"Understanding AWS EC2 Pricing" matching MCP servers:

• AWS Documentation MCP Server

  Joseph19820124

  A

  license

  A

  quality

  D

  maintenance

  Enables access to AWS documentation through natural language by fetching and converting documentation pages to markdown, searching AWS docs, and getting content recommendations for AWS service documentation.

  Last updated 2025-06-29

  3

  Apache 2.0

• AWS Documentation MCP Server

  hosseinzahed

  -

  license

  A

  quality

  -

  maintenance

  Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.

  Last updated 2025-08-15

  3

• AWS Customer Playbook Advisor

  eisuke000111

  F

  license

  B

  quality

  D

  maintenance

  Provides real-time access to AWS security best practices, incident response playbooks, and preventive security measures from the official AWS Customer Playbook Framework repository. Enables users to query AWS security guidance for services like S3, IAM, EC2, and RDS through natural language.

  Last updated 2025-06-30

  3

• aws-blackbelt-mcp-server

  konippi

  A

  license

  -

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server that enables searching AWS Black Belt Online Seminars and retrieving their transcripts.

  Last updated 2025-10-12

  5

  Apache 2.0

• Code Search MCP Server

  raintear94

  A

  license

  A

  quality

  D

  maintenance

  High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

  Last updated 2025-12-30

  3

  11

  MIT

• Nutrient DWS MCP Server

  PSPDFKit

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol server that integrates with Nutrient Document Web Service, allowing AI assistants to perform advanced PDF operations including digital signing, document generation, editing, OCR, watermarking, and redaction.

  Last updated 2026-07-24

  5

  25

  68

  MIT

• LessonLab MCP Server

  rocnubie

  A

  license

  A

  quality

  C

  maintenance

  Provides read-only access to LessonLab's lesson workflow, pricing, FAQ, and official links for MCP-compatible AI clients.

  Last updated 2026-07-28

  3

  MIT

• UTCP Documentation MCP Server

  edujuan

  A

  license

  A

  quality

  D

  maintenance

  Assists AI coding agents in understanding and implementing UTCP by providing documentation search, manual validation, code generation, OpenAPI conversion, and an LLM-powered expert agent.

  Last updated 2025-11-22

  8

  1

  MIT

• WCAG MCP Server

  joe-watkins

  A

  license

  A

  quality

  D

  maintenance

  Provides comprehensive access to WCAG 2.2 accessibility guidelines, including all 87 success criteria with full Understanding documentation, 400+ techniques, glossary terms, and ACT test rules from official W3C data.

  Last updated 2026-01-16

  20

  114

  11

  MIT

• rfcxml-mcp

  shuji-bonji

  A

  license

  B

  quality

  D

  maintenance

  A Model Context Protocol (MCP) server for structured understanding of RFC documents.

  Last updated 2026-07-13

  7

  212

  2

  MIT

• APIAny MCP Server

  ailingqu

  A

  license

  B

  quality

  A

  maintenance

  Provides tools for discovering AI models, checking pricing, retrieving API documentation context, and generating integration examples; also supports paid async image/video tasks.

  Last updated 2026-06-24

  10

  111

  MIT

• AWS AgentCore MCP Server

  weiwarren

  A

  license

  B

  quality

  D

  maintenance

  Provides comprehensive documentation about AWS AgentCore framework to GenAI tools, enabling users to build production-ready AI agents with enterprise-grade security, observability, and scalability. Offers guidance on identity management, API integration, monitoring, code execution, memory storage, and tool integration for AI agents.

  Last updated 2025-08-21

  7

  Apache 2.0

• Amazon VPC Lattice MCP Server

  rlymbur

  F

  license

  C

  quality

  -

  maintenance

  A Model Context Protocol server that provides tools for accessing and managing AWS VPC Lattice information, allowing users to list sources and retrieve sample prompts related to AWS networking documentation.

  Last updated 2025-06-06

  5

  1
• 

  CogniLedger Makuri MCP Serverofficial

  Cogniledger

  A

  license

  -

  quality

  B

  maintenance

  Public, read-only MCP server exposing structured metadata about the Makuri EdTech platform, including tools for platform info, languages, subjects, pricing, safety, compliance, tech stack, contact, free resources, and interactive panels. Designed for AI assistants to query platform details without accessing user data.

  Last updated 2026-07-28

  MIT
• 

  Choice Wiki MCPofficial

  choice-hub

  F

  license

  -

  quality

  C

  maintenance

  Provides Claude with a knowledge base about the Choice restaurant platform, enabling natural language queries about products, pricing, integrations, and features.

  Last updated 2026-06-10

• llmstxt-doc-search

  praveenc

  A

  license

  -

  quality

  A

  maintenance

  Live, ranked search across any number of llms.txt documentation sites - Strands, Kiro, the AWS guides, and whatever you add at runtime.

  Last updated 2026-07-14

  MIT

• docsray-mcp

  johnfkraus

  A

  license

  -

  quality

  D

  maintenance

  An MCP server that provides AI assistants with advanced document perception capabilities including text extraction, structure analysis, and deep content understanding through multiple tools and providers.

  Last updated 2025-08-07

  1

  Apache 2.0

• react-design-systems-mcp

  agentience

  A

  license

  -

  quality

  C

  maintenance

  Provides component information, usage guidelines, and code generation for AWS Cloudscape Design System in React, with search and pattern library capabilities.

  Last updated 2025-06-10

  38

  8

  MIT

• Cloudscape Docs MCP Server

  praveenc

  A

  license

  -

  quality

  D

  maintenance

  Provides semantic search over AWS Cloudscape Design System documentation using natural language queries, enabling AI assistants to efficiently find and retrieve component documentation with token-efficient responses.

  Last updated 2025-11-27

  2

  MIT

• Databricks Documentation MCP

  yang0733

  A

  license

  -

  quality

  D

  maintenance

  Enables AI assistants to search and explore Databricks AWS documentation through semantic search and 10 MCP tools.

  Last updated 2026-01-16

  MIT