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damionrashford/RivalSearchMCP

https://github.com/damionrashford/RivalSearchMCP · scanned 2026-05-15 06:14 UTC (3 weeks ago) · 10 languages

105 findings (50 legacy + 55 scanner) 89th percentile · Python · small (2-20K LoC) Scanner says 91 (lower by 6)

File as issue Image v2 schema
UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 3 weeks ago · v1 · 47 findings from 1 source. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
92.2
/100
Repobility
94
47 legacy
9-layer
91
100.0% cov · 0 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 100.0 0.15 15.00
security_score 96.3 0.25 24.07
testing_score 87.0 0.20 17.40
documentation_score 74.0 0.15 11.10
practices_score 65.0 0.15 9.75
code_quality 71.0 0.10 7.10
Overall 1.00 84.4
Calibrated penalty buckets (security_score): web: 1.6 · agent: 2.1
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 40 Medium 7 Low 0 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 47 9-layer 0 Crowd 0 Layer: Quality 16 Security 18 Software 13

All 768 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
_wrap_http_app_with_security_middleware software healthy server.py:161
_http_app software healthy server.py:168
app software healthy tests/test_inmemory_transport.py:20
test_tools_list_matches_registered software healthy tests/test_inmemory_transport.py:27
test_prompts_list software healthy tests/test_inmemory_transport.py:50
test_prompt_get_returns_message_objects software healthy tests/test_inmemory_transport.py:66
test_tool_schemas_exclude_injected_ctx software healthy tests/test_inmemory_transport.py:84
test_research_memory_list_sessions software healthy tests/test_inmemory_transport.py:96
pytest_configure software healthy tests/conftest.py:8
pytest_runtest_setup software healthy tests/conftest.py:15
pytest_runtest_teardown software healthy tests/conftest.py:20
pytest_runtest_logreport software healthy tests/conftest.py:25
pytest_sessionfinish software healthy tests/conftest.py:33
test_has_null_id_helper software healthy tests/test_null_id_validation.py:12
http_client software healthy tests/test_null_id_validation.py:24
test_rejects_null_id_request software healthy tests/test_null_id_validation.py:32
test_allows_valid_request_id_string software healthy tests/test_null_id_validation.py:49
test_allows_notification_without_id software healthy tests/test_null_id_validation.py:61
http_client software healthy tests/test_cors_validation.py:16
test_rejects_arbitrary_origin software healthy tests/test_cors_validation.py:27
test_allows_localhost_for_local_development software healthy tests/test_cors_validation.py:43
test_rejects_preflight_from_untrusted_origin software healthy tests/test_cors_validation.py:62
test_allows_trusted_origin software healthy tests/test_cors_validation.py:77
test_preflight_from_trusted_origin software healthy tests/test_cors_validation.py:93
test_no_origin_header_passes_through software healthy tests/test_cors_validation.py:112
test_get_allowed_origins_defaults software healthy tests/test_cors_validation.py:126
test_get_allowed_origins_from_env software healthy tests/test_cors_validation.py:135
create_client software healthy tests/mcp_client.py:26
demo software healthy tests/mcp_client.py:52
call_tool software healthy tests/test_all_tools_comprehensive.py:13
main software healthy tests/run.py:26
__init__ software healthy tests/test_logging.py:27
write software healthy tests/test_logging.py:31
flush software healthy tests/test_logging.py:40
isatty software healthy tests/test_logging.py:47
fileno software healthy tests/test_logging.py:50
setup_test_logging software healthy tests/test_logging.py:54
log_test_event software healthy tests/test_logging.py:96
get_log_path software healthy tests/test_logging.py:119
test_web_search_params software healthy tests/param_test_runner.py:22
test_social_search_params software healthy tests/param_test_runner.py:36
test_news_aggregation_params software healthy tests/param_test_runner.py:62
test_github_search_params software healthy tests/param_test_runner.py:73
test_content_operations_params software healthy tests/param_test_runner.py:84
test_map_website_params software healthy tests/param_test_runner.py:109
test_research_topic_params software healthy tests/param_test_runner.py:120
test_scientific_research_params software healthy tests/param_test_runner.py:132
test_document_analysis_params software healthy tests/param_test_runner.py:156
test_research_agent_params software healthy tests/param_test_runner.py:166
_run_tests software healthy tests/param_test_runner.py:179

