{"version": "2.1.0", "$schema": "https://json.schemastore.org/sarif-2.1.0.json", "runs": [{"tool": {"driver": {"name": "Repobility", "informationUri": "https://repobility.com", "rules": [{"id": "SEC134", "name": "[SEC134] AI scaffold leftover \u2014 Lorem ipsum / example.com / John Doe in code: Lorem ipsum / John Doe / example.com left ", "shortDescription": {"text": "[SEC134] AI scaffold leftover \u2014 Lorem ipsum / example.com / John Doe in code: Lorem ipsum / John Doe / example.com left in non-test code. AI agents emit these as 'reasonable defaults' when they don't know real values; the human then forgets"}, "fullDescription": {"text": "Move dummy values to fixtures / seed files. In application code, require these to come from config or fail closed. Add a CI grep that rejects 'lorem ipsum' and 'example.com' outside test files."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC034", "name": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines o", "shortDescription": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines or control characters. Attackers inject `\\n` to forge fake log entries, hide tracks, or exploit downstream log parsers (S"}, "fullDescription": {"text": "Strip control characters before logging:\n  safe = user_input.replace('\\n','').replace('\\r','').replace('\\x00','')\n  logger.info('User action: %s', safe)\nAlways use parameterized logging (`%s` + args), never f-strings or string concat \u2014 that's also what mitigates log4shell-style attacks. For structured logging, use a JSON formatter that escapes values."}, "properties": {"scanner": "repobility-threat-engine", "category": "log_injection", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC123", "name": "[SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environme", "shortDescription": {"text": "[SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals \u2014 sometimes triggers RCE (Django debug page with arbitrary template eval)."}, "fullDescription": {"text": "Set DEBUG=False / APP_DEBUG=false in production. Provide a generic 500 handler that logs to backend but returns a sanitized page to clients."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED111", "name": "Bare except continues silently", "shortDescription": {"text": "Bare except continues silently"}, "fullDescription": {"text": "Bare `except:` (or `except Exception:`) that runs code without re-raising or logging the exception. Hides real failures and makes bugs hard to diagnose."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED109", "name": "Mutable default argument in `_exchange_token_authorization_code` (dict)", "shortDescription": {"text": "Mutable default argument in `_exchange_token_authorization_code` (dict)"}, "fullDescription": {"text": "`def _exchange_token_authorization_code(... = []/{}/set())` \u2014 Python's default value is constructed ONCE at function definition time and shared across all calls. Mutating it in one call mutates it for every future call too."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "WEB003", "name": "Public web service has no security.txt", "shortDescription": {"text": "Public web service has no security.txt"}, "fullDescription": {"text": "security.txt gives researchers and customers a safe disclosure channel. Public web apps and APIs should publish it under /.well-known/security.txt."}, "properties": {"scanner": "repobility-web-presence", "category": "quality", "severity": "medium", "confidence": 0.78, "cwe": "", "owasp": ""}}, {"id": "ERR001", "name": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG ", "shortDescription": {"text": "[ERR001] Silent Exception Swallowing: Silently swallowing all exceptions hides bugs. Even in cleanup code, log at DEBUG level."}, "fullDescription": {"text": "Log the error: `except Exception: logger.debug('cleanup failed', exc_info=True)`. Or handle specific exception types."}, "properties": {"scanner": "repobility-threat-engine", "category": "error_handling", "severity": "medium", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC005", "name": "[SEC005] Command Injection Risk: Unsafe shell execution or eval of user input.", "shortDescription": {"text": "[SEC005] Command Injection Risk: Unsafe shell execution or eval of user input."}, "fullDescription": {"text": "Use subprocess with shell=False and a list of args. Never eval user input."}, "properties": {"scanner": "repobility-threat-engine", "category": "injection", "severity": "medium", "confidence": 0.5, "cwe": "", "owasp": ""}}, {"id": "COMP001", "name": "[COMP001] High cognitive complexity: Function `replay_events_after` has cognitive complexity 9 (SonarSource scale). Cogn", "shortDescription": {"text": "[COMP001] High cognitive complexity: Function `replay_events_after` has cognitive complexity 9 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recu"}, "fullDescription": {"text": "Extract nested branches into named helper functions; flatten early-return / guard clauses; replace long if/elif chains with dispatch dicts or polymorphism. SonarQube's threshold for 'should refactor' is 15 \u2014 yours is 9."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "low", "confidence": 0.95, "cwe": "", "owasp": ""}}, {"id": "AIC003", "name": "Duplicated implementation block across source files", "shortDescription": {"text": "Duplicated implementation block across source files"}, "fullDescription": {"text": "Duplicated blocks are a common artifact when generated code is pasted or recreated instead of reused. They increase maintenance cost because every future bug fix must be found in multiple locations."}, "properties": {"scanner": "repobility-ai-code-hygiene", "category": "quality", "severity": "low", "confidence": 0.86, "cwe": "", "owasp": ""}}, {"id": "MINED074", "name": "[MINED074] Ai Tell Fake Citation: Plausible-looking but non-existent URLs (e.g., docs.example.com/v2). Common AI halluci", "shortDescription": {"text": "[MINED074] Ai Tell Fake Citation: Plausible-looking but non-existent URLs (e.g., docs.example.com/v2). Common AI hallucination."}, "fullDescription": {"text": "Review and fix per the pattern semantics."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED050", "name": "[MINED050] Stub Only Function (and 10 more): Same pattern found in 10 additional files. Review if needed.", "shortDescription": {"text": "[MINED050] Stub Only Function (and 10 more): Same pattern found in 10 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-1188 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED069", "name": "[MINED069] Debug True Prod (and 2 more): Same pattern found in 2 additional files. Review if needed.", "shortDescription": {"text": "[MINED069] Debug True Prod (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-489 / A05:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED043", "name": "[MINED043] Http Not Https (and 1 more): Same pattern found in 1 additional files. Review if needed.", "shortDescription": {"text": "[MINED043] Http Not Https (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-319 / A02:2021 for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC029", "name": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 8 more): Same pattern found in 8 additi", "shortDescription": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 8 more): Same pattern found in 8 additional files. Review if needed."}, "fullDescription": {"text": "Validate the URL against an allowlist BEFORE fetching:\n  ALLOWED = {'images.example.com', 'cdn.example.com'}\n  host = urlparse(url).hostname\n  if host not in ALLOWED: abort(400)\nOr use a server-side proxy (Imgproxy / serve-files-only-from-S3) that isolates outbound network access from the request handler.