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57 of your 73 findings came from Repobility's proprietary detections. ✓ Repobility tags below mark them.

Scan timing: clone 3.06s · analysis 1.47s · 28.3 MB · GitHub preflight 409ms

claude-context

https://github.com/zilliztech/claude-context.git · scanned 2026-05-23 03:15 UTC (1 week, 6 days ago) · 10 languages

196 findings (63 legacy + 133 scanner) 11/13 scanners ran 75th percentile · Typescript · small (2-20K LoC) Scanner says 87 (lower by 8)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week, 6 days ago · v2 · 130 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
86.0
/100
Repobility
85
63 legacy
9-layer
87
88.9% cov · 67 gaps
Critical
0
click to filter
Agents
6
0 votes
Crowd
0
reported
Score breakdown â 2026-05-18-v5
Component Sub-score Weight Contribution
structure_score 75.0 0.15 11.25
security_score 100.0 0.25 25.00
testing_score 51.0 0.20 10.20
documentation_score 92.0 0.15 13.80
practices_score 84.0 0.15 12.60
code_quality 62.0 0.10 6.20
Overall 1.00 79.0
security_score may be inflated — optional security scanners were skipped on this fast scan
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 46 Medium 8 Low 60 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Legacy 63 9-layer 67 Crowd 0 Layer: Quality 68 Software 22 Security 2 Api 1 Frontend 31 Cicd 6

All 409 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
__init__ software healthy evaluation/client.py:13
async_run software healthy evaluation/client.py:32
run software healthy evaluation/client.py:50
normalize_file_path software healthy evaluation/analyze_and_plot_mcp_efficiency.py:16
calculate_metrics software healthy evaluation/analyze_and_plot_mcp_efficiency.py:23
load_method_results software healthy evaluation/analyze_and_plot_mcp_efficiency.py:54
create_efficiency_chart software healthy evaluation/analyze_and_plot_mcp_efficiency.py:136
main software healthy evaluation/analyze_and_plot_mcp_efficiency.py:344
main software healthy evaluation/run_evaluation.py:14
parse_retrieval_types software dead evaluation/run_evaluation.py:52
parse_patch_files software healthy evaluation/generate_subset_json.py:10
main software healthy evaluation/generate_subset_json.py:26
llm_factory software healthy evaluation/utils/llm_factory.py:7
get_remaining_instances software healthy evaluation/utils/file_management.py:13
is_test software healthy evaluation/utils/file_management.py:46
list_files software dead evaluation/utils/file_management.py:53
__init__ software healthy evaluation/utils/file_management.py:83
__enter__ software healthy evaluation/utils/file_management.py:89
get_readme_files software dead evaluation/utils/file_management.py:101
__exit__ software healthy evaluation/utils/file_management.py:107
clone_repo software healthy evaluation/utils/file_management.py:111
extract_final_answer software dead evaluation/utils/format.py:6
extract_file_paths_from_edits software healthy evaluation/utils/format.py:25
_normalize_to_relative_path software healthy evaluation/utils/format.py:77
extract_oracle_files_from_patch software healthy evaluation/utils/format.py:94
extract_edit_calls_from_conversation_log software healthy evaluation/utils/format.py:108
find_line_number_for_old_string software healthy evaluation/utils/format.py:177
generate_unified_diff software healthy evaluation/utils/format.py:195
create_unified_diff_file software healthy evaluation/utils/format.py:231
calculate_total_tokens software healthy evaluation/utils/format.py:262
print_token_usage software dead evaluation/utils/format.py:325
truncate_long_content software healthy evaluation/utils/format.py:335
extract_conversation_summary software healthy evaluation/utils/format.py:349
print_conversation_summary software dead evaluation/utils/format.py:443
is_git_repository software healthy evaluation/servers/grep_server.py:20
search_text software healthy evaluation/servers/grep_server.py:36
edit software healthy evaluation/servers/edit_server.py:15
read_file software healthy evaluation/servers/read_server.py:20
list_directory software healthy evaluation/servers/read_server.py:137
directory_tree software healthy evaluation/servers/read_server.py:186
build_tree software healthy evaluation/servers/read_server.py:211
__init__ software healthy evaluation/retrieval/base.py:22
_prepare_instances software healthy evaluation/retrieval/base.py:42
_filter_existing_instances software healthy evaluation/retrieval/base.py:126
build_index software healthy evaluation/retrieval/base.py:176
search software healthy evaluation/retrieval/base.py:179
run software healthy evaluation/retrieval/base.py:182
__init__ software healthy evaluation/retrieval/custom.py:27
_create_mcp_client software healthy evaluation/retrieval/custom.py:72
mcp_sessions_context software healthy evaluation/retrieval/custom.py:113