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
README.md software healthy README.md
CLAUDE.md software healthy CLAUDE.md
fastmcp.json software healthy fastmcp.json
.pre-commit-config.yaml software healthy .pre-commit-config.yaml
server.py software healthy server.py
pyproject.toml software healthy pyproject.toml
requirements.txt software healthy requirements.txt
AGENTS.md software healthy AGENTS.md
run_tests_with_logging.py software warning tests/run_tests_with_logging.py
test_inmemory_transport.py software healthy tests/test_inmemory_transport.py
conftest.py software healthy tests/conftest.py
CLAUDE.md software healthy tests/CLAUDE.md
test_null_id_validation.py software healthy tests/test_null_id_validation.py
param_test_web_search.md software healthy tests/param_test_web_search.md
browser_client.html software healthy tests/browser_client.html
test_cors_validation.py software healthy tests/test_cors_validation.py
mcp_client.py software healthy tests/mcp_client.py
test_all_tools_comprehensive.py software healthy tests/test_all_tools_comprehensive.py
run.py software healthy tests/run.py
test_logging.py software healthy tests/test_logging.py
AGENTS.md software healthy tests/AGENTS.md
param_test_runner.py software healthy tests/param_test_runner.py
test_web_search.py software healthy tests/tools/test_web_search.py
test_github_search.py software healthy tests/tools/test_github_search.py
__init__.py software healthy tests/tools/__init__.py
test_document_analysis.py software healthy tests/tools/test_document_analysis.py
test_scientific_research.py software healthy tests/tools/test_scientific_research.py
test_map_website.py software healthy tests/tools/test_map_website.py
test_social_search.py software healthy tests/tools/test_social_search.py
test_content_operations.py software healthy tests/tools/test_content_operations.py
test_news_aggregation.py software healthy tests/tools/test_news_aggregation.py
test_research_topic.py software healthy tests/tools/test_research_topic.py
SKILL.md software healthy skills/rival-search-mcp/SKILL.md
content.md software healthy skills/rival-search-mcp/resources/content.md
search.md software healthy skills/rival-search-mcp/resources/search.md
research.md software healthy skills/rival-search-mcp/resources/research.md
cli.py software healthy skills/rival-search-mcp/scripts/cli.py
claude-code-review.yml software healthy .github/workflows/claude-code-review.yml
ci.yml software healthy .github/workflows/ci.yml
claude.yml software healthy .github/workflows/claude.yml
__init__.py software healthy src/__init__.py
prompts.py software healthy src/prompts.py
__init__.py software healthy src/config/__init__.py
user_agents.py software healthy src/config/user_agents.py
environment.py software healthy src/config/environment.py
archives.py software healthy src/config/archives.py
paywall.py software healthy src/config/paywall.py
__init__.py software healthy src/middleware/__init__.py
null_id_validation.py software healthy src/middleware/null_id_validation.py
cors_validation.py software healthy src/middleware/cors_validation.py

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
TeeWriter software healthy tests/test_logging.py:24
NullIdValidationMiddleware software healthy src/middleware/null_id_validation.py:53
CORSOriginValidationMiddleware software healthy src/middleware/cors_validation.py:72
PerformanceMonitoringMiddleware software healthy src/middleware/middleware.py:21
SecurityMiddleware software healthy src/middleware/middleware.py:73
PerformanceMonitor software healthy src/performance/__init__.py:9
LRUCache software healthy src/performance/performance.py:21
ConcurrentProcessor software healthy src/performance/performance.py:143
PerformanceMonitor software healthy src/performance/performance.py:217
PerformanceMonitorContext software healthy src/performance/performance.py:318
MultiSearchOrchestrator software healthy src/tools/multi_search.py:21
SecurityManager software healthy src/core/security/__init__.py:9
RateLimiter software healthy src/core/security/security.py:17
InputValidator software healthy src/core/security/security.py:122
SecurityMiddleware software healthy src/core/security/security.py:308
WebsiteTraverser software healthy src/core/traverse/core.py:24
DomainTier software healthy src/core/quality/score.py:40
QualityScore software healthy src/core/quality/score.py:334
GitHubSearch software healthy src/core/github_api/search.py:13
CacheConfig software healthy src/core/cache/cache_manager.py:27
CacheEntry software healthy src/core/cache/cache_manager.py:55
BaseCacheBackend software healthy src/core/cache/cache_manager.py:100
RedisCacheBackend software healthy src/core/cache/cache_manager.py:128
FileCacheBackend software healthy src/core/cache/cache_manager.py:258
CacheManager software healthy src/core/cache/cache_manager.py:417
WikipediaSearchEngine software healthy src/core/search/engines/wikipedia/wikipedia_engine.py:16
DuckDuckGoSearchEngine software healthy src/core/search/engines/duckduckgo/duckduckgo_engine.py:25
YahooSearchEngine software healthy src/core/search/engines/yahoo/yahoo_engine.py:25
BingSearchEngine software healthy src/core/search/engines/bing/bing_engine.py:25
MojeekSearchEngine software healthy src/core/search/engines/mojeek/mojeek_engine.py:24
MultiSearchResult software healthy src/core/search/core/multi_engines.py:32
BaseSearchEngine software healthy src/core/search/core/multi_engines.py:81
DatasetDiscoveryOrchestrator software healthy src/core/scientific/datasets/orchestrator.py:18
KaggleDatasetProvider software healthy src/core/scientific/datasets/providers/kaggle.py:20
DataverseDatasetProvider software healthy src/core/scientific/datasets/providers/dataverse.py:22
HuggingFaceDatasetProvider software healthy src/core/scientific/datasets/providers/huggingface.py:19
ZenodoDatasetProvider software healthy src/core/scientific/datasets/providers/zenodo.py:21
AcademicSearchOrchestrator software healthy src/core/scientific/search/orchestrator.py:19
ArXivProvider software healthy src/core/scientific/search/providers/arxiv.py:20
CrossRefProvider software healthy src/core/scientific/search/providers/crossref.py:25
EuropePMCProvider software healthy src/core/scientific/search/providers/europepmc.py:24
OpenAlexProvider software healthy src/core/scientific/search/providers/openalex.py:42
PubMedProvider software healthy src/core/scientific/search/providers/pubmed.py:24
MediumSearch software healthy src/core/social/medium.py:71
LobstersSearch software healthy src/core/social/lobsters.py:61
LemmySearch software healthy src/core/social/lemmy.py:19
BlueskySearch software healthy src/core/social/bluesky.py:22
ProductHuntSearch software healthy src/core/social/producthunt.py:46
HackerNewsSearch software healthy src/core/social/hackernews.py:13
StackOverflowSearch software healthy src/core/social/stackoverflow.py:24