\nBlock private CIDRs explicitly: 10/8, 172.16/12, 192.168/16, 169.254/16."}, "properties": {"scanner": "repobility-threat-engine", "category": "ssrf", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "SEC020", "name": "[SEC020] Secret Printed to Logs (and 1 more): Same pattern found in 1 additional files. Review if needed.", "shortDescription": {"text": "[SEC020] Secret Printed to Logs (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "fullDescription": {"text": "Log only redacted, hashed, or last-four-style metadata. Rotate any secret that may have reached logs."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED062", "name": "[MINED062] Python Dataclass No Fields (and 11 more): Same pattern found in 11 additional files. Review if needed.", "shortDescription": {"text": "[MINED062] Python Dataclass No Fields (and 11 more): Same pattern found in 11 additional files. Review if needed."}, "fullDescription": {"text": "Review and fix per the pattern semantics."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 0.2, "cwe": "", "owasp": ""}}, {"id": "MINED064", "name": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services.", "shortDescription": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "fullDescription": {"text": "Review and fix per the pattern semantics."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "info", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC001", "name": "[SEC001] Hardcoded Password: Hardcoded password found in source code.", "shortDescription": {"text": "[SEC001] Hardcoded Password: Hardcoded password found in source code."}, "fullDescription": {"text": "Use environment variables or a secrets manager."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "info", "confidence": 0.1, "cwe": "", "owasp": ""}}, {"id": "SEC015", "name": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable.", "shortDescription": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "fullDescription": {"text": "Use secrets module (Python) or crypto.getRandomValues() (JS) for security-sensitive randomness."}, "properties": {"scanner": "repobility-threat-engine", "category": "crypto", "severity": "info", "confidence": 0.15, "cwe": "", "owasp": ""}}, {"id": "SEC030", "name": "[SEC030] Open Redirect \u2014 user-controlled redirect target: Redirect target is taken directly from user input without vali", "shortDescription": {"text": "[SEC030] Open Redirect \u2014 user-controlled redirect target: Redirect target is taken directly from user input without validating that the destination is local to the site. Attackers craft phishing URLs that appear to come from your domain but"}, "fullDescription": {"text": "Validate the redirect URL against an allowlist of safe destinations:\n  # Django:\n  from django.utils.http import url_has_allowed_host_and_scheme\n  if not url_has_allowed_host_and_scheme(url, allowed_hosts={request.get_host()}):\n      url = '/'  # safe default\nOr restrict to relative paths only: `if not url.startswith('/'): abort(400)`. Never accept external schemes without verification."}, "properties": {"scanner": "repobility-threat-engine", "category": "open_redirect", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED001", "name": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInt", "shortDescription": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-755 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC128", "name": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns", "shortDescription": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns an unhandled Promise. The outer function resolves before the inner work completes \u2014 DB writes lost, emails not sent, ra"}, "fullDescription": {"text": "Add `await` before each async call, or chain with `.then`. If you intentionally want fire-and-forget, prefix with `void` (TS) or assign to `_` (Python with `asyncio.create_task`) to make the intent explicit and survive lint."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED009", "name": "[MINED009] Floats For Money: Variable named price/amount/cost typed as float instead of Decimal.", "shortDescription": {"text": "[MINED009] Floats For Money: Variable named price/amount/cost typed as float instead of Decimal."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-682 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED006", "name": "[MINED006] Overcatch Baseexception: except BaseException: ... \u2014 prevents Ctrl+C and SystemExit from working.", "shortDescription": {"text": "[MINED006] Overcatch Baseexception: except BaseException: ... \u2014 prevents Ctrl+C and SystemExit from working."}, "fullDescription": {"text": "Review and fix per the pattern semantics. See CWE-705 /  for context."}, "properties": {"scanner": "repobility-threat-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED131", "name": "pre-commit hook `https://github.com/igorshubovych/markdownlint-cli` pinned to mutable rev `v0.45.0`", "shortDescription": {"text": "pre-commit hook `https://github.com/igorshubovych/markdownlint-cli` pinned to mutable rev `v0.45.0`"}, "fullDescription": {"text": "`.pre-commit-config.yaml` references `https://github.com/igorshubovych/markdownlint-cli` at `rev: v0.45.0`. If `{rev}` is a branch or version tag, the repo owner can push new code there and `pre-commit install --install-hooks` will fetch it on every developer's machine."}, "properties": {"scanner": "repobility-supply-chain", "category": "dependency", "severity": "high", "confidence": 0.9, "cwe": "", "owasp": ""}}, {"id": "MINED110", "name": "Blocking call `input` inside async function `start`", "shortDescription": {"text": "Blocking call `input` inside async function `start`"}, "fullDescription": {"text": "`input` is a synchronous (blocking) call. When invoked inside an `async def` it stalls the event loop, preventing every other coroutine in the process from making progress."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED108", "name": "`self._make_as_metadata` used but never assigned in __init__", "shortDescription": {"text": "`self._make_as_metadata` used but never assigned in __init__"}, "fullDescription": {"text": "Method `test_offline_access_not_added_when_as_does_not_support` of class `TestSEP2207OfflineAccessScope` reads `self._make_as_metadata`, but no assignment to it exists in __init__ (and no class-level fallback). This raises AttributeError the first time the method runs against an instance."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "MINED106", "name": "Phantom test coverage: test_elicit_url_fails_in_stateless_mode", "shortDescription": {"text": "Phantom test coverage: test_elicit_url_fails_in_stateless_mode"}, "fullDescription": {"text": "Test function `test_elicit_url_fails_in_stateless_mode` runs code but contains no assert / expect / should call \u2014 it passes regardless of behaviour. Adds line coverage without verifying anything."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "high", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC004", "name": "[SEC004] SQL Injection Risk: String interpolation in SQL execution. Allows SQL injection.", "shortDescription": {"text": "[SEC004] SQL Injection Risk: String interpolation in SQL execution. Allows SQL injection."}, "fullDescription": {"text": "Use parameterized queries: cursor.execute('SELECT * FROM t WHERE id = %s', [id]). For dynamic table or column names, choose identifiers from a hard-coded allowlist and keep values in parameters."