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

LabelLayerStatusPath
.eslintrc.js software warning .eslintrc.js
README.md software healthy README.md
pnpm-lock.yaml software healthy pnpm-lock.yaml
package.json software healthy package.json
CONTRIBUTING.md software healthy CONTRIBUTING.md
build-benchmark.json software healthy build-benchmark.json
pnpm-workspace.yaml software healthy pnpm-workspace.yaml
.env.example software healthy .env.example
tsconfig.json software healthy tsconfig.json
README.md software healthy docs/README.md
prerequisites.md software healthy docs/getting-started/prerequisites.md
quick-start.md software healthy docs/getting-started/quick-start.md
environment-variables.md software healthy docs/getting-started/environment-variables.md
asynchronous-indexing-workflow.md software healthy docs/dive-deep/asynchronous-indexing-workflow.md
file-inclusion-rules.md software healthy docs/dive-deep/file-inclusion-rules.md
troubleshooting-guide.md software healthy docs/troubleshooting/troubleshooting-guide.md
faq.md software healthy docs/troubleshooting/faq.md
client.py software healthy evaluation/client.py
analyze_and_plot_mcp_efficiency.py software healthy evaluation/analyze_and_plot_mcp_efficiency.py
run_evaluation.py software healthy evaluation/run_evaluation.py
generate_subset_json.py software healthy evaluation/generate_subset_json.py
README.md software healthy evaluation/README.md
pyproject.toml software healthy evaluation/pyproject.toml
llm_factory.py software healthy evaluation/utils/llm_factory.py
__init__.py software healthy evaluation/utils/__init__.py
file_management.py software healthy evaluation/utils/file_management.py
constant.py software warning evaluation/utils/constant.py
format.py software healthy evaluation/utils/format.py
README.md software healthy evaluation/case_study/README.md
grep_result.json software healthy evaluation/case_study/django_14170/grep_result.json
README.md software healthy evaluation/case_study/django_14170/README.md
both_result.json software healthy evaluation/case_study/django_14170/both_result.json
grep_result.json software healthy evaluation/case_study/pydata_xarray_6938/grep_result.json
README.md software healthy evaluation/case_study/pydata_xarray_6938/README.md
both_result.json software healthy evaluation/case_study/pydata_xarray_6938/both_result.json
__init__.py software healthy evaluation/servers/__init__.py
grep_server.py software healthy evaluation/servers/grep_server.py
edit_server.py software healthy evaluation/servers/edit_server.py
read_server.py software healthy evaluation/servers/read_server.py
__init__.py software healthy evaluation/retrieval/__init__.py
base.py software healthy evaluation/retrieval/base.py
custom.py software healthy evaluation/retrieval/custom.py
build-benchmark.js software healthy scripts/build-benchmark.js
README.md software healthy packages/chrome-extension/README.md
package.json software healthy packages/chrome-extension/package.json
CONTRIBUTING.md software healthy packages/chrome-extension/CONTRIBUTING.md
webpack.config.js software warning packages/chrome-extension/webpack.config.js
tsconfig.json software healthy packages/chrome-extension/tsconfig.json
content.ts software healthy packages/chrome-extension/src/content.ts
styles.css software healthy packages/chrome-extension/src/styles.css