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

LabelLayerStatusPath
tests software healthy tests
tools software healthy tests/tools
skills software healthy skills
rival-search-mcp software healthy skills/rival-search-mcp
resources software healthy skills/rival-search-mcp/resources
scripts software healthy skills/rival-search-mcp/scripts
.github software healthy .github
workflows software healthy .github/workflows
src software healthy src
config software healthy src/config
middleware software healthy src/middleware
performance software healthy src/performance
utils software healthy src/utils
routes software healthy src/routes
logging software healthy src/logging
tools software healthy src/tools
core software healthy src/core
security software healthy src/core/security
traverse software healthy src/core/traverse
quality software healthy src/core/quality
github_api software healthy src/core/github_api
cache software healthy src/core/cache
search software healthy src/core/search
engines software healthy src/core/search/engines
wikipedia software healthy src/core/search/engines/wikipedia
duckduckgo software healthy src/core/search/engines/duckduckgo
yahoo software healthy src/core/search/engines/yahoo
bing software healthy src/core/search/engines/bing
mojeek software healthy src/core/search/engines/mojeek
core software healthy src/core/search/core
scientific software healthy src/core/scientific
datasets software healthy src/core/scientific/datasets
providers software healthy src/core/scientific/datasets/providers
search software healthy src/core/scientific/search
providers software healthy src/core/scientific/search/providers
social software healthy src/core/social
memory software healthy src/core/memory
fetch software healthy src/core/fetch
content software healthy src/core/content
conflict software healthy src/core/conflict
news software healthy src/core/news
metrics software healthy src/core/metrics
pdf software healthy src/core/pdf

LabelLayerStatusPath
4.13.0.90 network healthy requirements.txt
127.0.0.1 network healthy tests/test_cors_validation.py
126.0.0.0 network healthy src/config/user_agents.py
120.0.0.0 network healthy src/utils/agents.py
119.0.0.0 network healthy src/utils/agents.py
118.0.0.0 network healthy src/utils/agents.py
131.0.0.0 network healthy src/core/search/core/multi_engines.py

LabelLayerStatusPath
claude-review cicd healthy .github/workflows/claude-code-review.yml
lint cicd healthy .github/workflows/ci.yml
test cicd healthy .github/workflows/ci.yml
inspect cicd healthy .github/workflows/ci.yml
claude cicd healthy .github/workflows/claude.yml

LabelLayerStatusPath
postgres data healthy src/tools/memory.py
mysql data healthy src/tools/memory.py
redis data healthy src/core/cache/cache_manager.py

LabelLayerStatusPath
gha::claude-code-review cicd healthy .github/workflows/claude-code-review.yml
gha::ci cicd healthy .github/workflows/ci.yml
gha::claude cicd healthy .github/workflows/claude.yml

LabelLayerStatusPath
repobility-clone-3rzzlpfx software healthy /tmp/repobility-clone-3rzzlpfx

LabelLayerStatusPath
gpu (detected) hardware healthy src/core/pdf/analyzer.py

LabelLayerStatusPath
CLAUDE_CODE_OAUTH_TOKEN cicd healthy —
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