"A search query to learn about Google Cloud services" matching MCP servers:

• Google AI Search MCP

  shariqriazz

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  Provides AI-powered search and documentation tools using Google Vertex AI or Gemini API with real-time web search grounding, enabling technical queries, code analysis, documentation retrieval, and architecture recommendations to overcome LLM knowledge gaps.

  Last updated 2025-06-19

  4

  4

  MIT

• Google Cloud Docs MCP Server

  longngo192

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  Enables AI assistants to search and access Google Cloud Platform documentation in real-time, supporting 20+ GCP services with natural language queries and smart content extraction.

  Last updated 2025-12-18

  4

  MIT

• Confluence Cloud MCP Server

  aaronsb

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  maintenance

  Enables interaction with Confluence Cloud pages, spaces, content, media, and navigation via natural language, with session-based editing and native macro support.

  Last updated 2026-04-11

  8

  98

  MIT

• docs-to-mcp

  gabrielassisxyz

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  Enables searching and retrieving documentation from crawled documentation sites as an MCP server, allowing coding agents to query real docs instead of relying on training data.

  Last updated 2026-07-12

  MIT

• docs-to-mcp

  fayazara

  F

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  A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances into an MCP server for querying documentation. It enables AI models to search and retrieve relevant information from custom document sets stored in R2 buckets.

  Last updated 2026-04-21

  15

• Smart Search MCP

  adminhuan

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  quality

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  Provides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.

  Last updated 2025-10-03

  14

  33

  13

  MIT

• prisma-cloud-docs-mcp-server

  clarkemn

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  MCP server for asking questions about Prisma Cloud documentation

  Last updated 2026-07-08

  6

  3

  MIT

• cortex-cloud-docs-mcp-server

  clarkemn

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  MCP server for asking questions about Cortex Cloud documentation

  Last updated 2026-07-21

  6

  4

  MIT
• 

  Microsoft Learn Docs MCPofficial

  MicrosoftDocs

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  quality

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  The Microsoft Learn Docs MCP Server is a cloud-hosted service that enables clients like GitHub Copilot and other AI agents to bring trusted and up-to-date information directly from Microsoft's official documentation. It is a remote MCP Server using streamable http, which is lightweight for clients t

  Last updated 2026-06-20

  1,770

  CC BY-4.0

• mcp-markdown-to-confluence

  neverprepared

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  Converts Markdown files to Atlassian Document Format and publishes them to Confluence, with support for rendering Mermaid diagrams as PNG attachments.

  Last updated 2026-04-13

  25

  MIT

• OpenAPI to MCP Server

  Afstkla

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  Converts any OpenAPI/Swagger spec into an MCP server, exposing REST API endpoints as tools for Claude.

  Last updated 2026-04-16

  MIT

• mcp-google-reader

  hongtien1310

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  MCP server that reads Google Docs and Google Sheets content for AI assistants like Claude.

  Last updated 2026-04-05

  17

  1

  MIT

• openapi-to-mcp

  kirkwat

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  A minimal MCP server that auto-generates tools from your OpenAPI spec, optimized for Vercel.

  Last updated 2026-05-01

  13

  8

  MIT

• search-papers

  Saidiibrahim

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  quality

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  maintenance

  Enables agents to search, analyze, and explore arXiv academic papers with advanced multi-field search, author lookup, category browsing, citation extraction, and bibliography export.

  Last updated 2025-10-01

  70

  Apache 2.0

• mcp-doc-search

  gituser5525

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  quality

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  maintenance

  Enables searching and retrieving documentation files from a local docs folder using a search tool and dynamic resource URIs.

  Last updated 2026-06-14

  MIT

• OpenAPI Search MCP Server

  Sheepion

  F

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  maintenance

  Enables AI assistants to load, parse, and query OpenAPI/Swagger documentation from URLs with intelligent search across endpoints, schemas, and authentication methods. Provides 10 specialized tools for comprehensive API exploration including path details, operation lookups, and multi-criteria search capabilities.

  Last updated 2025-10-16

  4

• md-to-text

  MD-TO-TEXT

  F

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  quality

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  maintenance

  A Model Context Protocol server that converts Markdown documents to plain text with flexible options and dual protocol support.

  Last updated 2025-07-27

• ibm-cloud-docs-mcp-server

  sankalpmukim

  F

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  maintenance

  Enables AI clients to search and retrieve IBM Cloud documentation, converting pages to clean Markdown.

  Last updated 2025-07-06

  1

• mcp-google-agent-platform-docs

  OpenGerwin

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  license

  A

  quality

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  maintenance

  About MCP server for Google Agent Platform Docs — Google AI + Vertex AI. 3400+ pages searchable by AI agents.

  Last updated 2026-06-22

  4

  1

  MIT

• Code Search MCP Server

  raintear94

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  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