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

LabelLayerStatusPath
Evaluator software healthy evaluation/client.py:10
ContextManager software healthy evaluation/utils/file_management.py:62
BaseRetrieval software healthy evaluation/retrieval/base.py:21
CustomRetrieval software healthy evaluation/retrieval/custom.py:26
const software healthy packages/chrome-extension/src/content.ts:const
EmbeddingModel software healthy packages/chrome-extension/src/background.ts:EmbeddingModel
MilvusVectorDB software healthy packages/chrome-extension/src/background.ts:MilvusVectorDB
wraps software healthy packages/chrome-extension/src/milvus/chromeMilvusAdapter.ts…
ChromeMilvusAdapter software healthy packages/chrome-extension/src/milvus/chromeMilvusAdapter.ts…
MilvusConfigManager software healthy packages/chrome-extension/src/config/milvusConfig.ts:Milvus…
MilvusRestfulVectorDatabase software healthy packages/chrome-extension/src/stubs/milvus-vectordb-stub.ts…
IndexedRepoManager software healthy packages/chrome-extension/src/storage/indexedRepoManager.ts…
SnapshotManager software healthy packages/mcp/src/snapshot.ts:SnapshotManager
ContextMcpServer software healthy packages/mcp/src/index.ts:ContextMcpServer
SyncManager software healthy packages/mcp/src/sync.ts:SyncManager
ToolHandlers software healthy packages/mcp/src/handlers.ts:ToolHandlers
TestEmbedding software healthy packages/core/src/context.splitter.test.ts:TestEmbedding
RecordingSplitter software healthy packages/core/src/context.splitter.test.ts:RecordingSplitter
IndexAbortError software healthy packages/core/src/context.ts:IndexAbortError
Context software healthy packages/core/src/context.ts:Context
TestEmbedding software healthy packages/core/src/context.abort.test.ts:TestEmbedding
CountingSplitter software healthy packages/core/src/context.abort.test.ts:CountingSplitter
TestEmbedding software healthy packages/core/src/context.ignore-patterns.test.ts:TestEmbed…
TestSplitter software healthy packages/core/src/context.ignore-patterns.test.ts:TestSplit…
MerkleDAG software healthy packages/core/src/sync/merkle.ts:MerkleDAG
FileSynchronizer software healthy packages/core/src/sync/synchronizer.ts:FileSynchronizer
EnvManager software healthy packages/core/src/utils/env-manager.ts:EnvManager
MilvusVectorDatabase software healthy packages/core/src/vectordb/milvus-vectordb.ts:MilvusVectorD…
ClusterManager software healthy packages/core/src/vectordb/zilliz-utils.ts:ClusterManager
exports software healthy packages/core/src/vectordb/index.ts:exports
MilvusRestfulVectorDatabase software healthy packages/core/src/vectordb/milvus-restful-vectordb.ts:Milvu…
LangChainCodeSplitter software healthy packages/core/src/splitter/langchain-splitter.ts:LangChainC…
exports software healthy packages/core/src/splitter/index.ts:exports
AstCodeSplitter software healthy packages/core/src/splitter/ast-splitter.ts:AstCodeSplitter
VoyageAIEmbedding software healthy packages/core/src/embedding/voyageai-embedding.ts:VoyageAIE…
exports software healthy packages/core/src/embedding/index.ts:exports
OllamaEmbedding software healthy packages/core/src/embedding/ollama-embedding.ts:OllamaEmbed…
GeminiEmbedding software healthy packages/core/src/embedding/gemini-embedding.ts:GeminiEmbed…
for software healthy packages/core/src/embedding/base-embedding.ts:for
Embedding software healthy packages/core/src/embedding/base-embedding.ts:Embedding
OpenAIEmbedding software healthy packages/core/src/embedding/openai-embedding.ts:OpenAIEmbed…
ConfigManager software healthy packages/vscode-extension/src/config/configManager.ts:Confi…
WebviewHelper software healthy packages/vscode-extension/src/webview/webviewHelper.ts:Webv…
SemanticSearchViewProvider software healthy packages/vscode-extension/src/webview/semanticSearchProvide…
SemanticSearchController software healthy packages/vscode-extension/src/webview/scripts/semanticSearc…
MilvusVectorDatabase software healthy packages/vscode-extension/src/stubs/milvus-vectordb-stub.js…
AstCodeSplitterStub software healthy packages/vscode-extension/src/stubs/ast-splitter-stub.js:As…
IndexCommand software healthy packages/vscode-extension/src/commands/indexCommand.ts:Inde…
SyncCommand software healthy packages/vscode-extension/src/commands/syncCommand.ts:SyncC…
SearchCommand software healthy packages/vscode-extension/src/commands/searchCommand.ts:Sea…

