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maintenancePersistent memory and pattern learning for AI coding assistants via MCP.
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"A guide for data cleaning and analysis in Excel" matching MCP servers:
- AlicenseAqualityCmaintenanceEnables Large Language Models to access and manipulate Autodesk Revit models through a pyRevit-based bridge and the Model Context Protocol.20161MIT
- Alicense-qualityCmaintenanceEnable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.17513MIT
- Flicense-qualityCmaintenanceAll In One Model Context Protocol: qdrant, google suite (gmail, calendar, ...), jira, gitlab, CLI, ...106
- AlicenseAqualityBmaintenanceLocal MCP server that registers restricted Python filters and runs them against local JSON, YAML, and TXT files, enabling safe data filtering and file conversion.36MIT
- AlicenseBqualityCmaintenanceA Model Context Protocol server that enables Claude to load CSV files and execute JavaScript data analysis scripts for advanced data exploration and insights generation.29MIT
- Alicense-qualityCmaintenanceEnables LLMs to safely execute pandas code for data analysis and generate interactive visualizations through MCP protocol.MIT
- AlicenseAqualityAmaintenanceMCP server that gives AI agents isolated, named Linux computers with stable IDs and lifecycle control. Supports multiple backends like Docker, Fly Machines, Modal, and E2B, with a dashboard for managing sandboxes.71MIT
- FlicenseCqualityCmaintenanceA Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.19
- FlicenseDqualityDmaintenanceA simple MCP server implementation in TypeScript that communicates over stdio, allowing users to ask questions that end with 'yes or no' to trigger the MCP tool in Cursor.110
Funplay MCP for Unityofficial
Alicense-qualityAmaintenanceThis MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.214MIT- Alicense-qualityAmaintenanceEnables AI assistants to build and manage Unity projects directly through the Unity Editor, providing 150+ tools for scene creation, script generation, play mode control, input simulation, and performance analysis.1MIT
- Alicense-qualityDmaintenanceAn MCP server that provides data bridging from Spring Boot interfaces and a lightweight Python sandbox for script execution. It enables agents to fetch data as Markdown or Parquet files and perform automated data analysis within a controlled environment.MIT
- Alicense-qualityDmaintenanceA FastMCP server implementation that provides a standardized interface for accessing AI models hosted on Replicate's API, currently supporting image generation with customizable parameters.3MIT
- Alicense-qualityCmaintenanceA production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.65Apache 2.0
- Alicense-qualityDmaintenanceA Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.111MIT
- Alicense-qualityDmaintenanceA simple server that acts as a Master Control Program (MCP) for unified interaction with OpenAI and Anthropic (Claude) AI models through a single API endpoint.26MIT
- Alicense-qualityDmaintenanceA Model Context Protocol server that provides read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.11,781MIT
- Alicense-qualityDmaintenanceThis server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).MIT
- Flicense-qualityDmaintenanceEnables AI clients to interact with and control the Unity Editor through a Python MCP server bridge, allowing natural language-based Unity project manipulation.
