PluginBench

MCP Servers

Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.

37,330 MCP servers

AI-powered BambooHR integration for managing employee records, time off, benefits, and payroll.

30
Python
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Manage Bitbucket repositories, branches, webhooks, and pull requests via MCP

30
Python
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COcom.mcparmory/box logo

Manage files, folders, and team collaboration with access controls via Box API

30
Python
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Create and control browser sessions for web automation, testing, and AI agent tasks

30
Python
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Detect technologies and tech stacks used on any website via the BuiltWith API

30
Python
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Create designs, manage assets, and automate design generation with Canva's API

30
Python
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Connect AI agents to Canvas LMS for course, submission, grade, and student data management.

30
Python
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Manage CircleCI pipelines, workflows, and job metrics through AI agents

30
Python
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Connect Claude and Cursor to ClickUp for task and project management via MCP

30
Python
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Analyze code quality, security issues, and coverage across repositories with AI agents

30
Python
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Create, update, and publish content across Contentful spaces and environments via MCP.

30
Python
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Convert files across 500+ formats: documents, PDFs, images, and more via the ConvertAPI service.

30
Python
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Connect AI agents to Customer.io to track customer data, manage segments, and trigger personalized campaigns

30
Python
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Monitor infrastructure, manage agents, and track metrics, logs, and events with Datadog via MCP.

30
Python
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COcom.mcparmory/e2b logo

Create and manage secure sandboxes for running AI agent code with E2B

30
Python
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Convert text to speech, transcribe audio, and dub videos with AI voices using ElevenLabs

30
Python
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Access Figma design files, data, projects, comments, and team assets via MCP.

30
Python
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Manage files, users, and workflows across cloud storage with AI-powered automation

30
Python
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Scrape, crawl, and extract structured data from websites at scale with AI agents

30
Python
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AI-powered GitHub management: repositories, users, releases, and workflow automation via MCP

30
Python
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GitLab project and CI/CD management for AI agents via MCP

30
Python
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Run network diagnostics (ping, traceroute, DNS) from probes worldwide via the Globalping API

30
Python
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Query GA4 analytics data with custom reports, pivot tables, and audience exports via MCP.

30
Python
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Manage files, folders, permissions, and collaborative content in Google Drive via MCP.

30
Python
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Send, read, and organize Gmail emails with AI agents—manage labels, drafts, and filters.

30
Python
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Geocode addresses, calculate directions, and search places using Google Maps API

30
Python
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Access Google search results, ads, and knowledge panels via MCP for AI agents.

30
Python
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Query Google Search Console analytics, manage sitemaps, and inspect site URLs and status via MCP.

30
Python
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Create, read, and modify Google Sheets spreadsheets and data via AI agents.

30
Python
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Manage Grafana dashboards, users, teams, alerts, data sources, and access control via MCP.

30
Python
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