}, "properties": {"scanner": "repobility-threat-engine", "category": "injection", "severity": "high", "confidence": 0.5, "cwe": "", "owasp": ""}}, {"id": "MINED107", "name": "Missing import: `queue` used but not imported", "shortDescription": {"text": "Missing import: `queue` used but not imported"}, "fullDescription": {"text": "The file uses `queue.something(...)` but never imports `queue`. This raises NameError at runtime the first time the line executes."}, "properties": {"scanner": "repobility-ast-engine", "category": "quality", "severity": "critical", "confidence": 1.0, "cwe": "", "owasp": ""}}, {"id": "SEC022", "name": "[SEC022] Database URL With Embedded Credential: A database connection URL contains an embedded username and password. Th", "shortDescription": {"text": "[SEC022] Database URL With Embedded Credential: A database connection URL contains an embedded username and password. These URLs are often copied into defaults, docs, and scripts, then leak working credentials."}, "fullDescription": {"text": "Remove the embedded password, require the URL from a secret store or environment variable, and rotate the database credential."}, "properties": {"scanner": "repobility-threat-engine", "category": "credential_exposure", "severity": "critical", "confidence": 0.45, "cwe": "", "owasp": ""}}]}}, "automationDetails": {"id": "repobility/189"}, "properties": {"repository": "modelcontextprotocol/python-sdk", "repoUrl": "https://github.com/modelcontextprotocol/python-sdk", "branch": "main"}, "results": [{"ruleId": "SEC134", "level": "warning", "message": {"text": "[SEC134] AI scaffold leftover \u2014 Lorem ipsum / example.com / John Doe in code: Lorem ipsum / John Doe / example.com left in non-test code. AI agents emit these as 'reasonable defaults' when they don't know real values; the human then forgets to swap them. In production, these break demo flows, send mail to a real example.com host (it's owned by IANA), and leak that the codebase had an AI scaffolding pass."}, "properties": {"repobilityId": 51045, "scanner": "repobility-threat-engine", "fingerprint": "38a869a76c6d70677f939069eb9092c3b5ff87f8d293669be617661d93882b68", "category": "quality", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "url=\"https://example.com", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC134", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|38a869a76c6d70677f939069eb9092c3b5ff87f8d293669be617661d93882b68"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/shared/exceptions.py"}, "region": {"startLine": 72}}}]}, {"ruleId": "SEC034", "level": "warning", "message": {"text": "[SEC034] Log Injection / Log Forging \u2014 unsanitized user input in log: User input is logged without sanitizing newlines or control characters. Attackers inject `\\n` to forge fake log entries, hide tracks, or exploit downstream log parsers (SIEM, splunk). Combined with template injection this can escalate to RCE (CVE-2021-44228 log4shell). CWE-117."}, "properties": {"repobilityId": 51043, "scanner": "repobility-threat-engine", "fingerprint": "8c4f795b115f4104cb959ffdee4ace6bf16eb3723b129bfed2a171bdf5258220", "category": "log_injection", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "logger.debug(f\"Received JSON: {body", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC034", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|8c4f795b115f4104cb959ffdee4ace6bf16eb3723b129bfed2a171bdf5258220"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/sse.py"}, "region": {"startLine": 244}}}]}, {"ruleId": "SEC123", "level": "warning", "message": {"text": "[SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals \u2014 sometimes triggers RCE (Django debug page with arbitrary template eval)."}, "properties": {"repobilityId": 51024, "scanner": "repobility-threat-engine", "fingerprint": "43cfc356161b7d8b14573a65d58779b091a69d51f51ad9cf45e95929841145dc", "category": "quality", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "debug=True", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC123", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|43cfc356161b7d8b14573a65d58779b091a69d51f51ad9cf45e95929841145dc"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-streamablehttp-stateless/mcp_simple_streamablehttp_stateless/server.py"}, "region": {"startLine": 104}}}]}, {"ruleId": "SEC123", "level": "warning", "message": {"text": "[SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals \u2014 sometimes triggers RCE (Django debug page with arbitrary template eval)."}, "properties": {"repobilityId": 51023, "scanner": "repobility-threat-engine", "fingerprint": "0d1cd78bd07fc7572ee53c68853f805eb1c31746bbd30f2f107cac00bd86af9b", "category": "quality", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "debug=True", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC123", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|0d1cd78bd07fc7572ee53c68853f805eb1c31746bbd30f2f107cac00bd86af9b"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/server.py"}, "region": {"startLine": 67}}}]}, {"ruleId": "SEC123", "level": "warning", "message": {"text": "[SEC123] Production stack trace / debug output exposed: Debug mode left on in production exposes stack traces, environment variables, framework internals \u2014 sometimes triggers RCE (Django debug page with arbitrary template eval)."}, "properties": {"repobilityId": 51022, "scanner": "repobility-threat-engine", "fingerprint": "25c5139c7b9a4a22922039e6381e290d4876a7155a1b1868fbfc7c09842adf5e", "category": "quality", "severity": "medium", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "debug=True", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC123", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|25c5139c7b9a4a22922039e6381e290d4876a7155a1b1868fbfc7c09842adf5e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": 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Breakdown: elif=1, for=1, if=3, nested_bonus=4."}, "properties": {"repobilityId": 51006, "scanner": "repobility-threat-engine", "fingerprint": "23473492d0e66b467daef5531a59b8abcbd109a035b6a480d26e73849fda7ce6", "category": "quality", "severity": "low", "confidence": 0.95, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "AST-derived cognitive complexity score = 9 (severity threshold for low: 8+).", "evidence": {"scanner": "repobility-threat-engine", "function": "replay_events_after", "breakdown": {"if": 3, "for": 1, "elif": 1, "nested_bonus": 4}, "complexity": 9, "correlation_key": "fp|23473492d0e66b467daef5531a59b8abcbd109a035b6a480d26e73849fda7ce6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-streamablehttp/mcp_simple_streamablehttp/event_store.py"}, "region": {"startLine": 68}}}]}, {"ruleId": "COMP001", "level": "note", "message": {"text": "[COMP001] High cognitive complexity: Function `_validate_resource` has cognitive complexity 8 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recursion all weigh in. Breakdown: elif=1, for=1, if=3, nested_bonus=3."}, "properties": {"repobilityId": 51005, "scanner": "repobility-threat-engine", "fingerprint": "229c4a3dd4c8dafbd31934db47241dd421c1d4c743eda2edafec96450fbcc094", "category": "quality", "severity": "low", "confidence": 0.95, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "AST-derived cognitive complexity score = 8 (severity threshold for low: 8+).", "evidence": {"scanner": "repobility-threat-engine", "function": "_validate_resource", "breakdown": {"if": 3, "for": 1, "elif": 1, "nested_bonus": 3}, "complexity": 8, "correlation_key": "fp|229c4a3dd4c8dafbd31934db47241dd421c1d4c743eda2edafec96450fbcc094"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/token_verifier.py"}, "region": {"startLine": 85}}}]}, {"ruleId": "COMP001", "level": "note", "message": {"text": "[COMP001] High cognitive complexity: Function `run` has cognitive complexity 8 (SonarSource scale). Cognitive complexity measures how hard the function is for a human to understand \u2014 nested branches, boolean chains, and recursion all weigh in. Breakdown: break=2, for=2, if=2, nested_bonus=2."