io.github.eren23/attocode-code-intel v0.1.24
This server scored F. Run it behind runtime policy enforcement so one bad tool call can't become an incident.
- criticalNo command-injection sinks — 3 occurrences
- criticalNo dynamic code execution — 10 occurrences
- highNo unsafe deserialization — 3 occurrences
Security controls
Deterministic, evidence-backed. Score earned from passing controls; a failed guard caps it.
Security controls
Deterministic, evidence-backed. Score earned from passing controls; a failed guard caps it.
Model–MCP Runtime Guardrails
- PassIn-Session Definition Integrityguardno call-gated or call-time tool definition changes
Tool and prompt definitions stay fixed during a session — they don't change after a few calls, which is how runtime-gated rug-pulls slip past one-time review.
- Not checkedIndirect Prompt Injection (IPI) Defensesguardno tools extracted
Tool/prompt/resource text is free of hidden instructions that could hijack the agent.
- Not checkedStrict JSON Schema Enforcementno tool schemas found
Tool inputs are constrained (additionalProperties:false), so unexpected arguments can't be smuggled in.
- Not checkedUser-in-the-Loop / Approval Scopeguardno tools extracted
No over-broad or destructive tools (arbitrary shell, bulk-delete) that warrant human approval.
- N/ATool Definition Integrityguardno prior version to diff
Every consecutive version pair is diffed for new injection markers or destructive scope — a risky diff anywhere in history is a rug-pull (fail, durable); benign description drift warns.
Application Security Checks
- FailNo command-injection sinksguard3 occurrences
Untrusted tool input reaching a shell yields remote code execution. How many servers fail this?
eval/rule_accuracy/corpus/python/CWE-78/tp_command_injection.py:8eval/rule_accuracy/corpus/python/CWE-78/tp_command_injection.py:11eval/rule_accuracy/corpus/python/CWE-78/tp_command_injection.py:14Fix: Never pass tool arguments to a shell; use argv arrays with shell disabled.
- FailNo dynamic code executionguard10 occurrences
eval()/exec()/Function() on tool-derived strings allows arbitrary code execution. How many servers fail this?
eval/quality/file_symbol_probe.py:35eval/quality/importance_probe.py:97eval/rule_accuracy/corpus/javascript/CWE-95/tp_code_injection.js:5eval/rule_accuracy/corpus/javascript/CWE-95/tp_code_injection.js:9Fix: Remove eval/exec; parse and dispatch explicitly.
- FailNo unsafe deserializationguard3 occurrences
pickle/yaml.load/etc. on untrusted data can execute code. How many servers fail this?
eval/rule_accuracy/corpus/python/CWE-502/tp_unsafe_deser.py:9eval/rule_accuracy/corpus/python/CWE-502/tp_unsafe_deser.py:12eval/rule_accuracy/corpus/python/CWE-502/tp_unsafe_deser.py:15Fix: Use safe loaders (yaml.safe_load, JSON) on untrusted input.
- WarnNo path traversalguard5 occurrences
Naive path checks let tools read/write outside intended directories (EscapeRoute-class).
eval/meta_harness/experiment_20repos.py:48frontend/src/components/layout/Sidebar.tsx:148frontend/src/components/layout/Sidebar.tsx:158frontend/src/components/layout/Sidebar.tsx:173Fix: Resolve to a canonical path and verify containment; reject ../ and symlinks.
- WarnNo SSRF sinksguard10 occurrences
Fetching tool-supplied URLs can pivot into internal networks and metadata services.
eval/matrix/datasets.py:316eval/quality/cloud.py:68eval/quality/cloud.py:213eval/rule_accuracy/corpus/typescript/performance/tn_safe_async.ts:5Fix: Allow-list destinations; reject arbitrary/loopback/link-local URLs.
- WarnNo known-vulnerable dependencies2 of 160 runtime deps vulnerable; worst high
Runtime dependencies (parsed from the lockfile) are scanned against OSV.dev for published CVEs. Advisory: flagged dependencies lower the score but don't hard-cap it, since transitive reachability is unproven.
[email protected] — GHSA-f23m-r3pf-42rh[email protected] — GHSA-r5fr-rjxr-66jc[email protected] — GHSA-2j2x-hqr9-3h42[email protected] — GHSA-337j-9hxr-rhxgFix: Upgrade the flagged dependencies past their fixed versions.
- WarnEstablished maintainerrecently published
Brand-new / single anonymous maintainers raise takeover and malware risk.
Fix: Publish under an established account/org; add multiple maintainers.
- WarnHas a security policyno security policy
A SECURITY.md gives a private path to report vulnerabilities.
Fix: Add SECURITY.md with a disclosure contact and process.
- PassNo committed secretsguardno secrets found
Hardcoded keys/tokens in published source are live credentials an attacker can use.
- PassCredentials sourced from environmentreads credentials from environment
Reading secrets from env/secret stores avoids hardcoding them.
- PassDependencies pinned (lockfile)lockfile present
A lockfile makes installs reproducible and resistant to silent dependency swaps.
- PassPackage name not typosquattingguarddistinct package name
Names mimicking popular packages are a common malware delivery vector.
- PassActively maintainedrecent commits
Unmaintained servers don't receive security fixes.
- PassRepository not archivedguardactive
Archived repositories will never be patched.
- PassDeclares a licenseMIT
A clear license is required for legal enterprise use.
- PassAdoption & popularityestablished adoption
A small, capped nudge from stars/downloads — widely-used servers get more eyes on bugs. It can never offset a real security failure.
- Not checkedNo install/post-install scriptsguardnot determinable from PyPI metadata
install hooks run arbitrary code on every consumer at install time.
- Not checkedPublished with provenancenot determinable
Build provenance attests the artifact was built from the claimed source by CI.
- Not checkedSigned releasesnot evaluated
Signed releases let consumers verify artifacts weren't tampered with.
Transport & Trust Model
- WarnNetwork Exposurebinds 0.0.0.0
Binding 0.0.0.0 or exposing debug inspectors widens the attack surface.
Fix: Bind to 127.0.0.1 by default; never ship open debug endpoints.
- PassExecution Sandboxingcontainerized
A container/sandbox image limits blast radius; a server that runs natively has full host access.
- N/ATransport Encryption (TLS)guardno remote endpoints
Plaintext HTTP exposes traffic and bearer tokens to interception.
- N/AIAM / Authentication Scopingno remote endpoints
OAuth 2.1 / Protected Resource Metadata gates who can invoke tools.
- N/ANo Token Passthroughguardno HTTP transport
The client's token is never forwarded to downstream APIs — the server obtains its own, correctly-scoped credential instead.
- N/ADNS-Rebinding Protectionno HTTP transport
HTTP endpoints reject requests carrying an unlisted Origin, so a malicious web page can't drive the server through the user's browser.
- N/ALive Endpoint Reachablenot dynamically scanned
A dynamic scan connected to the declared remote endpoint and it responded — verified live, not a dead URL.
- N/AAuthentication Enforced (live)not dynamically scanned
If the server declares auth is required, it must actually reject anonymous clients. Serving tools to unauthenticated callers is a real exposure.