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

Operate a REAPER session in plain language, with writes verified against REAPER feedback.

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Launch products and branded checkouts on Payments AI, the Merchant of Record for AI-built apps.

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Search Amazon products by price and rating, or build curated shopping kits for any goal.

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Find fresh, source-backed rare and one-of-one products at independent retailers.

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Decrypt .lsa/.lsav files from Xiaomi devices. Upload, status, download, pricing.

Capture, OCR-search, and retrieve local Mac screenshots for AI agents through Stashot.

Free, copyright-safe AI music library for video creators and AI agents.

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

Specialist tools for any job — a lead, an image, a song, live data, and more.

Official rooms, live availability, booking links, and wedding info for The Hill Kinabalu.

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Google Workspace MCP server for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Chat.

French cultural events search with multi-reseller ticket price comparison (theatre, concerts...)

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Search real estate auction properties across Europe with filtering by country, price, and ROI.

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Puerto Rico news (English summaries + links) and live island conditions, read-only over MCP.

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Persistent memory for AI agents. 36+ MCP tools: encryption, decay, hybrid search, knowledge graph.

Live context engine for AI agents. 27+ MCP tools: health, memory, skills, file trees on demand.

BaZi (八字) MCP gateway + 玄学社区. 12 tools (4 fortune + 5 forum + 3 meta). x-api-key required.

Hemrock financial modeling prompts: context primers, task prompts, checks, and best practices.

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Urban intelligence knowledge graph. Structured locality data for civic problem-solving.

Agent Pay and planning graph for stablecoin commerce.

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Search technical manuals for T&M, industrial automation, and power electronics equipment.

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MCP server for KeeperHub blockchain workflow automation

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Self-custody Ethereum Agent Wallet. All chains enabled by default. User assumes all risks.

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Vet LLM-emitted shell commands BEFORE execution. 26 destructive-pattern rules / 8 families.

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AI agent token-cost telemetry + 429 prediction. Per-agent attribution, anomaly + routing + quota.

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MCP server for OpenClaw deployment health: gateway, resources, errors, skills, upgrades, disk.

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Verify AI agent claims vs reality: inline grounding-check + swallowed-exception + transcript review.

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Vet third-party AI agent extensions + agent-config files (AGENTS.md, .cursor/rules, CLAUDE.md).

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AI runtime upgrade safety + provider-side regression detection (snapshot diff + fingerprint).

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MCP server for cron silent-failure detection across crontab, systemd, and OpenClaw schedulers.

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