Codebase Understanding for AI Coding Agents
Codebase Understanding for AI Coding Agents
Give your AI coding assistant instant, intelligent access to your entire codebase's structure, dependencies, and relationships without transmitting any source code. Constellation provides code intelligence as a service to AI coding assistant tools.
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{
"mcpServers": {
"constellation": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@constellationdev/mcp@latest"
],
"env": {
"CONSTELLATION_ACCESS_KEY": "YOUR_CONSTELLATION_ACCESS_KEY"
}
}
}
}From the project documentation. Replace placeholders and example paths before connecting.
| Variable | Description | Required |
|---|---|---|
| CONSTELLATION_ACCESS_KEY | Declared in the maintainer’s client configuration. | Check documentation |
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Proprietary, continuously-updated live data: 100K+ charts — search, answer, fetch, Answer Agent.
Persistent memory for AI coding agents — past bugs, decisions, and your corrections, in your repo.
Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
MCP server for Polarion ALM — read and write documents and work items