How do I install topic-scorer?

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 topic-scorer official?

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

This listing scores 47 (Fair). The formula is published on the methodology page.

topic-scorer MCP Server | MCPpedia

Name: topic-scorer MCP Server
Author: pixelcove

Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.

RegistryRemotepixelcove

47Fair

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

{
  "mcpServers": {
    "pixelcove-topic-scorer": {
      "url": "https://topic-scorer.pixelcove.co/mcp"
    }
  }
}

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.