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io.github.detection-forge/agentic-detection-lookups

detection-forge Scanned 1h ago

LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.

B
78.5 / 100

Versions

0.1.0latest
first seen May 19, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 6

detection_lookup_binary
annotations: none low

Check if a binary is a known LOLBAS (Windows) or GTFOBins (Linux) living-off-the-land binary. Provide the filename (e.g., 'certutil.exe', 'curl', 'python'). Returns risk level, abuse categories, MITRE ATT&CK technique IDs, description, and source. Searches both LOLBAS (Windows) and GTFOBins (Linux) datasets. If not found in either, returns {found: false} with a suggestion.

filename str
detection_check_parent_child
annotations: none low

Check if a process parent-child relationship is expected or suspicious. Provide parent and child process filenames (e.g., parent='winword.exe', child='cmd.exe'). Returns whether the relationship is expected, the risk if unexpected, MITRE technique, and triage notes.

child str parent str os_filter str
detection_list_by_category
annotations: none low

List all binaries in a specific abuse category. LOLBAS categories: Execute, Download, Upload, AWL Bypass, UAC Bypass, Compile, Credentials, Dump, Encode, Reconnaissance. GTFOBins categories: shell, reverse-shell, bind-shell, file-read, file-write, download, upload, library-load, command, inherit, privilege-escalation. Supports pagination via limit (default 50) and offset (default 0).

limit int offset int category str
detection_list_by_mitre
annotations: none low

List all binaries (LOLBAS + GTFOBins) mapped to a specific MITRE ATT&CK technique. Provide a technique ID like 'T1218', 'T1059.001', 'T1105', etc. Searching a parent technique (e.g., T1218) also returns sub-techniques (T1218.011). Supports pagination via limit (default 50) and offset (default 0).

limit int offset int technique_id str
detection_search
annotations: none low

Search across all lookup files for a text match. Searches filename, description, categories, MITRE IDs, and notes fields across LOLBAS, GTFOBins, and parent-child baselines. Returns up to `limit` results (default 20).

limit int query str
detection_list_lookups
annotations: none low

List all available lookup files and their metadata (row counts, columns). Use this tool to discover what datasets are available before querying.

Permissions 2

network medium
Server uses network capabilities via: requests
filesystem low
Server uses filesystem capabilities via: open(), os, pathlib

Scan Findings 33

low
Tool 'detection_lookup_binary' has no annotations annotation_checker · 100%
low
Tool 'detection_check_parent_child' has no annotations annotation_checker · 100%
low
Tool 'detection_list_by_category' has no annotations annotation_checker · 100%
low
Tool 'detection_list_by_mitre' has no annotations annotation_checker · 100%
low
Tool 'detection_search' has no annotations annotation_checker · 100%
low
Tool 'detection_list_lookups' has no annotations annotation_checker · 100%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-5h2m-4q8j-pqpj) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-c2jp-c369-7pvx) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-m8x7-r2rg-vh5g) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-mxxr-jv3v-6pgc) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-rcfx-77hg-w2wv) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-rj5c-58rq-j5g5) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-rww4-4w9c-7733) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (GHSA-vv7q-7jx5-f767) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-1364) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-1365) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-2474) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-2475) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-2476) dependency_analyzer · 95%
medium
Vulnerable dependency: fastmcp@2.0.0 (PYSEC-2026-338) dependency_analyzer · 95%
info
pyproject.toml metadata manifest_parser · 100%
info
Tool: detection_lookup_binary manifest_parser · 90%
info
Tool: detection_check_parent_child manifest_parser · 90%
info
Tool: detection_list_by_category manifest_parser · 90%
info
Tool: detection_list_by_mitre manifest_parser · 90%
info
Tool: detection_search manifest_parser · 90%
info
Tool: detection_list_lookups manifest_parser · 90%
info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
medium
Permission: network access detected permission_analyzer · 90%
low
Permission: filesystem access detected permission_analyzer · 80%
info
No dependency files found for SBOM generation sbom_generator · 100%
medium
No build provenance detected (SLSA L0) slsa_assessor · 90%