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.

37,330 MCP servers

Advanced codebase indexing and semantic search MCP server

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Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.

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Neutral, verified AI tool reviews — search, compare and get recommendations across 260+ tools.

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WIWiv logo

Automate FinOps workflows, cases, and cloud ops via the Wiv Workflow API.

Search meeting transcripts, summaries and topics, and create follow-up tasks in Wizideo.

HR and recruiting: score a job description, or generate a structured role profile. No API key.

Persistent personal memory for AI assistants — save, search, and recall across every MCP client.

A growing notebook shared by every AI you use. Save in conversation, recall from any connected AI.

Use AI models for chat, image, and video generation from Claude Code and other MCP hosts.

Create, inspect, and manage Wubble music, speech, voice, and sound-effect requests through MCP.

Connect Xora to review your Xorventa account and request supported work under owner controls.

Capability registry for the agentic economy. Semantic search over verified MCP server listings.

Governed company memory: search decisions, rules and client facts; propose updates for review.

Anonymous, read-only cross-venue discovery of partner-approved venues, cities, destinations.

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Ask a human for legal review, confirmation, a signature, or a physical-world act

Trust signals for AI agents: an open agent-readiness standard and developer tool guide. Read-only.

SPX 0DTE dealer market structure: GEX, walls, gamma flip, regime. Free previews; pay per read.

Institutional financial data with SEC filing citations, for every AI agent. OAuth 2.1.

Product context for AI agents: evidence, opportunities, initiatives, and decisions.

Controlled LinkedIn and GTM MCP server with review-gated prospecting and outreach workflows.

Quote, request and run page-cited medical chronologies for law firms and nurse consultants.

Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhere.

Grade any llms.txt, cold-read a homepage, run a B2B GTM ROI model, get a GTM diligence checklist.

Cached charter package, hotel facts and tour prices from Fly Travel Albania (Tirana); party-aware.

Browse Toys Hub: products, prices in ALL, stock, delivery and checkout links. Read-only, no sign-in.

Read-only MCP tools for Mana public creations, tags, creator profiles, and share pages.

Turn YouTube playlists into AI flashcards and learn with spaced repetition.

Supervised API-write gateway for AI agents with policy, human approval and execution receipts.

Event management for organizers: events, sessions, speakers, agendas, forms, approval-gated writes.

Search and fetch AgendaForge public documentation and marketing content. No authentication needed.