Open-Source MCP servers

Matching MCP servers:

• AWS Cost Explorer MCP Server

  aarora79

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  A command-line interface and API that allows users to analyze and visualize AWS cloud spending data by enabling Claude to query AWS Cost Explorer through natural language conversations.

  Last updated 8 months ago

  4

  126

  MIT License

• CFM Tips - Cost Optimization MCP Server

  aws-samples

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  A comprehensive Model Context Protocol server that analyzes AWS costs and provides optimization recommendations by integrating with services like Cost Explorer, Cost Optimization Hub, and Trusted Advisor.

  Last updated 4 days ago

  16

  MIT License

• Constrained Optimization MCP Server

  Sharmarajnish

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  Enables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.

  Last updated 3 months ago

  5

  2

  Apache 2.0

• Service Usage API MCP Server

  ag2-mcp-servers

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  An MCP Server that enables interaction with Google's Service Usage API, allowing management and control of which Google Cloud Platform APIs and services are enabled for a project.

  Last updated 5 months ago

• Vibe Preprocessing and Analysis MCP Server

  mudit14224

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  Enables users to preprocess, analyze, and visualize CSV data through comprehensive tools for data manipulation, statistical analysis, and graph generation.

  Last updated 7 months ago

  2

• Low Cost Browsing MCP Server

  lcbro

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  Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.

  Last updated 3 months ago

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