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

Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and MCP settings.

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Enterprise certification for codebases with multi-agent security, reliability, and quality audits

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Verify docs against code, detect drift, and generate verified specs (MCP server).

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Persistent AI memory for coding assistants. 80+ tools for decisions, patterns, errors.

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MCP Server for RQ-SCAN - AI-powered document OCR and data extraction platform

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Governed memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.

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Discover, enrich, and rank GitHub repos for an objective with weighted, evidence-based scoring.

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Create, read, update, illustrate, export, and share live mind maps in coret.id.

Governance runtime for AI agents with signed provenance, compliance audits, and OSINT.

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Unofficial read-only client for the mein-aldi.de (ALDI Süd) grocery-delivery catalog.

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LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

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LLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.

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Create and manage virtual trade shows (halls, stands, conferences) and reference physical events.

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Track every AI token across Claude, ChatGPT, Gemini, Cursor, and Claude Code.

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Persistent task board synced across Claude Code and Claude.ai, backed by Supabase.

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Real-time B2A and M2M deprecation feeds for AI agents and dev pipelines.

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Auto-generate a hosted MCP server from any SaaS product URL in minutes. No code required.

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Turn PyTorch into fast CUDA/Triton kernels on real datacenter GPUs with up to 14x speedup.

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Crypto signals, Kalshi prediction markets, wallet AML. x402 USDC on Base.

Search across 9 platforms to find existing products similar to your idea.

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Real-time authoritative data for Ritwik Joshi (2x TEDx Speaker, AI entrepreneur).

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UK Charity Commission register with cleaning - 31 tools for search, financials, governance.

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UK Companies House with cleaning - 12 tools for search, profiles, officers, PSCs, filings, and more.

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UK Environment Agency data with cleaning - 10 tools for floods, water quality, permits, catchments.

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UK FCA Financial Services Register with cleaning - 19 tools for firm and individual data.

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Crypto wallets, payments, and referral earnings for AI agents on Base L2

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Social media scheduler for AI agents: draft posts into a human-approved queue for 15 networks.

Free financial data: company analysis, DCF, comps, benchmarks, screening. No API key.

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Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.

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Socializioz AI agent for creating, approving, scheduling, and managing social media content.

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