}, "properties": {"repobilityId": 51004, "scanner": "repobility-threat-engine", "fingerprint": "43c79fa63d876951a5bd59869882621e6dac7bedfdce68eb5faf22a059598057", "category": "quality", "severity": "low", "confidence": 0.95, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "AST-derived cognitive complexity score = 8 (severity threshold for low: 8+).", "evidence": {"scanner": "repobility-threat-engine", "function": "run", "breakdown": {"if": 2, "for": 2, "break": 2, "nested_bonus": 2}, "complexity": 8, "correlation_key": "fp|43c79fa63d876951a5bd59869882621e6dac7bedfdce68eb5faf22a059598057"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/clients/simple-task-interactive-client/mcp_simple_task_interactive_client/main.py"}, "region": {"startLine": 74}}}]}, {"ruleId": "AIC003", "level": "note", "message": {"text": "Duplicated implementation block across source files"}, "properties": {"repobilityId": 5334, "scanner": "repobility-ai-code-hygiene", "fingerprint": "13a520df205adae97a0af9dc58b3979b5eb24e2253a06bc650735f1c099be1d6", "category": "quality", "severity": "low", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "A normalized source-code window appears in two different non-test files.", "evidence": {"lines": 12, "rule_id": "AIC003", "scanner": "repobility-ai-code-hygiene", "references": ["https://jscpd.dev/"], "duplicate_file": "src/mcp/server/experimental/task_support.py", "duplicate_line": 24, "correlation_key": "fp|13a520df205adae97a0af9dc58b3979b5eb24e2253a06bc650735f1c099be1d6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/lowlevel/experimental.py"}, "region": {"startLine": 98}}}]}, {"ruleId": "AIC003", "level": "note", "message": {"text": "Duplicated implementation block across source files"}, "properties": {"repobilityId": 5333, "scanner": "repobility-ai-code-hygiene", "fingerprint": "9e8c3057a2723242baa4b3f4af5aaa510552366de2e64151a94eda63736bc95b", "category": "quality", "severity": "low", "confidence": 0.86, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "A normalized source-code window appears in two different non-test files.", "evidence": {"lines": 12, "rule_id": "AIC003", "scanner": "repobility-ai-code-hygiene", "references": ["https://jscpd.dev/"], "duplicate_file": "src/mcp/server/experimental/session_features.py", "duplicate_line": 127, "correlation_key": "fp|9e8c3057a2723242baa4b3f4af5aaa510552366de2e64151a94eda63736bc95b"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/experimental/task_context.py"}, "region": {"startLine": 406}}}]}, {"ruleId": "MINED074", "level": "none", "message": {"text": "[MINED074] Ai Tell Fake Citation: Plausible-looking but non-existent URLs (e.g., docs.example.com/v2). Common AI hallucination."}, "properties": {"repobilityId": 51044, "scanner": "repobility-threat-engine", "fingerprint": "b374391201f6a764bc4560f6371fc380fd704920ac67dc1cd4b153e96e5c9964", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "ai-tell-fake-citation", "owasp": null, "cwe_ids": [], "languages": ["python", "javascript", "typescript", "markdown"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348074+00:00", "triaged_in_corpus": 10, "observations_count": 12281, "ai_coder_pattern_id": 176}, "scanner": "repobility-threat-engine", "correlation_key": "fp|b374391201f6a764bc4560f6371fc380fd704920ac67dc1cd4b153e96e5c9964"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/shared/_httpx_utils.py"}, "region": {"startLine": 52}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function (and 10 more): Same pattern found in 10 additional files. Review if needed."}, "properties": {"repobilityId": 51033, "scanner": "repobility-threat-engine", "fingerprint": "091a09b8c764f855918622fcf41c76ebcaf1ff1f761099248b190e861f32eaba", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 10 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|091a09b8c764f855918622fcf41c76ebcaf1ff1f761099248b190e861f32eaba", "aggregated_count": 10}}}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 51032, "scanner": "repobility-threat-engine", "fingerprint": "d3dbe563b4d4564ce4db54a052870f6390f386316f4885d84d68d5a0981688c8", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|d3dbe563b4d4564ce4db54a052870f6390f386316f4885d84d68d5a0981688c8"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/client/experimental/tasks.py"}, "region": {"startLine": 201}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 51031, "scanner": "repobility-threat-engine", "fingerprint": "6cffcfb5dcd780a25a7078f445ee4a44c8e8796cf12d8eba4a7967b3a0eb844d", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|6cffcfb5dcd780a25a7078f445ee4a44c8e8796cf12d8eba4a7967b3a0eb844d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/snippets/servers/lifespan_example.py"}, "region": {"startLine": 21}}}]}, {"ruleId": "MINED050", "level": "none", "message": {"text": "[MINED050] Stub Only Function: Function declared but body is just pass, return None, raise NotImplementedError, or TODO comment."}, "properties": {"repobilityId": 51030, "scanner": "repobility-threat-engine", "fingerprint": "58c055450c86e05ad200369d290ffd60200803d3e4f015ad85c08afa8b0c5d25", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "stub-only-function", "owasp": null, "cwe_ids": ["CWE-1188"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348017+00:00", "triaged_in_corpus": 12, "observations_count": 633513, "ai_coder_pattern_id": 2}, "scanner": "repobility-threat-engine", "correlation_key": "fp|58c055450c86e05ad200369d290ffd60200803d3e4f015ad85c08afa8b0c5d25"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/simple_auth_provider.py"}, "region": {"startLine": 266}}}]}, {"ruleId": "MINED069", "level": "none", "message": {"text": "[MINED069] Debug True Prod (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 51029, "scanner": "repobility-threat-engine", "fingerprint": "590230b5e962d7d6f840c1ee013acdd3403c41ee0e3742ac3f89de53ef403c46", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "debug-true-prod", "owasp": "A05:2021", "cwe_ids": ["CWE-489"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348063+00:00", "triaged_in_corpus": 12, "observations_count": 37393, "ai_coder_pattern_id": 17}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|590230b5e962d7d6f840c1ee013acdd3403c41ee0e3742ac3f89de53ef403c46", "aggregated_count": 2}}}, {"ruleId": "MINED069", "level": "none", "message": {"text": "[MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files."}, "properties": {"repobilityId": 51028, "scanner": "repobility-threat-engine", "fingerprint": "ca5956f5ecb5fff8cc10268c803f1750f74b4a029b726cefd9f04f79ec29e866", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "debug-true-prod", "owasp": "A05:2021", "cwe_ids": ["CWE-489"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348063+00:00", "triaged_in_corpus": 12, "observations_count": 37393, "ai_coder_pattern_id": 17}, "scanner": "repobility-threat-engine", "correlation_key": "fp|ca5956f5ecb5fff8cc10268c803f1750f74b4a029b726cefd9f04f79ec29e866"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-streamablehttp-stateless/mcp_simple_streamablehttp_stateless/server.py"}, "region": {"startLine": 104}}}]}, {"ruleId": "MINED069", "level": "none", "message": {"text": "[MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files."