"Astro" matching MCP servers:

Resolves a UI element hash from an Astro dev server to its source file, line, and column, enabling AI agents to edit the exact code.

An MCP server that detects duplicate code using AST graph isomorphism, blocking writes of structurally identical code to reduce redundancy.

An MCP server that wraps multiple vendors' Coding Plan services (iFlytek Spark, Volcengine) to provide code review, plan review, and multi-turn dialogue for AI coding tools like Claude Code.

Provides precise AST-based code search and structural intelligence across Vue, Astro, and React/Next projects, including component usage audits, dependency trees, route scanning, state impact tracing, and dead component detection.

Enables AI agents to index local Python repositories and retrieve code intelligence through semantic search, caller lookups, hybrid context expansion, and visualization.