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io.github.CSOAI-ORG/vector-knowledge-graph-mcp

CSOAI-ORG Scanned 16d ago

AI-powered vector knowledge graph MCP server for agents. Supports add node, add edge, semantic node

MCP Registry ↗
C
74.7 / 100

Versions

1.0.9latest
first seen Jun 30, 2026
PermissionsTool SafetyAuthAnnotationsCode QualityStabilitySpecVuln HistoryAuthorTransparencyCommunity

Tools 5

add_node
annotations: none low

Add a node to the knowledge graph with properties, embeddings, and metadata.

label str api_key str node_id string properties dict
add_edge
annotations: none low

Create a directed edge between two nodes with relationship type and weight.

to_id str weight float api_key str from_id str relation str
semantic_node_search
annotations: none low

Search for nodes using semantic similarity matching against stored embeddings.

query str top_k int api_key str
trace_compliance_chain
annotations: none low

Trace the compliance chain from a requirement through controls to evidence.

api_key str max_depth int start_node_id str
find_gaps
annotations: none low

Find gaps in the knowledge graph where expected relationships or nodes are missing.

api_key str required_frameworks list

Permissions 3

network medium
Server uses network capabilities via: urllib
filesystem low
Server uses filesystem capabilities via: open(), os
env_vars low
Server uses env_vars capabilities via: os.environ

Scan Findings 32

info
Sandbox failed to start for output poisoning scan output_poisoning · 100%
low
Tool 'add_node' has no annotations annotation_checker · 100%
low
Tool 'add_edge' has no annotations annotation_checker · 100%
low
Tool 'semantic_node_search' has no annotations annotation_checker · 100%
low
Tool 'trace_compliance_chain' has no annotations annotation_checker · 100%
low
Tool 'find_gaps' has no annotations annotation_checker · 100%
high
Remote transport without authentication auth_checker · 70%
info
Sandbox failed to start for behavioral verification behavioral_verifier · 100%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-3qhf-m339-9g5v) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-9h52-p55h-vw2f) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-j975-95f5-7wqh) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-jpw9-pfvf-9f58) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (GHSA-vj7q-gjh5-988w) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1616) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1617) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-1618) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-3482) dependency_analyzer · 95%
medium
Vulnerable dependency: mcp@1.0.0 (PYSEC-2026-3483) dependency_analyzer · 95%
info
package.json metadata manifest_parser · 100%
info
pyproject.toml metadata manifest_parser · 100%
info
Tool: add_node manifest_parser · 90%
info
Tool: add_edge manifest_parser · 90%
info
Tool: semantic_node_search manifest_parser · 90%
info
Tool: trace_compliance_chain manifest_parser · 90%
info
Tool: find_gaps manifest_parser · 90%
info
Transport: streamable-http manifest_parser · 80%
info
Required env vars (1) manifest_parser · 80%
medium
Permission: network access detected permission_analyzer · 80%
low
Permission: filesystem access detected permission_analyzer · 80%
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%