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Mini Data Engine Runtime Copilot

kroq86 Scanned 5d ago

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

MCP Registry ↗
C
67.2 / 100

Versions

0.1.10latest
first seen Jun 5, 2026
0.1.9
first seen May 19, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 11

init_engine
annotations: none low

Initialize persistent engine storage.

table str root_dir str
insert_row
annotations: none low

Insert one row into the persistent engine.

table str amount int order_id int root_dir str customer_id int
upsert_row
annotations: none low

Upsert one row by order_id.

table str amount int order_id int root_dir str customer_id int
create_index
annotations: none low

Create customer index for engine table.

table str root_dir str
explain_customer
annotations: none low

Run EXPLAIN ANALYZE style output by customer filter.

table str root_dir str customer_id int
reindex_project
annotations: none low

Re-index this project dataset (engine_cli index).

table str root_dir str
run_e2e_flow
annotations: none low

Execute full MiniPG + MiniDatabricks + DuckDB end-to-end flow.

root_dir str
schema_load_tool
annotations: none low

Ingest DDL from file or raw text, validate with DuckDB, store metadata in project state (schemas/).

ddl_text str root_dir str schema_path str schema_entity_id str
schema_explain_tool
annotations: none low

Run EXPLAIN for each profile in query_profiles_json (JSON: name -> SQL). Optional seed_sql_json (JSON array of SQL) runs before EXPLAIN. Writes explain_<name>.txt.

root_dir str artifacts_dir str seed_sql_json str schema_entity_id str query_profiles_json str
schema_evaluate_tool
annotations: none low

Build verdict from schema metadata and EXPLAIN outputs; write evaluation_report.json and verdict.md. If query_profile_names empty, discovers explain_*.txt in artifacts.

root_dir str artifacts_dir str schema_entity_id str query_profile_names str
schema_evaluate_full_tool
annotations: none low

One-shot: load schema → run EXPLAIN (from query_profiles_json/seed_sql_json) → evaluate. Generic: you supply queries and optional seed SQL.

ddl_text str root_dir str schema_path str artifacts_dir str seed_sql_json str schema_entity_id str query_profile_names str query_profiles_json str

Permissions 3

filesystem low
Server uses filesystem capabilities via: open(), os, pathlib, tempfile
shell high
Server uses shell capabilities via: subprocess
env_vars low
Server uses env_vars capabilities via: os.environ, os.getenv()

Scan Findings 41

low
Tool 'init_engine' has no annotations annotation_checker · 100%
low
Tool 'insert_row' has no annotations annotation_checker · 100%
low
Tool 'upsert_row' has no annotations annotation_checker · 100%
low
Tool 'create_index' has no annotations annotation_checker · 100%
low
Tool 'explain_customer' has no annotations annotation_checker · 100%
low
Tool 'reindex_project' has no annotations annotation_checker · 100%
low
Tool 'run_e2e_flow' has no annotations annotation_checker · 100%
low
Tool 'schema_load_tool' has no annotations annotation_checker · 100%
low
Tool 'schema_explain_tool' has no annotations annotation_checker · 100%
low
Tool 'schema_evaluate_tool' has no annotations annotation_checker · 100%
low
Tool 'schema_evaluate_full_tool' has no annotations annotation_checker · 100%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Vulnerable dependency: mcp@1.2.0 (GHSA-3qhf-m339-9g5v) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (GHSA-9h52-p55h-vw2f) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (GHSA-j975-95f5-7wqh) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (GHSA-jpw9-pfvf-9f58) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (GHSA-vj7q-gjh5-988w) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (PYSEC-2026-1616) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (PYSEC-2026-1617) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (PYSEC-2026-1618) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (PYSEC-2026-3482) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.2.0 (PYSEC-2026-3483) dependency_analyzer · 95%
info
pyproject.toml metadata manifest_parser · 100%
info
Tool: init_engine manifest_parser · 90%
info
Tool: insert_row manifest_parser · 90%
info
Tool: upsert_row manifest_parser · 90%
info
Tool: create_index manifest_parser · 90%
info
Tool: explain_customer manifest_parser · 90%
info
Tool: reindex_project manifest_parser · 90%
info
Tool: run_e2e_flow manifest_parser · 90%
info
Tool: schema_load_tool manifest_parser · 90%
info
Tool: schema_explain_tool manifest_parser · 90%
info
Tool: schema_evaluate_tool manifest_parser · 90%
info
Tool: schema_evaluate_full_tool manifest_parser · 90%
info
Required env vars (6) manifest_parser · 80%
info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
low
Permission: filesystem access detected permission_analyzer · 80%
high
Permission: shell access detected permission_analyzer · 95%
low
Permission: env_vars access detected permission_analyzer · 90%
info
No dependency files found for SBOM generation sbom_generator · 100%
medium
No build provenance detected (SLSA L0) slsa_assessor · 90%