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

Connect AI agents to 11+ social platforms for scheduling, publishing, and tracking posts via hosted MCP.

80
JavaScript
MIT
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Private journal MCP server to search, analyze, and create Dabble Me entries securely via OAuth.

80
Ruby
MIT
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Local-first DOCX formatter for academic papers with content-integrity verification.

80
Python
MIT
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GitHits

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Search public open-source code, docs, and package metadata to give AI coding agents real-world context.

79
TypeScript
Apache-2.0
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Connect AI coding tools to LogClaw incidents, logs, and anomaly detections in your VPC.

79
TypeScript
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MCP server for Atlassian Bitbucket Data Center—interact with repositories and code

79
TypeScript
MIT
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MCP server for Atlassian Confluence Data Center—access and manage content via AI assistants.

79
TypeScript
MIT
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MCP server for Atlassian Jira Data Center—search, view, and create issues via AI assistants.

79
TypeScript
MIT
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MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic ABAP artifacts.

78
TypeScript
MIT
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AI-powered endurance coaching platform that syncs fitness data and provides personalized training analysis.

77
TypeScript
Apache-2.0
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Nibomo

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AI-powered flashcards with spaced repetition—read, write, and review cards conversationally via MCP.

77
TypeScript
MIT
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Get AppSignal alerts, search logs, and retrieve logs within time ranges for application monitoring.

77
TypeScript
MIT
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AWS DynamoDB table and item operations with fine-grained access control for AI agents.

77
TypeScript
MIT
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Automate Fetch Pet insurance claims management with browser automation.

77
TypeScript
MIT
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Manage Fly.io apps, machines, logs, and Docker images via MCP.

77
TypeScript
MIT
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Google Cloud Storage bucket and object management with fine-grained access control.

77
TypeScript
MIT
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Gmail integration for personal and Google Workspace accounts with OAuth2 and service account support.

77
TypeScript
MIT
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Automate Good Eggs grocery shopping with browser automation.

77
TypeScript
MIT
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Google Calendar Workspace integration with service account support and domain-wide delegation.

77
TypeScript
MIT
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Access and manage Google Docs with OAuth2 and service account authentication.

77
TypeScript
MIT
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Search Google Flights, check date grid pricing, and look up airports—no API key required.

77
TypeScript
MIT
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Manage Hatchbox Rails hosting with env inspection, deploys, and process monitoring.

77
TypeScript
MIT
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Programmatic image comparison and visual diff generation for design validation.

77
TypeScript
MIT
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Readonly Langfuse LLM trace and observation analysis for developers using Langfuse observability.

77
TypeScript
MIT
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Access and manage Monarch Money accounts, transactions, budgets, and net worth via AI agents.

77
TypeScript
MIT
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Access and manage 1Password credentials and secrets directly from your AI agent via the CLI.

77
TypeScript
MIT
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Browser automation with Playwright and optional stealth mode to bypass anti-bot protection.

77
TypeScript
MIT
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Search award flights and travel deals across 20+ airline loyalty programs.

77
TypeScript
MIT
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Run Proctor exams against MCP servers with automated execution and result management.

77
TypeScript
MIT
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Fetch web resources with content extraction, HTML noise stripping, and anti-bot bypass capabilities.

77
TypeScript
MIT
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