Code-Graph-RAG
Knowledge-graph RAG for multi-language codebases: index, query and edit code in natural language.
What it does
Code-Graph-RAG is an MCP server, a connector that lets an AI assistant use it as a tool. It is installed locally as a package and runs on your machine.
From the publisher's description, Electra Index matched it to one capability: knowledge base qa. That makes it a candidate for tasks such as answer customer questions or answer questions from internal documents.
Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence). None of this is a test of the tool.
At a glance
How to connect
As declared in the Official MCP Registry · not tested by Electra IndexInstall package
- PYPI
code-graph-ragv0.4.19 · runs locally (stdio)
MCP settings (Claude Desktop, Cursor and other MCP clients)
{
"mcpServers": {
"code-graph-rag": {
"command": "uvx",
"args": [
"code-graph-rag"
]
}
}
}Tasks it helps with
Share of each task's required capabilities it covers| Answer customer questions Knowledge Base QA | 50% |
| Answer questions from internal documents Knowledge Base QA | 50% |
| Answer support phone calls Knowledge Base QA | 50% |
| Build a help center Knowledge Base QA | 50% |
| Onboard new employees Knowledge Base QA | 50% |
| Automate customer support Knowledge Base QA | 33% |
Similar tools
Listed for the same task: answer customer questions- FreshdeskREMOTELOCALMCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base
- n0s1-mcpREMOTELOCALSecret scanner for Slack, Jira, Confluence, Asana, Wrike, Linear, Zendesk, GitHub and GitLab
- Corebee Customer SupportREMOTELOCALHosted support inbox over MCP: answer web chat, WhatsApp, email and SMS, manage knowledge
- FreshdeskREMOTELOCALMCP server for Freshdesk — tickets, contacts, companies, agents, groups, and knowledge base
- Elfsight AI ChatbotREMOTELOCALRead conversations, leads, knowledge base and analytics of your Elfsight AI Chatbot widgets
- There ThereREMOTELOCALAI helpdesk by Spatie. Read, triage and reply to tickets, and edit your knowledge base
Ready-made AI agents
- $45/mo · free plan · Prices & score →
- $29/mo · Prices & score →
- Userbot56Free plan · Prices & score →
- Free plan · Prices & score →
Facts & evidence
Each fact shows where it was seen and when.| Fact | Value | Evidence | Source | Last confirmed |
|---|---|---|---|---|
| Install package | code-graph-rag | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Package registries | pypi | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Local install (package) | yes | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Remote access (hosted) | no | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Website | https://code-graph-rag.com | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Repository | https://github.com/vitali87/code-graph-rag | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Registry status | active | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| Version | 0.4.19 | DECLARED | SRC-001 Official MCP Registry | 4h ago |
| MCP server | yes | DECLARED | SRC-001 Official MCP Registry | 4h ago |
Change history
- NEW02 Nov 2026first seen in the index
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How do I connect Code-Graph-RAG?
Install the PyPI package code-graph-rag. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.
What can I use Code-Graph-RAG for?
Based on its description, it is most relevant to: answer customer questions, answer questions from internal documents, answer support phone calls, build a help center.