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tyron-pretorius/marketo-mcp

https://github.com/tyron-pretorius/marketo-mcp · scanned 2026-06-16 04:40 UTC (1 month, 2 weeks ago)

63 raw signals (0 security + 63 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v1 · 45 actionable findings from 1 signal source. 18 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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Combined
93.6
/100
Security checks
94
0 findings
System graph
94
44.4% cov · 45 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 0 Medium 0 Low 41 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 45 Crowd 0 Layer: Software 30 Quality 15
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Scan summary Repository scanned at 93.6/100 with 44.4% coverage. It contains 727 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 63 findings — concentrated in quality (33), software (30). Risk profile is low: 0 critical, 0 high, 0 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 41 of 45 actionable findings. 63 raw detector signals were grouped into reader-sized issues. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low System graph quality Production readiness conf 1.00 Composite production-readiness gap
Multiple low-cost hardening controls are missing together: license, ci. Opus verification showed these co-occurring gaps are a better readiness signal than reading each flag in isolation.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 18 occurrences Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: test_marketo_functions.py:parse_env_file, test_mcp_server.py:parse_env_file This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
18 occurrences
repo-level (18 hits)
duplicatesduplication
low System graph quality Integrity conf 1.00 2 occurrences Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: test_blended_server.py:connect, test_blended_server.py:close, test_mcp_server.py:connect, test_mcp_server.py:close This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docum…
2 occurrences
repo-level (2 hits)
duplicatesduplication
low System graph quality License conf 1.00 No license file detected
No LICENSE/COPYING/NOTICE file was found. Generated repositories often omit licensing, which blocks reuse and automated intake.
Repo hardeningGenerated repo pattern
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `no_v2` in test_blended_server.py:1653
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `no_v2` in test_marketo_functions.py:2667
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph quality Integrity conf 1.00 Old/deprecated-named symbol `no_v2` in test_mcp_server.py:2643
Names with suffixes like `_old`, `_v1`, `_deprecated` usually indicate replaced-but-not-removed code (typical AI-coder leftover). Confirm and delete, or rename if it's the active version.
old markerDead code
low System graph software Dead code conf 1.00 Possibly dead Python function: associateLead
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:897
low System graph software Dead code conf 1.00 Possibly dead Python function: changeLeadProgramStatus
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:850
low System graph software Dead code conf 1.00 Possibly dead Python function: createLeadFields
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:977
low System graph software Dead code conf 1.00 Possibly dead Python function: deleteCompanies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1207
low System graph software Dead code conf 1.00 Possibly dead Python function: deleteLeads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:804
low System graph software Dead code conf 1.00 Possibly dead Python function: describeCompanies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1218
low System graph software Dead code conf 1.00 Possibly dead Python function: describeLead2
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:815
low System graph software Dead code conf 1.00 Possibly dead Python function: env_creds
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
legacy_api.py:18
low System graph software Dead code conf 1.00 Possibly dead Python function: getCompanyFields
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1226
low System graph software Dead code conf 1.00 Possibly dead Python function: getCustomActivityTypes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1074
low System graph software Dead code conf 1.00 Possibly dead Python function: getDeletedLeads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1040
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadActivitiesByEmail
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:953
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadById
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:793
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadFieldByName
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:986
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadFields
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:967
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadListMembership
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:907
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadPartitions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:823
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadProgramMembership
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:917
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadsByProgram
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:840
low System graph software Dead code conf 1.00 Possibly dead Python function: getLeadSmartCampaignMembership
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:936
low System graph software Dead code conf 1.00 Possibly dead Python function: isMemberOfList
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1019
low System graph software Dead code conf 1.00 Possibly dead Python function: pushLeads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:859
low System graph software Dead code conf 1.00 Possibly dead Python function: queryCompanies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1183
low System graph software Dead code conf 1.00 Possibly dead Python function: removeLeadsFromList
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1007
low System graph software Dead code conf 1.00 Possibly dead Python function: submitForm
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:880
low System graph software Dead code conf 1.00 Possibly dead Python function: syncCompanies
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:1195
low System graph software Dead code conf 1.00 Possibly dead Python function: syncLeads
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:769
low System graph software Dead code conf 1.00 Possibly dead Python function: updateLeadField
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:994
low System graph software Dead code conf 1.00 Possibly dead Python function: updateLeadPartitions
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
marketo_functions.py:831
low System graph software Dead code conf 1.00 Possibly dead Python function: upstream_client_factory
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
mcp_server_blended.py:40
low System graph quality Complexity conf 1.00 Very large file: marketo_functions.py (3749 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: test_blended_server.py (1987 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: test_marketo_functions.py (2926 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
low System graph quality Complexity conf 1.00 Very large file: test_mcp_server.py (2927 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
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