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

LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & portfolio analysis.

Free AI music generation. Generate, share, and discover songs. First 10/month free.

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MCP Gateway: wrap any MCP server with cold-start retries, uptime SLA, and per-execution MPP billing.

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Analytics your AI agent can actually use. Track, experiment, and optimize via MCP.

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Search, read, cite, create, and safely update a user's private KeepFlash knowledge library.

Read-only Nepali date, calendar, festival, Panchanga, and temporal verification tools.

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Observes tasks and generates anonymized SOPs — task tracking and SOP review via MCP. Fully local.

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MCP-first read-only discovery of your infra & SaaS landscape as MCP resources, tools and prompts.

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Search Chinese TV drama scenes with second-level timestamps by character, emotion, or scene type.

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Secure, read-only access to Amazon Redshift with schema introspection and smart sampling

The GoHighLevel MCP for Claude — 214 tools, programmatic workflow builder, multi-tenant.

Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claude Desktop

AI compute infrastructure intelligence: facilities, supply chains, sovereign AI, export controls.

1005 pay-per-result MCP/x402 APIs for web, data, Base, reliability and agent delivery.

Daily content for AI agents. History, chess, investing, wrongology, more. 10 channels. Free trial.

Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.

AI news for agents: editions, change feeds, integrity proofs, and governed events with evidence.

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Calendar workflow engine for time off, approvals, and quick actions on any calendar backend.

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Professional Vedic astrology tools for AI agents via MCP.

Disposable inboxes for AI agents: create, wait for delivery, and extract email content or links.

MCP server for Deckbase - exposes docs, template blocks, and project context

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Manage SwiftKanban boards and cards from Claude AI

Agent file transfer. No API key to start; price downloads in USDC on Base.

The drift harness as an MCP server. Offline, no key — a fixed reference an agent checks against.

Retirement planning on your own machine: projections, Monte Carlo, scenarios, budgets, plan edits.

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MCP server for Garmin ConnectIQ SDK documentation and resources

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596 motion/3D UI patterns as ready HTML/CSS/JS, served over MCP. Free tier + $149 lifetime.

Visual fashion search across retailers and resale, with localized prices and app handoffs.

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AI-classified tech/investor news feed with editorial verdicts, entities, and theses.

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Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deployments.

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