com.mcparmory/google-search MCP Server
com.mcparmory/google-search
Access Google search results, ads, and knowledge panels via MCP for AI agents.
What is the com.mcparmory/google-search MCP server?
The Google Search MCP server enables AI agents to scrape and retrieve Google search results including SERP data, ads, and knowledge panels. It exposes Google's search capabilities as MCP tools, allowing Claude and other AI clients to programmatically query search results and extract structured information.
This server connects AI agents to Google Search, letting you retrieve search results, ad data, and knowledge panel information programmatically. Use it to automate search-based research, competitive analysis, or integrate real-time search data into AI workflows.
How to install com.mcparmory/google-search
Copy-paste configuration for popular MCP clients.
Tools & capabilities
Tools this server exposes to the agent.
Google Search— Scrape Google search results with SERP data, ads, and knowledge panels
Use cases
- Retrieve live Google search results for a query and extract top-ranking pages
- Analyze paid ads and sponsored results appearing in Google search
- Extract knowledge panel information (facts, definitions, entity data) from search results
- Automate competitive research by searching for competitor keywords and analyzing results
- Build search-driven research workflows that feed real-time data into AI analysis
com.mcparmory/google-search MCP server FAQ
It's an MCP server that scrapes Google search results and returns SERP data, ads, and knowledge panels. You can use it to programmatically query Google Search and extract structured information for AI workflows.
The server itself is open-source (MIT licensed), but using Google Search may require authentication or API credentials depending on your usage. Check the server's README for credential setup details.
Install via pip (pip install mcparmory-google-search) or use uvx (uvx mcparmory-google-search). Then add it to your MCP client config with the appropriate environment variables for authentication.
Authentication requirements depend on Google's current API policies. See the individual server README for credential setup and any required API keys or tokens.
It returns SERP (search engine results page) data including organic results, paid ads, and knowledge panels with structured information about entities and topics.
The server code is MIT-licensed, but you must comply with Google's Terms of Service for search data usage. Review Google's policies on scraping and automated access before deploying in production.
README (reference)
Source of truth, from the repository.
MCP servers that connect AI agents to real-world APIs. Each server is a standalone Python package — generated from the upstream OpenAPI spec using MCP Blacksmith and tested against the live API before release. Hosted on MCP Armory or run independently.
<!-- SERVERS:BEGIN -->Servers
🧠 AI & Machine Learning ElevenLabs · Linkup · Parallel · Perplexity AI · Ragie · Replicate
📊 Analytics Ahrefs · Datadog · Google Analytics · Google Search Console · Linkly · Mixpanel · PostHog
⛓️ Blockchain & Crypto Alchemy NFT
💼 CRM & Sales Apollo
💬 Communication Atlassian Confluence · Google Gmail · MailerSend · Mailtrap · Postmark · Resend · Slack
🗄️ Data & Databases Enigma · Pinecone
🛠️ Developer Tools AgentQL · Apify · Bitbucket · Bright Data · Browserbase · BuiltWith · Canvas · CircleCI · Codacy · Contentful Management · ConvertAPI · E2B · Firecrawl · GitHub · GitLab · LaunchDarkly · Postman · Scrapingant · Semrush AppCenter · Sentry
📄 Documents & Printing PDF.co
🛒 E-commerce Shopify Admin
💰 Finance Alpha Vantage · Polygon · Ramp
👥 HR & Recruiting BambooHR
☁️ Infrastructure Globalping · Grafana · PagerDuty · Rootly · Runpod
⚖️ Legal & Compliance NetLicensing
🗺️ Maps & Location Google Maps Platform · IP2Location.io IP Geolocation · OpenCage Geocoding
📣 Marketing Customer.io Journeys Track · Klaviyo
🎬 Media & Entertainment Canva · Perigon
✅ Productivity Airtable · Asana · Atlassian Jira · ClickUp · Figma · Google Sheets · Miro · Notion · Outline · Shortcut
🔍 Search Algolia Search · Google Search
📦 Storage Box · Files.com · Google Drive
📌 Other Close
More servers are being added continuously.
<!-- SERVERS:END -->Install & Usage
Every server is a standalone PyPI package (mcparmory-<server-name>). Each server's own README.md has full credential setup and configuration instructions.
# With uvx (no install needed)
uvx mcparmory-github
# With pip
pip install mcparmory-github
mcparmory-github
MCP client configuration (Claude Desktop, Cursor, Codex, Claude Code):
{
"mcpServers": {
"github": {
"command": "uvx",
"args": ["mcparmory-github"],
"env": {
"BEARER_TOKEN": "ghp_your_token_here"
}
}
}
}
Features
Every server in this registry provides:
- Full API coverage — all endpoints from the OpenAPI spec are exposed as MCP tools
- Authentication — API key, Bearer token, Basic auth, OAuth2, JWT, OpenID Connect, and mutual TLS
- Multi-auth — servers that support multiple auth methods let you configure whichever you prefer
- Pydantic validation — request parameters are validated before sending to the API
- Resilience — configurable retries with exponential backoff, connection pooling, and timeouts
- Response sanitization — optional redaction of sensitive fields from API responses
How servers are generated
Servers are generated by MCP Blacksmith, an automated pipeline that:
- Parses an OpenAPI specification
- Transforms operations through LLM-driven passes (naming, parameter filtering, enhancement, classification)
- Generates a complete MCP server with auth, models, validation, and configuration
- Tests every tool against the live API using an autonomous agent
- Deploys passing servers to this registry
The generator targets Python 3.11+ and uses FastMCP as the MCP framework.
Contributing
Servers are auto-generated — don't edit server code directly. If you find an issue, open a GitHub Issue describing:
- Broken or deprecated endpoints
- Missing or incorrect parameters
- Authentication problems
- Incorrect request/response models
We'll re-generate the affected server with the fix. To request a new server, open an issue with a link to the API's OpenAPI spec or documentation.
License
Each generated server is released under the MIT License. The underlying APIs have their own terms of service — see individual server READMEs for details.
<p align="center"> <a href="https://mcparmory.com">MCP Armory</a> · <a href="https://mcpblacksmith.com">MCP Blacksmith</a> · <a href="https://docs.mcpblacksmith.com/quickstart">Docs</a> </p>
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