}, "properties": {"repobilityId": 51027, "scanner": "repobility-threat-engine", "fingerprint": "97aeed4ee7780be67c6d33409d1c3d3fcaa2217dd2fa51a0561b8714f8ae2cd5", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "debug-true-prod", "owasp": "A05:2021", "cwe_ids": ["CWE-489"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348063+00:00", "triaged_in_corpus": 12, "observations_count": 37393, "ai_coder_pattern_id": 17}, "scanner": "repobility-threat-engine", "correlation_key": "fp|97aeed4ee7780be67c6d33409d1c3d3fcaa2217dd2fa51a0561b8714f8ae2cd5"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/server.py"}, "region": {"startLine": 67}}}]}, {"ruleId": "MINED069", "level": "none", "message": {"text": "[MINED069] Debug True Prod: Django/Flask DEBUG=True or app.debug=True in non-test files."}, "properties": {"repobilityId": 51026, "scanner": "repobility-threat-engine", "fingerprint": "b97be408da5865b54a6a6362c4e6865d27e95400f20b3b58684c42872df8b239", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "debug-true-prod", "owasp": "A05:2021", "cwe_ids": ["CWE-489"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348063+00:00", "triaged_in_corpus": 12, "observations_count": 37393, "ai_coder_pattern_id": 17}, "scanner": "repobility-threat-engine", "correlation_key": "fp|b97be408da5865b54a6a6362c4e6865d27e95400f20b3b58684c42872df8b239"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/legacy_as_server.py"}, "region": {"startLine": 68}}}]}, {"ruleId": "SEC123", "level": "none", "message": {"text": "[SEC123] Production stack trace / debug output exposed (and 2 more): Same pattern found in 2 additional files. Review if needed."}, "properties": {"repobilityId": 51025, "scanner": "repobility-threat-engine", "fingerprint": "4c3b2cd34f335829c8b37089d8abf8102b9e3eced04336d2f77ffe021c8e4230", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 2 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC123", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|4c3b2cd34f335829c8b37089d8abf8102b9e3eced04336d2f77ffe021c8e4230"}}}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "properties": {"repobilityId": 51021, "scanner": "repobility-threat-engine", "fingerprint": "deede2eb215d875636a96303401dd81bf1c025789980c14394da92c4eaa2dcca", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|deede2eb215d875636a96303401dd81bf1c025789980c14394da92c4eaa2dcca", "aggregated_count": 1}}}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 51020, "scanner": "repobility-threat-engine", "fingerprint": "998f0cdbc23e945cadc6541f5522e3729504470fe60a560c04c8e35d6b078a97", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|998f0cdbc23e945cadc6541f5522e3729504470fe60a560c04c8e35d6b078a97"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/server.py"}, "region": {"startLine": 131}}}]}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 51019, "scanner": "repobility-threat-engine", "fingerprint": "68136bba3a7a0350da33b4f8fd0d741fabc868e9ad41600eff33310423124c75", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|68136bba3a7a0350da33b4f8fd0d741fabc868e9ad41600eff33310423124c75"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/legacy_as_server.py"}, "region": {"startLine": 122}}}]}, {"ruleId": "MINED043", "level": "none", "message": {"text": "[MINED043] Http Not Https: Hardcoded http:// (not localhost) for endpoints that handle credentials or data."}, "properties": {"repobilityId": 51018, "scanner": "repobility-threat-engine", "fingerprint": "f40a2ced0f3b47c3af1288c83407db0ca4acd8e3594874185f7237a0c84384eb", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "http-not-https", "owasp": "A02:2021", "cwe_ids": ["CWE-319"], "precision": 0.917, "promoted_at": "2026-05-18T14:01:32.347999+00:00", "triaged_in_corpus": 12, "observations_count": 4113831, "ai_coder_pattern_id": 15}, "scanner": "repobility-threat-engine", "correlation_key": "fp|f40a2ced0f3b47c3af1288c83407db0ca4acd8e3594874185f7237a0c84384eb"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/auth_server.py"}, "region": {"startLine": 172}}}]}, {"ruleId": "SEC029", "level": "none", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input (and 8 more): Same pattern found in 8 additional files. Review if needed."}, "properties": {"repobilityId": 51017, "scanner": "repobility-threat-engine", "fingerprint": "649d6d6fcdf017ef6b135647f3ec984864db51b5f2d71e3a11ae83a90e69859a", "category": "ssrf", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 8 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 8 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|649d6d6fcdf017ef6b135647f3ec984864db51b5f2d71e3a11ae83a90e69859a"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 1 more): Same pattern found in 1 additional files. Review if needed."}, "properties": {"repobilityId": 51013, "scanner": "repobility-threat-engine", "fingerprint": "b6edddaddab6b62ff63a87b52b7d7b3bab2a5af6b4d7361c1238d18c2c6e3162", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 1 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|b6edddaddab6b62ff63a87b52b7d7b3bab2a5af6b4d7361c1238d18c2c6e3162"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 51012, "scanner": "repobility-threat-engine", "fingerprint": "31108f04356ea5b3fea6fc090b7b8735c5ad684e849052a6431a33c4199d725e", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "evidence": {"match": "logger.exception(\"Unexpected error in authorization_handler\", exc_info=validation_error)", "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|22|logger.exception unexpected error in authorization_handler exc_info validation_error"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/auth/handlers/authorize.py"}, "region": {"startLine": 224}}}]}, {"ruleId": "MINED062", "level": "none", "message": {"text": "[MINED062] Python Dataclass No Fields (and 11 more): Same pattern found in 11 additional files. Review if needed."}, "properties": {"repobilityId": 51011, "scanner": "repobility-threat-engine", "fingerprint": "a438bc863a4695ac2aba7be1d05a87a6da22bd64119cedb075ce04cd78bfada2", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 11 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"mined": true, "mining": {"slug": "python-dataclass-no-fields", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348046+00:00", "triaged_in_corpus": 10, "observations_count": 92448, "ai_coder_pattern_id": 144}, "scanner": "repobility-threat-engine", "aggregated": true, "correlation_key": "fp|a438bc863a4695ac2aba7be1d05a87a6da22bd64119cedb075ce04cd78bfada2", "aggregated_count": 11}}}, {"ruleId": "MINED062", "level": "none", "message": {"text": "[MINED062] Python Dataclass No Fields: @dataclass over an empty class \u2014 unfinished model."}, "properties": {"repobilityId": 51010, "scanner": "repobility-threat-engine", "fingerprint": "e6dc6c2efb68623d4867d5e74d02cd698b55c42cd2ab512e8c9b1da239e3673f", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-dataclass-no-fields", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348046+00:00", "triaged_in_corpus": 10, "observations_count": 92448, "ai_coder_pattern_id": 144}, "scanner": "repobility-threat-engine", "correlation_key": "fp|e6dc6c2efb68623d4867d5e74d02cd698b55c42cd2ab512e8c9b1da239e3673f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/sse-polling-demo/mcp_sse_polling_demo/event_store.py"}, "region": {"startLine": 18}}}]}, {"ruleId": "MINED062", "level": "none", "message": {"text": "[MINED062] Python Dataclass No Fields: @dataclass over an empty class \u2014 unfinished model."