How do I install velocirag?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is velocirag official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

This listing scores 26 (Limited). The formula is published on the methodology page.

velocirag MCP Server — Install for Claude, Cursor & VS Code | MCPpedia

Name: velocirag MCP Server
Author: haseebkhalid1507

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

26Limited

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "haseebkhalid1507-velocirag": {
      "command": "uvx",
      "args": [
        "velocirag"
      ]
    }
  }
}

This server does not declare environment variables.

78Good

Local-first memory for AI agents: recall with sources, answer checks, documents, mesh, governance.

Registryqualixar249 stars1.3K/wk

77Good

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.