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

LabelLayerStatusPath
docs software healthy docs
getting-started software healthy docs/getting-started
dive-deep software healthy docs/dive-deep
troubleshooting software healthy docs/troubleshooting
evaluation software healthy evaluation
utils software healthy evaluation/utils
case_study software healthy evaluation/case_study
django_14170 software healthy evaluation/case_study/django_14170
pydata_xarray_6938 software healthy evaluation/case_study/pydata_xarray_6938
servers software healthy evaluation/servers
retrieval software healthy evaluation/retrieval
scripts software healthy scripts
packages software healthy packages
chrome-extension software healthy packages/chrome-extension
src software healthy packages/chrome-extension/src
milvus software healthy packages/chrome-extension/src/milvus
config software healthy packages/chrome-extension/src/config
stubs software healthy packages/chrome-extension/src/stubs
storage software healthy packages/chrome-extension/src/storage
mcp software healthy packages/mcp
src software healthy packages/mcp/src
core software healthy packages/core
src software healthy packages/core/src
sync software healthy packages/core/src/sync
utils software healthy packages/core/src/utils
vectordb software healthy packages/core/src/vectordb
splitter software healthy packages/core/src/splitter
embedding software healthy packages/core/src/embedding
vscode-extension software healthy packages/vscode-extension
src software healthy packages/vscode-extension/src
config software healthy packages/vscode-extension/src/config
webview software healthy packages/vscode-extension/src/webview
scripts software healthy packages/vscode-extension/src/webview/scripts
templates software healthy packages/vscode-extension/src/webview/templates
styles software healthy packages/vscode-extension/src/webview/styles
stubs software healthy packages/vscode-extension/src/stubs
commands software healthy packages/vscode-extension/src/commands
examples software healthy examples
basic-usage software healthy examples/basic-usage
python software healthy python
.github software healthy .github
ISSUE_TEMPLATE software healthy .github/ISSUE_TEMPLATE
workflows software healthy .github/workflows

LabelLayerStatusPath
018.066.079.158 network healthy packages/chrome-extension/src/content.ts
212.224.231.114 network healthy packages/chrome-extension/src/content.ts
454.243.668.386 network healthy packages/chrome-extension/src/content.ts
123.082.233.09 network healthy packages/chrome-extension/src/content.ts
1.82.63.27 network healthy packages/chrome-extension/src/content.ts
385.506.792.704 network healthy packages/chrome-extension/src/content.ts
1.218.315.675 network healthy packages/chrome-extension/src/content.ts
088.294.016.257 network healthy packages/chrome-extension/src/content.ts
01.147.038.246 network healthy packages/chrome-extension/src/content.ts
067.019.177.011 network healthy packages/chrome-extension/src/content.ts
411.406.562.957 network healthy packages/chrome-extension/src/content.ts
059.19.162.346 network healthy packages/chrome-extension/src/content.ts
353.677.573.989 network healthy packages/chrome-extension/src/content.ts
02.03.085.076 network healthy packages/chrome-extension/src/content.ts
1.53.27.161 network healthy packages/chrome-extension/src/content.ts
107.328.204.501 network healthy packages/chrome-extension/src/content.ts
29.447.222.85 network healthy packages/chrome-extension/src/content.ts
029.109.101.143 network healthy packages/chrome-extension/src/content.ts
1.275.326.749 network healthy packages/chrome-extension/src/content.ts
1.275.749.749 network healthy packages/chrome-extension/src/content.ts
138.112.25.25 network healthy packages/chrome-extension/src/content.ts
329.328.513.773 network healthy packages/chrome-extension/src/content.ts
127.0.0.1 network healthy packages/mcp/src/config.ts

LabelLayerStatusPath
vps::azure hardware healthy pnpm-lock.yaml
vps::gcp hardware healthy pnpm-lock.yaml
vps::aws hardware healthy pnpm-lock.yaml

LabelLayerStatusPath
gha::ci cicd healthy .github/workflows/ci.yml
gha::release cicd healthy .github/workflows/release.yml

LabelLayerStatusPath
lint_and_build cicd healthy .github/workflows/ci.yml
release cicd healthy .github/workflows/release.yml

LabelLayerStatusPath
VSCE_PAT cicd healthy —
NPM_TOKEN cicd healthy —

LabelLayerStatusPath
repobility-clone-ir4go52_ software healthy /tmp/repobility-clone-ir4go52_

LabelLayerStatusPath
port:19530 network healthy examples/basic-usage/index.ts
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