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

WCAG/ADA/508 accessibility scanner + framework-aware fixes + vision audit for AI coding agents

0
TypeScript
MIT
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Visa eligibility matcher and immigration intelligence for MCP-compatible AI assistants.

0
TypeScript
MIT
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AI email automation, follow-ups, training, previews, and mailbox troubleshooting.

0
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Adaptive AI training coach MCP server backed by Garmin Connect

0
Python
MIT
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TaScan logo

TaScan

Active

36 MCP tools for projects, tasks, workers, QR/NFC tags, and AI remediation. Task. Scan. Done.

0
JavaScript
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Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.

0
Java
Apache-2.0
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Add authentication to your app without leaving your IDE.

0
TypeScript
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Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.

0
TypeScript
MIT
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FastSocial logo

FastSocial

Maintained

Schedule and manage social media posts across 7 platforms directly from Claude.

0
JavaScript
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CI-friendly accessibility audit for chart color palettes: WCAG contrast, CVD simulation, OKLab ΔE.

0
TypeScript
MIT
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Telugu Panchangam: tithi, nakshatra, muhurtas, festivals, tarabalam, gochara, daily rasi phalalu

0
Python
MIT
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26 deterministic, offline pre-action safety gates for AI agents, each with a signed verdict.

0
TypeScript
MIT
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Read-only NATS and JetStream observability: trace a request across streams, rank what is broken.

0
TypeScript
Apache-2.0
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AI image generation and editing MCP server. Gemini + OpenAI, iterative editing, undo/redo.

0
TypeScript
MIT
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Sooda MCP logo

Sooda MCP

Maintained

AI agent relay — message business agents across company boundaries via A2A protocol

0
Go
MIT
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lo-eyes logo

lo-eyes

Maintained

Visual accessibility inspector. WCAG contrast, touch targets, heading audits, screenshots.

0
Python
MIT
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MCP Shield logo

MCP Shield

Maintained

Security scanner for MCP servers. SSRF, path traversal, injection, auth, secrets. Grade A-F.

0
Python
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Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more.

0
TypeScript
MIT
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doiget logo

doiget

Active

OA-first paper fetcher: DOIs/arXiv IDs to local PDFs + metadata via Open Access APIs.

0
Rust
MIT
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LoopPause MCP server — pause agent execution and route human approval requests

0
TypeScript
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Let AI agents interact with any website through natural language instead of CSS selectors

0
Python
MIT
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Total landed cost API for cross-border commerce. 240 countries, 113M+ tariff records.

0
TypeScript
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Pre-clinical drug-target intelligence: 60 curated targets, 2,687 counted partner genes, 12 tools

0
Python
Apache-2.0
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MCP server for Toggl Track — gives Claude access to your time tracking data

0
JavaScript
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MCP server for WHOOP — gives Claude access to your recovery, sleep, strain, and workout data

0
TypeScript
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ZKshare logo

ZKshare

Maintained

ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.

0
TypeScript
MIT
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Policy proxy for MCP tool calls. A denied call never reaches the downstream server.

0
TypeScript
MIT
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Speak AI logo

Speak AI

Active

Search recordings, summarize meetings, create clips, and automate workflows from your AI assistant.

0
TypeScript
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The API-change deploy gate for AI coding agents. Read-only breaking-change detection.

0
TypeScript
MIT
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Deterministic trust gate for AI output: leaked-secret, prompt-injection & PII in one call.

0
Python
Apache-2.0
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