}, "properties": {"repobilityId": 51009, "scanner": "repobility-threat-engine", "fingerprint": "96976723a0b9d09a6317a98d6203b5b9b7c4b96cf56351bb95db3299f233a11a", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-dataclass-no-fields", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348046+00:00", "triaged_in_corpus": 10, "observations_count": 92448, "ai_coder_pattern_id": 144}, "scanner": "repobility-threat-engine", "correlation_key": "fp|96976723a0b9d09a6317a98d6203b5b9b7c4b96cf56351bb95db3299f233a11a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-streamablehttp/mcp_simple_streamablehttp/event_store.py"}, "region": {"startLine": 18}}}]}, {"ruleId": "MINED062", "level": "none", "message": {"text": "[MINED062] Python Dataclass No Fields: @dataclass over an empty class \u2014 unfinished model."}, "properties": {"repobilityId": 51008, "scanner": "repobility-threat-engine", "fingerprint": "1950796225aff23d2c77f4f4aec6119875c9739a3ada168bc62aaf2dd6693ef4", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-dataclass-no-fields", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348046+00:00", "triaged_in_corpus": 10, "observations_count": 92448, "ai_coder_pattern_id": 144}, "scanner": "repobility-threat-engine", "correlation_key": "fp|1950796225aff23d2c77f4f4aec6119875c9739a3ada168bc62aaf2dd6693ef4"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/mcpserver/weather_structured.py"}, "region": {"startLine": 72}}}]}, {"ruleId": "COMP001", "level": "none", "message": {"text": "[COMP001] High cognitive complexity (and 34 more): Same pattern found in 34 additional files. Review if needed."}, "properties": {"repobilityId": 51007, "scanner": "repobility-threat-engine", "fingerprint": "f32658a5bd3d365389dc9d8dcea6e6d2e8635eb72198c95a3e3592aeed9da33b", "category": "quality", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 34 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"scanner": "repobility-threat-engine", "function": "run", "breakdown": {"if": 2, "for": 2, "break": 2, "nested_bonus": 2}, "aggregated": true, "complexity": 8, "correlation_key": "fp|f32658a5bd3d365389dc9d8dcea6e6d2e8635eb72198c95a3e3592aeed9da33b", "aggregated_count": 34}}}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 51003, "scanner": "repobility-threat-engine", "fingerprint": "31363ccd2f88659c330c813078ce8b57f65df2319b84ee4cf1cdb2c9d6de4f37", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|31363ccd2f88659c330c813078ce8b57f65df2319b84ee4cf1cdb2c9d6de4f37"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/snippets/clients/url_elicitation_client.py"}, "region": {"startLine": 103}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 51002, "scanner": "repobility-threat-engine", "fingerprint": "1db810f8f08a8665a55370d4d4be50e6dbead96c511bc357098bb7400c49fd51", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|1db810f8f08a8665a55370d4d4be50e6dbead96c511bc357098bb7400c49fd51"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/snippets/clients/oauth_client.py"}, "region": {"startLine": 50}}}]}, {"ruleId": "MINED064", "level": "none", "message": {"text": "[MINED064] Python Input Call: input() blocks for stdin. Inappropriate in services."}, "properties": {"repobilityId": 51001, "scanner": "repobility-threat-engine", "fingerprint": "ea8bdce60cf010ddd5e96da9f94d7600fd22b25c170821a6bc5794a81ab08409", "category": "quality", "severity": "info", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "python-input-call", "owasp": null, "cwe_ids": [], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.348050+00:00", "triaged_in_corpus": 12, "observations_count": 66378, "ai_coder_pattern_id": 124}, "scanner": "repobility-threat-engine", "correlation_key": "fp|ea8bdce60cf010ddd5e96da9f94d7600fd22b25c170821a6bc5794a81ab08409"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/clients/simple-task-interactive-client/mcp_simple_task_interactive_client/main.py"}, "region": {"startLine": 33}}}]}, {"ruleId": "SEC001", "level": "none", "message": {"text": "[SEC001] Hardcoded Password: Hardcoded password found in source code."}, "properties": {"repobilityId": 5343, "scanner": "repobility-threat-engine", "fingerprint": "896c0c9426b25bd5297a076b9d7044e8c5c149e3f8d76a80f0fbe365a5764342", "category": "credential_exposure", "severity": "info", "confidence": 0.1, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Safe context pattern detected", "evidence": {"match": "password=\"<redacted>\"", "reason": "Safe context pattern detected", "rule_id": "SEC001", "scanner": "repobility-threat-engine", "confidence": 0.1, "correlation_key": "secret|token|7|password redacted"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/shared/_httpx_utils.py"}, "region": {"startLine": 75}}}]}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs (and 4 more): Same pattern found in 4 additional files. Review if needed."}, "properties": {"repobilityId": 5341, "scanner": "repobility-threat-engine", "fingerprint": "019b39b089e0a5300e633ba49803bcfe4794f6c5a6a074ad04df1b5dc533e687", "category": "credential_exposure", "severity": "info", "confidence": 0.2, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Deduplicated summary only: 4 additional occurrences found. The top occurrences remain visible as actionable findings.", "evidence": {"reason": "Deduplicated summary only: 4 additional occurrences found. The top occurrences remain visible as actionable findings.", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.2, "correlation_key": "fp|019b39b089e0a5300e633ba49803bcfe4794f6c5a6a074ad04df1b5dc533e687"}}}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 5340, "scanner": "repobility-threat-engine", "fingerprint": "d22b25e5608f55c5b56bd9da5e8f61590be953e3da62ae5eb5bd640bea2e679b", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "evidence": {"match": "logger.error(\"Make sure to provide a valid Authorization Server URL\")", "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|14|logger.error make sure to provide a valid authorization server url"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/server.py"}, "region": {"startLine": 142}}}]}, {"ruleId": "SEC020", "level": "none", "message": {"text": "[SEC020] Secret Printed to Logs: Debug or diagnostic code appears to print a credential-bearing value. This is a frequent AI-assisted coding failure: the helper exposes the exact value needed for troubleshooting."}, "properties": {"repobilityId": 5339, "scanner": "repobility-threat-engine", "fingerprint": "923981fa9ec27e39d918c6361547ea501a311b09cfcce30fd556a954b280efb0", "category": "credential_exposure", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "evidence": {"match": "logger.debug(f\"Token introspection returned status {response.status_code}\")", "reason": "Log message mentions credential-related metadata but does not print a credential-bearing value", "rule_id": "SEC020", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "secret|token|5|logger.debug f token introspection returned status response.status_code"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/token_verifier.py"}, "region": {"startLine": 60}}}]}, {"ruleId": "SEC015", "level": "none", "message": {"text": "[SEC015] Insecure Randomness for Security: Weak PRNG used in security-sensitive context. Output is predictable."