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

Look up IP address geolocation data including country, city, timezone, and ISP details

30
Python
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AI-powered email marketing automation and campaign management via Klaviyo API

30
Python
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Manage LaunchDarkly feature flags, segments, projects, environments, and team members via MCP.

30
Python
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Create short links, manage domains, and track click analytics with Linkly API integration

30
Python
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Search the web and fetch pages with sourced results, optimized for AI agents

30
Python
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Send transactional emails, manage domains, and track delivery with MailerSend API integration.

30
Python
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Send emails and manage domains, suppression lists, and delivery analytics via Mailtrap API

30
Python
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COcom.mcparmory/miro logo

Programmatically create and manage Miro boards, items, and diagrams via MCP.

30
Python
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Analyze user behavior with funnels, retention, cohorts, and event segmentation via Mixpanel API

30
Python
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Create and manage software licenses, products, modules, and customer licensing agreements via MCP

30
Python
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Create, update, and manage Notion pages, databases, and workspace users via AI agents.

30
Python
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Convert addresses to coordinates and reverse-geocode locations worldwide using OpenCage Geocoding API

30
Python
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Create, manage, and organize team documents with AI-powered Outline integration

30
Python
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Manage PagerDuty incidents, on-call schedules, escalation policies, and alerts via AI agents.

30
Python
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Search the web, extract content, and run distributed tasks with AI-powered automation

30
Python
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Extract, edit, convert, and parse PDF documents with OCR and AI capabilities

30
Python
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Search real-time news articles, companies, journalists, and trending topics via Perigon API

30
Python
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Search the web and generate AI responses with real-time information via Perplexity API

30
Python
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Create and manage vector database indexes, backups, and collections with Pinecone

30
Python
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Access stock, crypto, and ETF market data with real-time quotes, analyst ratings, earnings, and financial news.

30
Python
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Connect Claude to PostHog analytics—capture events, evaluate feature flags, and manage projects.

30
Python
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Connect AI agents to the Postman API for managing API collections, specifications, and team workspaces

30
Python
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Send, track, and manage transactional and bulk email via Postmark API

30
Python
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Ingest, manage, and retrieve documents for RAG-powered AI applications

30
Python
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COcom.mcparmory/ramp logo

Manage expenses, corporate cards, and accounting integrations via Ramp API

30
Python
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Run AI models and manage predictions via Replicate's cloud API

30
Python
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Send, track, and manage transactional emails at scale with Resend API

30
Python
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Manage incident alerts, events, and workflows in Rootly with AI-powered automations

30
Python
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Launch, scale, and manage GPU pods and serverless endpoints across regions with Runpod

30
Python
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Web scraping with JavaScript rendering and CAPTCHA handling for AI agents

30
Python
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