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Warning
16/100
12 days ago

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Scan MCP servers for potential threats & security findings.

Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

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Who stands behind it

cisco-ai-defense

Source: github_code

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// key findings
🚨
Reads files from sensitive locations
Touches: ~/.ssh/id_rsa, ~/.git-credentials, ~/.aws/credentials
⚠️
Tool descriptions don’t match what handlers do
1 tool describes read intent but its handler mutates — list_directory (line 60: result = subprocess.check_output()
🔐
You'll be asked for 7 credentials: MCP_SCANNER_API_KEY, MCP_SCANNER_LLM_API_KEY, VIRUSTOTAL_API_KEY, AWS_SESSION_TOKEN, LLM_API_KEY, KEY, POSTMARK_SERVER_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configMCP_SCANNER_ENDPOINTexport ="https://us.api.inspect.aidefense.security.cisco.com/api/v1"
🔐 secretMCP_SCANNER_API_KEYexport ="your_cisco_api_key"
🔐 secretMCP_SCANNER_LLM_API_KEYexport ="bedrock-api-key-..." # Generated via Amazon Bedrock -> API Keys
configMCP_SCANNER_LLM_BASE_URLexport ="https://api.openai.com/v1" # Custom LLM endpoint
configMCP_SCANNER_LLM_API_VERSIONexport ="2025-04-01-preview" # API version (if required)
configMCP_SCANNER_LLM_MODELexport ="bedrock/anthropic.claude-sonnet-4-5-20250929-v2:0" # Any AWS Bedrock supported model
configMCP_SCANNER_LLM_TIMEOUTexport =300
configMCP_SCANNER_STDIO_TIMEOUTexport =180 # 3 minutes — useful for servers with heavy deps
🔐 secretVIRUSTOTAL_API_KEYexport ="your_virustotal_api_key"
configMCP_SCANNER_VIRUSTOTAL_UPLOAD_FILESexport =false
configMCP_SCANNER_VIRUSTOTAL_ENABLEDexport =false
configAWS_REGIONexport ="us-east-1"
configAWS_DEFAULT_REGION
🔐 secretAWS_SESSION_TOKEN
configAWS_PROFILEexport ="your-profile"
configAWS_BEARER_TOKEN_BEDROCK
configMCP_SCANNER_DEFAULT_HOST
configMCP_SCANNER_DEFAULT_PORT
configMCP_SCANNER_ENV_API_KEY_NAME
configMCP_SCANNER_ENV_AWS_REGION_NAME
configMCP_SCANNER_DEFAULT_ENV_FILE
configMCP_SCANNER_YARA_RULES_EXT
configMCP_SCANNER_DEFAULT_LLM_MAX_TOKENS
configMCP_SCANNER_DEFAULT_LLM_TEMPERATURE
configMCP_SCANNER_PROMPT_LENGTH_THRESHOLD
configMCP_SCANNER_LLM_MAX_RETRIES
configMCP_SCANNER_LLM_RETRY_BASE_DELAY
configMCP_SCANNER_LLM_SLOW_REQUEST_THRESHOLD_MS
configMCP_SCANNER_MAX_FILE_SIZE_BYTES
configMCP_SCANNER_MAX_FUNCTION_SIZE_BYTES
configMCP_SCANNER_HTTP_TIMEOUT
configMCP_SCANNER_BEHAVIORAL_MAX_OPERATIONS_PER_PARAM
configMCP_SCANNER_BEHAVIORAL_MAX_FUNCTION_CALLS
configMCP_SCANNER_BEHAVIORAL_MAX_ASSIGNMENTS
configMCP_SCANNER_BEHAVIORAL_MAX_CROSS_FILE_CALLS
configMCP_SCANNER_BEHAVIORAL_MAX_REACHABLE_FILES
configMCP_SCANNER_BEHAVIORAL_MAX_CONSTANTS
configMCP_SCANNER_BEHAVIORAL_MAX_STRING_LITERALS
configMCP_SCANNER_BEHAVIORAL_MAX_REACHES_CALLS
configMCP_SCANNER_VT_MAX_FILESexport =10
configMCP_SCANNER_VT_INCLUSION_EXTENSIONS
configMCP_SCANNER_VT_EXCLUSION_EXTENSIONS
configMCP_SCANNER_PYPI_SCAN_TIMEOUT
configMCP_SCANNER_NPM_SCAN_TIMEOUT
configMCP_SCANNER_PACKAGE_ARCHIVE_MAX_BYTES
configMCP_SCANNER_PACKAGE_EXTRACTED_MAX_BYTES
configMCP_SCANNER_PACKAGE_EXTRACTED_MAX_FILES
configMCP_SCANNER_PACKAGE_DOWNLOAD_TIMEOUT
configMCP_SCANNER_VULNERABLE_PACKAGE_TIMEOUT
configMCP_SCANNER_OAUTH_SCOPE
configMCP_SCANNER_YARA_RULES_DIR
🔐 secretLLM_API_KEY
configLLM_MODEL
configLLM_BASE_URL
configLLM_API_VERSION
configNPM_REGISTRY_URL
🔐 secretKEY
configHOSTNAME
🔐 secretPOSTMARK_SERVER_TOKEN
configDEFAULT_SENDER_EMAIL
configDEFAULT_MESSAGE_STREAM
configLD_PRELOAD
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

538/538 tools missing one or more hints — add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); echo (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +535 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Descriptions match behaviour

1 tool describes read intent but its handler mutates — list_directory (line 60: result = subprocess.check_output()

Rename the tool, rewrite the description, or move the side-effect into a separate clearly-named tool.

Tool inputs are validated

518/533 tool handlers declare input schemas (97%)

Declare an inputSchema with zod/joi/yup on every tool definition.

Tool handlers catch errors

Only 3/533 tool handlers wrap calls in try/catch (1%)

Wrap each tool handler body in try/catch and return a structured error response.

Tests exist

No test files found

Add tests that exercise each declared tool.

No access to sensitive paths

Reads sensitive paths: ~/.ssh/id_rsa, ~/.git-credentials, ~/.aws/credentials

Remove reads of sensitive system paths. If you genuinely need them, document why in the README.

Shell command execution

8 child_process calls — runs shell commands

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Tool description accuracy

get_weather: accesses sensitive paths not mentioned in description; list_directory: description implies read-only but handler writes/deletes/executes

Update tool descriptions to accurately reflect all capabilities — especially write, delete, or execute operations.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 9 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Verified](https://m8ven.ai/badge/mcp/cisco-ai-defense-mcp-scanner-17qm4a?variant=verified)](https://m8ven.ai/mcp/cisco-ai-defense-mcp-scanner-17qm4a)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 893327c54d223ea07296f68f32d8294f5c045f4a
code hash: 29f638f5045d398ede498d462e8574e024e2b04e1bb908193f7dcc689f3f1408
verified: 8/8/2026, 8:03:58 AM
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