}, "properties": {"repobilityId": 5337, "scanner": "repobility-threat-engine", "fingerprint": "7451fbef35fbe3e8cb10f2e0c90a66e41d6423e0f488c06bd48a903354c5b80c", "category": "crypto", "severity": "info", "confidence": 0.15, "triageState": "false_positive", "verdict": "likely_fp", "isResolved": true, "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "evidence": {"match": "random.randint(", "reason": "Weak PRNG appears to be used for non-security behavior (UI, sampling, demos, shuffling, or backoff), not for secrets", "rule_id": "SEC015", "scanner": "repobility-threat-engine", "confidence": 0.15, "correlation_key": "code|crypto|token|58|sec015"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/structured-output-lowlevel/mcp_structured_output_lowlevel/__main__.py"}, "region": {"startLine": 58}}}]}, {"ruleId": "SEC030", "level": "error", "message": {"text": "[SEC030] Open Redirect \u2014 user-controlled redirect target: Redirect target is taken directly from user input without validating that the destination is local to the site. Attackers craft phishing URLs that appear to come from your domain but land on attacker-controlled pages \u2014 common in OAuth callback flows, post-login redirects, and `next=` parameters. CWE-601."}, "properties": {"repobilityId": 51042, "scanner": "repobility-threat-engine", "fingerprint": "e957b46511e976ece4bdd013af6f65df459f1b8854a7cdbec0a455604809d195", "category": "open_redirect", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "RedirectResponse(\n                    url=construct_redirect_uri(str(redirect", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC030", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|e957b46511e976ece4bdd013af6f65df459f1b8854a7cdbec0a455604809d195"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/auth/handlers/authorize.py"}, "region": {"startLine": 131}}}]}, {"ruleId": "MINED001", "level": "error", "message": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "properties": {"repobilityId": 51041, "scanner": "repobility-threat-engine", "fingerprint": "358e7e1565fdd34690c829bac0ac77024472aa11c9eabd765af2bdfaea9ab24d", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "bare-except-pass", "owasp": null, "cwe_ids": ["CWE-755"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347744+00:00", "triaged_in_corpus": 15, "observations_count": 1550824, "ai_coder_pattern_id": 6}, "scanner": "repobility-threat-engine", "correlation_key": "fp|358e7e1565fdd34690c829bac0ac77024472aa11c9eabd765af2bdfaea9ab24d"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/experimental/task_result_handler.py"}, "region": {"startLine": 170}}}]}, {"ruleId": "MINED001", "level": "error", "message": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "properties": {"repobilityId": 51040, "scanner": "repobility-threat-engine", "fingerprint": "840261d01c09463da78f014632c158bc14b756c1f3cb5b2bf11f60433bc0bd2a", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "bare-except-pass", "owasp": null, "cwe_ids": ["CWE-755"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347744+00:00", "triaged_in_corpus": 15, "observations_count": 1550824, "ai_coder_pattern_id": 6}, "scanner": "repobility-threat-engine", "correlation_key": "fp|840261d01c09463da78f014632c158bc14b756c1f3cb5b2bf11f60433bc0bd2a"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/os/win32/utilities.py"}, "region": {"startLine": 302}}}]}, {"ruleId": "MINED001", "level": "error", "message": {"text": "[MINED001] Bare Except Pass: except: pass or except Exception: pass \u2014 silently swallows everything including KeyboardInterrupt and bugs."}, "properties": {"repobilityId": 51039, "scanner": "repobility-threat-engine", "fingerprint": "aab0aec661a88835630dbd656544da56c6db013a7e4c4c310603746efd4fe1b7", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "bare-except-pass", "owasp": null, "cwe_ids": ["CWE-755"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347744+00:00", "triaged_in_corpus": 15, "observations_count": 1550824, "ai_coder_pattern_id": 6}, "scanner": "repobility-threat-engine", "correlation_key": "fp|aab0aec661a88835630dbd656544da56c6db013a7e4c4c310603746efd4fe1b7"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/os/posix/utilities.py"}, "region": {"startLine": 43}}}]}, {"ruleId": "SEC128", "level": "error", "message": {"text": "[SEC128] Async function without await \u2014 fire-and-forget Promise (AI mistake): Async call invoked without `await` returns an unhandled Promise. The outer function resolves before the inner work completes \u2014 DB writes lost, emails not sent, race conditions. This is one of the top-3 errors AI coders make: they understand async-shape but drop the await keyword when chaining multiple ops. Surfaces as flaky tests or silently dropped data in production."}, "properties": {"repobilityId": 51038, "scanner": "repobility-threat-engine", "fingerprint": "c9df8ed5b353c454f018018ba353769fdf6d45276d1bc784f6df402d2f3ac92c", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "packages.update(pkg for pkg in with_packages if pkg)", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC128", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|c9df8ed5b353c454f018018ba353769fdf6d45276d1bc784f6df402d2f3ac92c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/cli/claude.py"}, "region": {"startLine": 107}}}]}, {"ruleId": "MINED009", "level": "error", "message": {"text": "[MINED009] Floats For Money: Variable named price/amount/cost typed as float instead of Decimal."}, "properties": {"repobilityId": 51037, "scanner": "repobility-threat-engine", "fingerprint": "fb7966030d0dd2117235e748c2de7e19849e861e1c5483ded16be12cdfcd9485", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "floats-for-money", "owasp": null, "cwe_ids": ["CWE-682"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347918+00:00", "triaged_in_corpus": 15, "observations_count": 208571, "ai_coder_pattern_id": 20}, "scanner": "repobility-threat-engine", "correlation_key": "fp|fb7966030d0dd2117235e748c2de7e19849e861e1c5483ded16be12cdfcd9485"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/server/mcpserver/context.py"}, "region": {"startLine": 87}}}]}, {"ruleId": "MINED009", "level": "error", "message": {"text": "[MINED009] Floats For Money: Variable named price/amount/cost typed as float instead of Decimal."}, "properties": {"repobilityId": 51036, "scanner": "repobility-threat-engine", "fingerprint": "1cd917a8a975e1c33188d6c33e78dc9808b337ace65d0e192e5a7c4854f8e5c6", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "floats-for-money", "owasp": null, "cwe_ids": ["CWE-682"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347918+00:00", "triaged_in_corpus": 15, "observations_count": 208571, "ai_coder_pattern_id": 20}, "scanner": "repobility-threat-engine", "correlation_key": "fp|1cd917a8a975e1c33188d6c33e78dc9808b337ace65d0e192e5a7c4854f8e5c6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "src/mcp/client/client.py"}, "region": {"startLine": 177}}}]}, {"ruleId": "MINED009", "level": "error", "message": {"text": "[MINED009] Floats For Money: Variable named price/amount/cost typed as float instead of Decimal."}, "properties": {"repobilityId": 51035, "scanner": "repobility-threat-engine", "fingerprint": "0d0cd004d4b3b57e54da5f805e2f9cb36f0acf34a72ffeae85f57bd009c3483c", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "floats-for-money", "owasp": null, "cwe_ids": ["CWE-682"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347918+00:00", "triaged_in_corpus": 15, "observations_count": 208571, "ai_coder_pattern_id": 20}, "scanner": "repobility-threat-engine", "correlation_key": "fp|0d0cd004d4b3b57e54da5f805e2f9cb36f0acf34a72ffeae85f57bd009c3483c"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/snippets/servers/elicitation.py"}, "region": {"startLine": 54}}}]}, {"ruleId": "MINED006", "level": "error", "message": {"text": "[MINED006] Overcatch Baseexception: except BaseException: ... \u2014 prevents Ctrl+C and SystemExit from working."