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Manage Apache Airflow clusters in plain language—monitor DAGs, trigger or pause runs, and browse code, logs, variables, pools, and connections. Accelerate troubleshooting with quick views of failed tasks, event logs, run durations, and cluster health. Work seamlessly across Airflow 2.x and 3.x, including asset insights for data-aware scheduling.

https://github.com/pvoo/bigquery-mcp

https://github.com/appwrite/mcp.git

https://github.com/modelcontextprotocol/servers/tree/main/src/brave-search

https://github.com/amurshak/congressMCP

https://github.com/MushroomFleet/DeepLucid3D-MCP

https://github.com/zereight/gitlab-mcp

https://github.com/mario-andreschak/mcp-abap-adt/

MCP server for GraphXR - enables Claude/Cursor to create graph visualizations

Utility tool for converting various files to Markdown

A web scraping library based on LangChain which uses LLM and direct graph logic to create scraping pipelines.

The powerful data exploration & web app framework for Python.

Web apps in pure Python.

[glama](https://glama.ai/mcp/servers/MarcelRoozekrans/roslyn-codelens-mcp) #️⃣ 🏠 🍎 🪟 🐧 - Roslyn-based MCP server with 22 semantic code intelligence tools for .NET. Type hierarchies, call graphs, DI registrations, diagnostics, code fixes, complexity metrics, and more. Sub-millisecond lookups via pre-built indexes.

[glama](https://glama.ai/mcp/servers/MarcelRoozekrans/memorylens-mcp) #️⃣ 🏠 🪟 - On-demand .NET memory profiling MCP server. Wraps JetBrains dotMemory with a heuristic rule engine (10 rules) to detect memory leaks, LOH fragmentation, and anti-patterns, providing AI-actionable code fix suggestions.

Trust-score any AI skill or MCP server from inside Claude Code, Cursor, or any MCP client. 14 signals, safety scanning, recommendations, badges, and monitoring.

CogmemAi — Cognitive Memory for Ai coding assistants. Self-improving persistent cloud memory with auto-skills, auto-linking knowledge graph, query synthesis, contradiction detection, and context-aware ranking. Encrypted at rest. Switch editors, models, an

A-Team MCP Server — build, validate, and deploy multi-agent solutions from any AI environment

MCP server providing on-demand skill loading for AI coding assistants

A kanban board for your codebase. Cards stored as markdown.