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

VMware NSX networking management with 31 MCP tools: segments, gateways, NAT, routing, IPAM.

5
Python
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vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

5
Python
MIT
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Build, validate, and persist Webcake landing-page source JSON: element schemas plus AI usage hints.

5
TypeScript
MIT
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Track which AI agent wrote which lines in a shared Git checkout; each commits only its own lines.

5
TypeScript
MIT
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Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.

5
JavaScript
MIT
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AI-powered native browser with 12 MCP tools. ~30 tokens per page.

5
TypeScript
MIT
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PH civic data as MCP tools: the full PSA OpenSTAT catalog, hazards, procurement. 32 tools.

5
Python
MIT
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AI-native HackerNews MCP Server. Find HN content that matters with explainable quality signals.

5
Python
MIT
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Deterministic, resumable multi-agent workflows across Codex, Claude, Cursor, and Kimi.

5
JavaScript
MIT
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Zero-LLM structural code retrieval for AI coding agents, served over MCP.

5
Python
MIT
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Local-first control plane for coding agents: routing, reservations, and guardrails.

5
Python
MIT
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md-feedback logo

md-feedback

Maintained

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

5
TypeScript
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PLAXIS logo

PLAXIS

Active

Windows-local MCP server for PLAXIS 2D Remote Scripting: geometry, staged construction, results.

5
Python
MIT
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MCP server for creating and editing draw.io / diagrams.net XML files programmatically.

5
Python
MIT
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VMware NSX networking management with 31 MCP tools: segments, gateways, NAT, routing, IPAM.

5
Python
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vSphere with Tanzu (VKS): Namespace and TanzuKubernetesCluster lifecycle. Requires vSphere 8.x+.

5
Python
MIT
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Multiple MCP tools, persistent graph memory, token-saving data pointers, and more.

5
Python
MIT
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Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.

5
TypeScript
MIT
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Unified AEC tools: ACC, Revit, Navisworks, Twinmotion, and APS from one endpoint.

5
JavaScript
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Video production: recording, editing, effects, captions, TTS, screenshots. 8 tools.

5
TypeScript
MIT
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Query STRING interactions, enrichment, annotations, homology, and PPI networks.

5
Python
MIT
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Releases logo

Releases

Active

An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.

5
TypeScript
Apache-2.0
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Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.

4
JavaScript
MIT
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Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

4
JavaScript
MIT
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Perspective AI logo

Perspective AI

Maintained

An AI concierge that turns static forms into adaptive AI conversations. From any MCP client.

4
Shell
MIT
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Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

4
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Nauro logo

Nauro

Active

Human-approved project judgment and current state for connected AI agents, surfaced before work.

4
Python
Apache-2.0
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Proxygate logo

Proxygate

Maintained

Curated marketplace of real-world data APIs for AI agents, paid per call in USDC on Solana.

4
JavaScript
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Raven logo

Raven

Active

Design intelligence for coding agents: audits, design systems, and a taste profile agents consult.

4
JavaScript
Apache-2.0
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AgentMail is the email inbox API for AI agents. It gives agents their own email inboxes, like Gmail

4
TypeScript
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