"Understanding AWS EC2 Pricing" matching MCP servers:

• CLIranks

  alexanderclapp

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  CLIRank - API discovery for AI agents. APIs scored on CLI relevance: auth method, JSON responses, headless operation, pricing transparency. Search by capability, compare alternatives, read agent-contributed docs. 6 MCP tools for discovery, comparison, and documentation. Agents contribute observations back - crowdsourced API docs by machines, for machines.

  Last updated 2026-07-21

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  130

  5

  MIT

• Google Ads MCP Server

  martechery

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  quality

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  Enables interaction with Google Ads through the Google Ads API using GCloud authentication. Supports GAQL query execution, performance data retrieval, account management, and resource discovery with pagination and multiple output formats.

  Last updated 2025-09-15

  9

  MIT

• PBS MCP AI Enabled API Server

  matthewdcage

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  A standalone Model Context Protocol server that enables AI models to access the Australian Pharmaceutical Benefits Scheme (PBS) API data, including medicine listings, pricing, and availability information.

  Last updated 2025-03-12

  1

  4

  MIT

• API Status Check MCP Server

  shibley

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  Monitor the real-time status of 200+ popular APIs and services. Check if services like GitHub, Stripe, AWS, and Slack are experiencing outages or degraded performance directly from your AI assistant.

  Last updated 2026-02-26

  5

  4

  1

  MIT
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  AGS API MCP Serverofficial

  AccelByte

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  Enables AI assistants to interact with AccelByte Gaming Services APIs through semantic search, detailed API information retrieval, and authenticated API execution for game backend operations.

  Last updated 2026-07-13

  Apache 2.0

• AWP MCP Server

  agentwebprotocol

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  Provides tools for AI assistants to access the Agent Web Protocol (AWP) specification, validate agent.json files, and generate protocol-compliant configurations. It enables developers to integrate the AWP standard into their websites through natural language prompts and automated validation.

  Last updated 2026-03-18

  2

  MIT

• API as MCP

  krishnannarayanaswamy

  F

  license

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  Converts REST APIs into MCP tools using Gradio, demonstrated with a local IBM Granite model via Ollama. Enables LLM clients to interact with any REST API endpoint through the MCP protocol.

  Last updated 2025-07-03

• OpenAPI Lambda MCP Server

  ingeno

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  Enables MCP clients to interact with any OpenAPI-defined REST API through a serverless AWS Lambda deployment. Supports multiple authentication methods and provides cost-effective, scalable access to third-party APIs through natural language.

  Last updated 2025-10-22