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

Live countdown timers for game launches, movie releases, sports and holidays.

0
JavaScript
MIT
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MCP server exposing cPanel UAPI (domains, DNS, email, MySQL, files) as tools for AI assistants.

0
JavaScript
MIT
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Run long shell commands as background tasks: start them, keep working, collect the results later

0
Python
MIT
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MCP Server for Optics Design System documentation and token usage.

0
TypeScript
MIT
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Read-only, zero-key MCP server for point-in-time AI model API prices. Open data, CC BY 4.0.

0
JavaScript
MIT
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Personal finance MCP server with budgeting, analytics, and PostgreSQL.

0
Python
MIT
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Deterministic cross-branch conflict detection for AI coding agents

0
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FlashBank

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Fixed-fee P2P term loans (no oracles) and flash loans on Ethereum, Base, Arbitrum and Sepolia.

0
JavaScript
MIT
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Monero/Zcash payment webhooks + DeFi liquidation & Ethereum builder data over MCP. Free tier; x402.

0
JavaScript
MIT
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Drive a running Ikenga desktop app from MCP clients — DOM, click, type, navigate, screenshot.

0
JavaScript
Apache-2.0
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Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-flow analytics

0
JavaScript
MIT
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Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

0
Python
Apache-2.0
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AI agent observability with deterministic record/replay for debugging agent failures.

0
Python
Apache-2.0
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Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.

0
Python
Apache-2.0
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BYOK Reddit/YouTube research CLI with a tamper-evident audit log and an MCP server.

0
Python
Apache-2.0
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Signs, hash-chains, and verifies compute usage receipts via an MCP server, no issuer trust required.

0
Python
Apache-2.0
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Wraps the ContinuityGuard CLI as a single generic MCP tool for video-clip continuity scans.

0
Python
Apache-2.0
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Wraps the fpp CLI as a single generic MCP tool for freelancer client payment-risk checks.

0
TypeScript
MIT
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Mines git history for file co-change patterns into a queryable knowledge graph via MCP.

0
Python
Apache-2.0
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Fail-closed deterministic checks and hash-chained receipts for AI agent outputs via MCP.

0
Python
MIT
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Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

0
Python
Apache-2.0
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Zero-config SEO and GEO checker: 21 technical-SEO and generative-engine checks for a live site.

0
Python
MIT
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Wraps the MasteryTrace CLI as a single generic MCP tool for skill-mastery tracking.

0
Python
MIT
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Independent, reproducible benchmark harness for agent-memory backends.

0
Python
Apache-2.0
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Wraps the ownvoice CLI as a single generic MCP tool for voice/identity checks.

0
Python
MIT
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Verifies Ed25519-signed attestation records and builds audit reports via MCP tools.

0
TypeScript
MIT
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Manage podcast guest pipeline, outreach drafts, and analytics via 5 MCP tools.

0
TypeScript
MIT
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Scans datasets/models for PII/secrets, redacts, and packages a public-release bundle via MCP.

0
Python
Apache-2.0
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Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.

0
Python
MIT
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Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

0
Python
Apache-2.0
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