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.

23,114 MCP servers

Track AI agent fleet performance, costs, anomalies, and trends.

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Submit URLs to Google and Bing for indexing, scan sitemaps, check index status.

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Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

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Scan websites for security vulnerabilities, headers, TLS, and email security.

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Owned-target web security assessment MCP server for authenticated, high-friction apps.

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Read-only MCP server for The Cracks Index: ranks countries and regions on social-safety strength

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smartfetch direct-URL fetch, smartsearch web discovery, smartcrawl sites, and docs export MCP.

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Browser tasks, sessions, and recipes for MCP and HTTP automation.

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One key for AI video, voice, music, and image across 40+ frontier models. BYOK zero markup.

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stories.yaml — an open specification for software requirements, enforced by CI.

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stories.yaml — an open specification for software requirements, enforced by CI.

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Generates unit tests for Python code with coverage before/after reports and concrete edge cases.

Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID mapping).

Search open SVG icon packs and fetch exact SVG markup from coding agents through MCP.

AI-powered job cost estimator for skilled trades with material and labor breakdowns

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AI-powered diagnostics for elevator, escalator, and vertical transportation equipment

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Query and manage Microsoft Graph and Azure Resource Manager APIs from MCP clients.

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Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for AI workflows.

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Semantic search and AI context for your Obsidian vault. Surface patterns with catalysts.

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125+ browser tools for PDF, Image, Video, Audio, AI, Scanner. Files never leave your device.

Official DevSpeak MCP server — translate technical text into formal specs from any AI IDE or agent

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Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light/dark mode.

Pay-per-call dependency trust oracle: verifies npm/PyPI packages before an AI agent installs them.

Read-only MCP for FormLab — talk to your local lab notebook via Claude. Data stays local.

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MCP server providing attendance data queries via the CloudTime API.

Coinbase - 20 tools for market data, order books, and trading pairs

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Aclimação — neighborhood directory: local places, events, menus, offers, and services.

Agenda Rio — events and cultural agenda for Rio de Janeiro: shows, exhibitions, and things to do.

Agenda SP — events and cultural agenda for São Paulo: shows, exhibitions, and things to do.

Aqui é a Bela Vista.