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RAG Knowledge Graph MCP

Rag Knowledge Graph MCP Server by MEOK AI Labs

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

IndexedMITLocal (stdio)
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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-rag-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

Rag Knowledge Graph MCP Server by MEOK AI Labs

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

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

Tools
3 read · 1 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 3 · Look things up without changing anything.

  • get_knowledge_stats
  • graph_query
  • rag_query

Write 1 · Create, change, send or run things.

  • add_graph_edge

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

  • index_document

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_graph_edge

    Add a relationship to the knowledge graph. Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage. When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards. When NOT to use: Not suitable for real-time production decision-making without human review…

  • get_knowledge_stats

    Get knowledge base statistics. Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage. When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards. When NOT to use: Not suitable for real-time production decision-making without human review of results.…

  • graph_query

    Traverse the knowledge graph from an entity to find connections. Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage. When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards. When NOT to use: Not suitable for real-time production decision-making wi…

  • index_document

    Index a document for RAG retrieval. Generates embeddings and extracts entities. Behavior: This tool generates structured output without modifying external systems. Output is deterministic for identical inputs. No side effects. Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage. When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards. When NOT to use: Not suitable for real-time production decision-making without human review of results. Args…

  • rag_query

    Query the knowledge base. Methods: vector (semantic), keyword (FTS5), hybrid (both), graph (relationship traversal). Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage. When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards. When NOT to use: Not …

Signals

Stars
0
Forks
0
Open issues
0
Weekly downloads
47
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/rag-knowledge-graph-mcp
Version
1.0.8
Auth
No auth
Packages
pypi rag-knowledge-graph-mcp
License
MIT
Repository
github.com/CSOAI-ORG/rag-knowledge-graph-mcp
First seen
Oct 24, 2026
Last checked
Oct 25, 2026
Source
Official MCP Registrygithub-graphql

More from CSOAI-ORG

Cite this page

RAG Knowledge Graph MCP. Agent Mart. https://agentmart.dev/connectors/csoai-org-rag-knowledge-graph-mcp (last updated 2026-10-25)