"Astra" matching MCP servers:

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

Enables coding agents to access a governed, versioned design style specification through MCP, including deterministic checks, proposal review workflows, and generated CSS, JSON, and TypeScript artifacts.

Local-first memory daemon for AI coding agents that captures session transcripts, distills typed memories (decisions, facts, lessons, commands, todos), and serves them via hybrid search through MCP tools.

Enables importing OpenAPI, Swagger, Google Discovery, GraphQL, and HTTP MCP definitions and generating typed agent tools whose calls map to HTTP endpoints under explicit execution policies such as allow, approval, or block. A hosted runtime adds credentials, OAuth scopes, request validation, approvals, and execution traces for safely exposing those endpoints to agents.

An MCP server that enables AI assistants to interact with Apache Airflow's REST API for DAG management, task monitoring, and system diagnostics. It provides comprehensive tools for triggering workflows, retrieving logs, and inspecting system health across Airflow 2.x and 3.x versions.

An MCP server that automates the migration of WordPress sites into production-ready Astro projects by extracting content, SEO, and ACF data via REST API. It converts HTML to clean Markdown and scaffolds complete project structures through conversational commands in Claude Code.

An MCP server that provides AI assistants with access to Astro documentation, enabling them to search and reference Astro docs when helping users with Astro-related tasks.

Enables graph pathfinding and network analysis through MCP, including Dijkstra/A* shortest paths, topological dependency resolution, maximum flow, minimum spanning trees, and PageRank centrality for agent planning.

Enables agents to compute shortest paths with Dijkstra and A*, resolve DAG dependencies, solve maximum flow, build minimum spanning trees, and rank graph centrality using JSON-RPC MCP tools.

Enables AI models to interact with Astro projects by providing runtime information, documentation search, route listing, and integration details.

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.

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

A Discord bot server that integrates with Mastra's MCP Bot component to provide intelligent assistance and answer questions about Mastra.ai through direct messages and slash commands.

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

Enables automated blog post creation and management for Astro blogs deployed on Vercel through GitHub integration. Supports secure API-based operations with automatic deployment triggers and integration with automation tools like n8n.