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

Create and run surveys by chatting. Respondents just open a link — no AI, no account.

Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume).

Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findings, reports.

Aspire Learning MCP — browse courses, chapters, lessons, and import LaTeX quizzes

Create, update, and publish real hosted websites from your agent via the Aveiro API.

RENT-ranked covered-call, CSP & wheel income ideas, your positions & Greeks. Never places orders.

Deploy HTML/React artifacts from your AI client to hosted, share-gated URLs. Private by default.

Ambient split-flap display board agents push text to; humans watch it on any screen.

Query your real net worth, spending, transactions, budgets and portfolio from any MCP client.

Read-only access to your Brickway LEGO and alt-brick collection: sets, builds, figures, catalog.

Merged free/busy, find mutual time, propose bookings with human approval. Never event contents.

Read, organise and send from your existing email accounts. Nothing sends without your approval.

Public Cannon Studio MCP for product, pricing, workflow, model, and API answers.

Causal reasoning for reliability: root cause, blast radius, and service health for agents.

Create and manage your own Certificate Authority for internal HTTPS.

Search papers, format citations in 60 styles, and verify bibliographies against scholarly sources.

Authenticated MCP server for ClearPolicy policy and compliance workflows.

Create and read mind maps on CloudMindMaps from Claude and other AI assistants.

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Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidado canino.

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Send a shoot's worth of scripts to the Daily Studio teleprompter on iPhone, in one link.

Extract structured data points from research papers and other documents with an LLM.

Italian cross-dealer MCP: cars, NLT rentals with quotations, dealer directory, automotive KB.

Noise data tools: city noise rankings, decibel levels of common sounds, NIOSH safe-exposure math.

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Research a person's public footprint from a name, phone, email, or username. Sourced.

Query your local network in plain language: devices, open ports, security findings and alerts.

Sign, fill, merge and split PDFs entirely in your browser - files never leave your device.

Human-authored personal context before AI guidance, built through private structured reflection.

Read and manage your EasyKanban kanban boards: to-do summaries, create, update, and move cards.

Query your trades, stats, and journal in EdgeLock and log new entries by chat. OAuth; free account.

Personal finance, bank account, and shared memory connector for Claude, ChatGPT, Gemini Spark & more