}, "properties": {"repobilityId": 51034, "scanner": "repobility-threat-engine", "fingerprint": "4975c722a4c26d7651240ccc48f969922593d97ebd44c3655ecd98f460686f76", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"mined": true, "mining": {"slug": "overcatch-baseexception", "owasp": null, "cwe_ids": ["CWE-705"], "languages": ["python"], "precision": 1.0, "promoted_at": "2026-05-18T14:01:32.347911+00:00", "triaged_in_corpus": 15, "observations_count": 230624, "ai_coder_pattern_id": 8}, "scanner": "repobility-threat-engine", "correlation_key": "fp|4975c722a4c26d7651240ccc48f969922593d97ebd44c3655ecd98f460686f76"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/snippets/clients/url_elicitation_client.py"}, "region": {"startLine": 269}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 51016, "scanner": "repobility-threat-engine", "fingerprint": "e3d4d851c8b539d7e1fbc622e004fc6fce4c054dd9a97b9089432cd94c2219da", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "Url(a", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|e3d4d851c8b539d7e1fbc622e004fc6fce4c054dd9a97b9089432cd94c2219da"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/server.py"}, "region": {"startLine": 127}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 51015, "scanner": "repobility-threat-engine", "fingerprint": "fe96bc8a15b64ea371ecdf28b052e855f7e88dc9fe4448822ce737d0ffa32a3f", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "Url(s", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|fe96bc8a15b64ea371ecdf28b052e855f7e88dc9fe4448822ce737d0ffa32a3f"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/legacy_as_server.py"}, "region": {"startLine": 126}}}]}, {"ruleId": "SEC029", "level": "error", "message": {"text": "[SEC029] Server-Side Request Forgery (SSRF) \u2014 outbound HTTP from user input: Outbound HTTP request to a user-controlled URL without allowlist validation. Attackers can probe internal services (169.254.169.254 metadata, internal Kubernetes endpoints, file:// URIs), exfiltrate data, or pivot through your network. SSRF is OWASP A10:2021 and a frequent foothold in cloud breaches."}, "properties": {"repobilityId": 51014, "scanner": "repobility-threat-engine", "fingerprint": "37ceda34fa22394ee7607f5f45935626e31b84cb26415c5fdfdbf90ae34b36ec", "category": "ssrf", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "confirmed", "isResolved": false, "reason": "Pattern matched with no mitigating context found", "evidence": {"match": "Url(s", "reason": "Pattern matched with no mitigating context found", "rule_id": "SEC029", "scanner": "repobility-threat-engine", "confidence": 1.0, "correlation_key": "fp|37ceda34fa22394ee7607f5f45935626e31b84cb26415c5fdfdbf90ae34b36ec"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/servers/simple-auth/mcp_simple_auth/auth_server.py"}, "region": {"startLine": 176}}}]}, {"ruleId": "MINED131", "level": "error", "message": {"text": "pre-commit hook `https://github.com/igorshubovych/markdownlint-cli` pinned to mutable rev `v0.45.0`"}, "properties": {"repobilityId": 51000, "scanner": "repobility-supply-chain", "fingerprint": "4c2333d2f4c804afa9654ff477bd800cad2940bc5c5a4a3c724983fe36068437", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "precommit-untrusted-repo", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|4c2333d2f4c804afa9654ff477bd800cad2940bc5c5a4a3c724983fe36068437"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".pre-commit-config.yaml"}, "region": {"startLine": 14}}}]}, {"ruleId": "MINED131", "level": "error", "message": {"text": "pre-commit hook `https://github.com/pre-commit/mirrors-prettier` pinned to mutable rev `v3.1.0`"}, "properties": {"repobilityId": 50999, "scanner": "repobility-supply-chain", "fingerprint": "c0d0b32b5273c3afb74d04149b306f8e52fca23ab4c0e1af1551ffb2f82502e6", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "precommit-untrusted-repo", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|c0d0b32b5273c3afb74d04149b306f8e52fca23ab4c0e1af1551ffb2f82502e6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".pre-commit-config.yaml"}, "region": {"startLine": 8}}}]}, {"ruleId": "MINED131", "level": "error", "message": {"text": "pre-commit hook `https://github.com/pre-commit/pre-commit-hooks` pinned to mutable rev `v6.0.0`"}, "properties": {"repobilityId": 50998, "scanner": "repobility-supply-chain", "fingerprint": "68602c63ab8392c3103b4e71e6b7a82861d057700a3fecfc68de57a4a368109e", "category": "dependency", "severity": "high", "confidence": 0.9, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "precommit-untrusted-repo", "owasp": "A08:2021", "cwe_ids": ["CWE-829"], "languages": ["yaml"], "observations_count": 0}, "scanner": "repobility-supply-chain", "correlation_key": "fp|68602c63ab8392c3103b4e71e6b7a82861d057700a3fecfc68de57a4a368109e"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": ".pre-commit-config.yaml"}, "region": {"startLine": 4}}}]}, {"ruleId": "MINED110", "level": "error", "message": {"text": "Blocking call `input` inside async function `start`"}, "properties": {"repobilityId": 50985, "scanner": "repobility-ast-engine", "fingerprint": "88c1d97bb4c169623803d5e0759dc68cb4326ce62419d3d073de17ca8fe0db55", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "asyncio-blocking-call", "owasp": null, "cwe_ids": ["CWE-833"], "languages": ["python"], "observations_count": 31606}, "scanner": "repobility-ast-engine", "correlation_key": "fp|88c1d97bb4c169623803d5e0759dc68cb4326ce62419d3d073de17ca8fe0db55"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/clients/simple-chatbot/mcp_simple_chatbot/main.py"}, "region": {"startLine": 376}}}]}, {"ruleId": "MINED110", "level": "error", "message": {"text": "Blocking call `input` inside async function `elicitation_callback`"}, "properties": {"repobilityId": 50984, "scanner": "repobility-ast-engine", "fingerprint": "374cd4c6a773b47c7eb4ea1ab0708766659340e59ef7fe532f3d5eef720e7954", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "asyncio-blocking-call", "owasp": null, "cwe_ids": ["CWE-833"], "languages": ["python"], "observations_count": 31606}, "scanner": "repobility-ast-engine", "correlation_key": "fp|374cd4c6a773b47c7eb4ea1ab0708766659340e59ef7fe532f3d5eef720e7954"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/clients/simple-task-interactive-client/mcp_simple_task_interactive_client/main.py"}, "region": {"startLine": 33}}}]}, {"ruleId": "MINED110", "level": "error", "message": {"text": "Blocking call `input` inside async function `interactive_loop`"}, "properties": {"repobilityId": 50980, "scanner": "repobility-ast-engine", "fingerprint": "a5094a770c24434cb2bd40920049901c170f4ab20b75c44cf0c015e4378a2eb6", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "asyncio-blocking-call", "owasp": null, "cwe_ids": ["CWE-833"], "languages": ["python"], "observations_count": 31606}, "scanner": "repobility-ast-engine", "correlation_key": "fp|a5094a770c24434cb2bd40920049901c170f4ab20b75c44cf0c015e4378a2eb6"}}, "locations": [{"physicalLocation": {"artifactLocation": {"uri": "examples/clients/simple-auth-client/mcp_simple_auth_client/main.py"}, "region": {"startLine": 311}}}]}, {"ruleId": "MINED110", "level": "error", "message": {"text": "Blocking call `input` inside async function `run_command_loop`"}, "properties": {"repobilityId": 50977, "scanner": "repobility-ast-engine", "fingerprint": "15a4cabed64b16bbe024ed8f3d925096ab1d99477d9bdae89b5e6cd6600330d0", "category": "quality", "severity": "high", "confidence": 1.0, "triageState": "open", "verdict": "", "isResolved": false, "reason": "", "evidence": {"mined": true, "mining": {"slug": "asyncio-blocking-call", "owasp": null, "cwe_ids": ["CWE-833"], "languages": ["python"], "observations_count": 31606}, "scanner": "repobility-ast-engine", "correlation_key": "fp|15a4cabed64b16bbe024ed8f3d925096ab1d99477d9bdae89b5e6cd6600330d0"}}, "locations": [{"physicalLocation": 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