Python AST & Symbol Intelligence for AI Coding Agents

Eliminate hallucinated imports, obsolete methods, and broken parameters. PyAtlas provides zero-copy AST definitions, signatures, and dependency graphs directly to Claude Desktop, Cursor, and Ollama over the Model Context Protocol.

153

Packages Indexed

398793

AST Symbols

1349182

Dependency Edges

< 5ms

Zero-Copy Latency

Interactive Symbol Inspector

Test real-time AST retrieval via JSON-RPC directly against the live engine:

Try: httpx.AsyncClient pydantic.BaseModel fastapi.FastAPI requests.Session

// Enter a symbol above or click a suggestion to test the live MCP server...

Connect via Remote MCP (SSE)

Add PyAtlas to your agent configuration:

{
  "mcpServers": {
    "pyatlas": {
      "url": "https://pyatlas.unidb.io/sse"
    }
  }
}

⚡ Community Power Token 100% Free & Anonymous

Need higher volume for multi-agent workflows? Get 60 req/min (doubled from 30 req/min). Zero email, zero account, zero tracking.

Zero User Data Collection Policy: UniDB-PyAtlas does not track users, set cookies, require accounts, log search queries, or persist user prompts to disk. Rate-limiting is ephemeral and keyed strictly by one-way salted hashes.

AS-IS Community Disclaimer: UniDB-PyAtlas is an experimental public index provided "AS IS" without warranty of any kind. All third-party Python code is indexed strictly for transformation/search purposes, and original licenses remain applicable.