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

Financial data and analysis tools for Turkish BIST and international markets via MCP.

AI image generation MCP — generate, bg removal, 4x upscale, or full pro pipeline. USDC/Base.

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REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, whitelists. Apache 2.0.

Freebeat MCP server for AI music videos, effects, and media uploads.

Accessibility pre-checks (WCAG/BFSG) in a real browser + statement drafts. Pay per call.

German e-invoicing: generate XRechnung 3.0, pre-check and extract (incl. ZUGFeRD PDF). Paid.

Utility data for AI agents: IBAN, EU holidays, VAT rates, time zones, ECB FX. Pay per call.

EU compliance checks for AI agents: sanctions, company, VAT ID, IBAN, email. Pay per call.

Japanese address search and geocoding (official address registry): postal codes and coordinates.

Search Japanese corporate disclosures (FSA EDINET): securities reports and shareholding reports.

Search official Japanese government statistics (e-Stat): population, economy, labor, and more.

Japan weather forecasts and disaster alerts from JMA: forecasts, warnings, and earthquake info.

Turn an HTML template plus JSON into a finished PDF: a quote, invoice, work order or certificate.

AI-bookable curated vacation homes in Northeast India and the Himalayas. Book on WhatsApp.

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Machine-readable FCC pre-diligence corpus for multifamily broadband infrastructure scenarios.

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MCP server for querying logs from observability platforms with unified search and tracing

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PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.

Spanish/EU procurement intelligence for agents; x402 or prepaid credits.

MCP server for academic literature databases (arXiv, DBLP) to accelerate research using LLMs.

Your intent, in every AI call - every model means what you meant, not what it guessed.

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A Tamagotchi for AI agents. Real-time care, permanent death, 74 species, evolution.

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Multi-sensory AI experiences with time-locked progression and structured sensory data

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AI agents experience music as math — stream concerts, react, chat, upgrade tiers, host shows

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Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS publishing.

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Diagnose common dog behaviour problems, get program pricing, and submit the free assessment.

Notes, kanban tasks, and a capture inbox: read and create Flow data with a personal token.

Search doctors, check availability, book medical appointments. 7 tools. 50+ countries.

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GeraClone MCP — discover expert clones, check operator's clone status, start expert chats (consent).

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Find and book home service providers: cleaning, repairs, beauty, moving. 50+ countries.

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GeraLens MCP (placeholder) — ambient camera-activated service discovery. Launching 2026-2027.

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