_metricsno sensitive capabilityanalyze_memory_clustersno sensitive capabilitycontextual_searchno sensitive capabilitycreate_relationshipno sensitive capabilitydelete_memoryno sensitive capabilityfind_bridge_memoriesno sensitive capabilityfind_memory_pathno sensitive capabilityget_memoryno sensitive capabilityget_memory_statisticsno sensitive capabilityget_recent_activityno sensitive capability
Show 11 more tools ↓
get_related_memoriesno sensitive capabilityget_relationship_types_by_categoryno sensitive capabilitymigrate_databaseno sensitive capabilityrecall_memoriesno sensitive capabilityreinforce_relationshipno sensitive capabilitysearch_memoriesno sensitive capabilitysearch_relationships_by_contextno sensitive capabilitystore_memoryno sensitive capabilitysuggest_relationship_typeno sensitive capabilityupdate_memoryno sensitive capabilityvalidate_migrationno sensitive capability
What this scan could not see
- Tools were statically extracted from the published source (21 recovered), not enumerated from a running server. Tool-poisoning, Unicode-smuggling, capability and toxic-flow analysis ran on this inferred surface, but a mis-parsed registration could be missed or mis-attributed, so tool-derived findings are capped below “confirmed”. To grade the real runtime surface, scan the running server: --command "npx -y <package>".
Versions 1
Scan history per published version. The engine is deterministic — the same version always yields the same score, so a changed score means the package itself changed.
| Version | Score | Findings | Engine | Scanned |
|---|---|---|---|---|
v0.12.4 latest |
A 93/100 | 5 | 1.9.0 | 2026-07-23 |
Embed this score
Show this server's live Trust Score in your README, docs or website. The badge is served straight from the registry and updates automatically after every rescan — no API key needed. It links back to this page, so anyone who sees the grade can also read the findings behind it instead of taking a number on faith.
Verify this score yourself
The score above is reproducible: the same package version always yields the same result. Run it locally or over the free API — no account, no LLM, fully deterministic.
npx mcptrustchecker scan memorygraphmcp --online --registry pypiMore in Developer Tools
Security scan results for the 1stay MCP server.
Security scan results for the Adguard Home MCP server.
Security scan results for the Ado Browser MCP server.
Security scan results for the Adobe Experience Dev MCP server.
Security scan results for the Aemet MCP server.
Security scan results for the Affinity Mcp Bridge MCP server.