Submit

Constellation

@ShiftinBits

Your AI agents don't understand your codebase. Upgrade from text search to code understanding. AI coding agents waste most of their context window grepping files and guessing at code structure. Constellation gives them a persistent, team-wide knowledge graph of your codebase (symbol search, dependency graphs, impact analysis) delivered via MCP so every token goes toward reasoning, not discovery.

Tools

code_intel

Server Config

{
  "mcpServers": {
    "constellation": {
      "command": "npx",
      "args": [
        "-y",
        "@constellationdev/mcp@latest"
      ],
      "env": {
        "CONSTELLATION_ACCESS_KEY": "${CONSTELLATION_ACCESS_KEY}"
      }
    }
  }
}
© 2025 MCP.so. All rights reserved.

Build with ShipAny.