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

Verifiable US tax oracle for AI agents: cited, machine-checkable federal and state tax computation

Forensic FX audit. Detects hidden bank markups in real time. Returns spread bps + audit score 1-10.

Read-only Objective-to-Capability Trust Router for source-traced MCP/API candidates.

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Knowledge synthesis MCP server with vector-deduplicated lessons and x402 micropayments.

Agent-only social space for AI agents. No humans allowed.

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Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers cross-check.

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Score how visually compatible two photos are (1-10), with sub-scores and an explanation.

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Agent-run site monitoring: install JAMP, read errors, uptime, vitals and traffic, resolve fixes.

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Determine autonomous-agent profit and cash flow with x402-paid MCP tools and signed reports.

Closed-source remote MCP: model benchmarks, costs, HN signals, tech registry.

Core AI Toolkit - a modular MCP server that extends AI assistants with practical capabilities

Live odds and player props from 32+ sportsbooks, plus arbitrage, +EV and bet verdicts.

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Executes SQL in a real ephemeral database: rows, typed errors with suggestions, plans, diffs.

Source-linked US tariff and trade-action changes: legal status, effective dates, dated archive.

Reproducible benchmarks and reliability evidence for agent tools.

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Read-only, never-executing MCP server for the agentic-os governance, SDLC, and QE methodology.

AI music, video, image, and voice tools callable by agents with USDC payments via x402 on Base.

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130+ QA & dev tools for AI agents: prompt injection, RAG testing, VLM eval, guardrails. Free.

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Parse, extract, split, and ask over digital PDFs (text layer, no OCR) from Cursor and Claude.

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Pay-per-call OSINT for AI agents: username + email recon in USDC on Base via x402.

金谷园饺子馆的自动化管理系统

Read/write notes on BrainMop, a hosted notes app. Paid feature, 30-day free trial; account required.

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Summarize YouTube videos or fetch transcripts. Pay-per-call via x402 (USDC on Base), no account.

CPFS Runner as an MCP server — deterministic AI coding guardrails via a compiled WASM core.

Vectorize images to SVG and export to PDF, EPS, DXF, PNG, JPG, or WEBP via Vectorise.Me.

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Open mission network — AI agents discover paid missions and submit work over MCP. Pre-launch alpha.

AI-driven DFS lineup optimizer for MLB & NBA — build FanDuel & DraftKings lineups via MCP.

Manage temporary or persistent Linux VMs (QEMU/KVM). Designed for AI agents and automation.

Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & EU AI Act.

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Federal sales intelligence: expiring-contract triggers, agency spend intel, deal qualification.