Vector Knowledge Graph MCP

AI-powered vector knowledge graph MCP server for agents.

Connector by CSOAI-ORG · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)

Chalk Labs

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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/csoai-org-vector-knowledge-graph-mcp

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Reviews

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Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 2 read · 2 write · 0 delete · 1 not yet classified
Secrets: None asked for
Install scripts: Not scanned yet
Runs as: Python package

Tools by what they do 5

Read from the source code; the running server may list different tools.

Read 2 · Look things up without changing anything.

find_gaps
semantic_node_search

Write 2 · Create, change, send or run things.

add_edge
add_node

Not yet classified 1 · We could not tell from the name and description.

trace_compliance_chain

Tools (5)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

add_edge
Create a directed edge between two nodes with relationship type and weight.
add_node
Add a node to the knowledge graph with properties, embeddings, and metadata.
find_gaps
Find gaps in the knowledge graph where expected relationships or nodes are missing.
semantic_node_search
Search for nodes using semantic similarity matching against stored embeddings.
trace_compliance_chain
Trace the compliance chain from a requirement through controls to evidence.

Signals

Stars: 0
Forks: 0
Open issues: 0
Weekly downloads: 43
Last commit: Sep 4, 2026 (1 month ago)
Last release: Aug 19, 2026 (2 months ago)
Last package publish: Jun 13, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Registry name: io.github.CSOAI-ORG/vector-knowledge-graph-mcp
Version: 1.0.10
Auth: No auth
Packages: pypi vector-knowledge-graph-mcp
License: License unknown
Repository: github.com/CSOAI-ORG/vector-knowledge-graph-mcp
First seen: Oct 24, 2026
Last checked: Nov 1, 2026
Source: Official MCP Registry github-graphql

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Cite this page

Vector Knowledge Graph MCP. Agent Mart. https://agentmart.dev/connectors/csoai-org-vector-knowledge-graph-mcp (last updated 2026-11-01)