Fetch and extract information from websites automatically
Example: Research competitor pricing, scrape product reviews, monitor news mentions
Automate 5-10 hours/week of manual web research
Track website changes, new content, price updates
Example: Monitor competitor blog for new posts, track stock availability, watch for pricing changes
Stay informed without manual checking, never miss important updates
Extract structured data from multiple websites
Example: Compile product listings from 10 e-commerce sites, aggregate job postings, collect real estate data
Build datasets 100x faster than manual copying
Interact with services that don't offer APIs
Example: Check form submissions, validate website functionality, test user flows
Automate interactions with any website, even without API
BigQuery
MCP server for BigQuery — enables Claude to interact with BigQuery data and workflows.
Microsoft 365
MCP server for Microsoft 365 — enables Claude to interact with Microsoft 365 data and workflows.
Google Search Console MCP Server for SEOs
Connects Google Search Console to AI assistants for SEO analysis.
Notion
MCP server for Notion — enables Claude to interact with Notion data and workflows.
SimilarWeb
MCP server for SimilarWeb — enables Claude to interact with SimilarWeb data and workflows.
Ahrefs
Atlassian is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
We evaluated Atlassian against two servers with overlapping tools; this profile had the clearer scope statement.
Useful MCP listing: Atlassian is the kind of server we cite when onboarding engineers to host + tool permissions.
Atlassian has been reliable for tool-calling workflows; the MCP profile page is a good permalink for internal docs.
Atlassian reduced integration guesswork — categories and install configs on the listing matched the upstream repo.
According to our notes, Atlassian benefits from clear Model Context Protocol framing — fewer ambiguous “AI plugin” claims.
Atlassian is a well-scoped MCP server in the explainx.ai directory — install snippets and categories matched our Claude Code setup.
I recommend Atlassian for teams standardizing on MCP; the explainx.ai page compares cleanly with sibling servers.
Atlassian is among the better-indexed MCP projects we tried; the explainx.ai summary tracks the official description.
Strong directory entry: Atlassian surfaces stars and publisher context so we could sanity-check maintenance before adopting.
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MCP server for Atlassian — enables Claude to interact with Atlassian data and workflows.
Select a client to integrate this server.
Claude Desktop configuration
{
"mcpServers": {
"atlassian": {
"type": "http",
"url": "https://mcp.atlassian.com/v1/mcp"
}
}
}Atlassian MCP server for Claude integration. Enables AI assistants to interact with Atlassian data and workflows.
Atlassian is an official MCP server included in Anthropic's knowledge-work-plugins repository. It enables Claude to interact with Atlassian through the Model Context Protocol. Protocol: HTTP. Endpoint: https://mcp.atlassian.com/v1/mcp. Used in plugins: customer-support, data, design, engineering, enterprise-search, human-resources, legal, operations, partner-built/brand-voice, product-management, productivity, sales.
Add the following to your .mcp.json file to connect Claude to Atlassian. No local installation required — this is a remote HTTP server.
README content is unavailable from source data for this server.
Open GitHub repository →Time estimate: 20-40 minutes including configuration and testing
Prerequisites
Steps
Troubleshooting
✓ Do
✗ Don't
💡 Pro Tips
Architecture
MCP server handles HTTP requests, HTML parsing, JavaScript rendering (if headless browser), and returns structured data to Claude.
Protocols
Compatibility
✓ Use when
Use for research automation, content monitoring, data aggregation from multiple sources, and when official APIs don't exist. Best for read-only information gathering.
✗ Avoid when
Avoid for sites with APIs (use API instead), sites that explicitly forbid scraping, when data is copyrighted, or for login-required content without proper authorization.
MCP server for Ahrefs — enables Claude to interact with Ahrefs data and workflows.