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

Model work domains, score tasks for AI suitability, and design organisations.

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Python
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Daily AI-ranked stock, crypto, and macro research data from the Top 5 Stocks API.

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JavaScript
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Convert diagram images into fully editable Visio (VSDX), PowerPoint, draw.io, and SVG files.

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JavaScript
MIT
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Atom-grounded negotiation reasoning. Typed topology slot, inline citations, public dialect.

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Python
MIT
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Read & write your Heuresis idea graph and run TRIZ/C-K/ASIT operators from your AI assistant.

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TypeScript
AGPL-3.0
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Govern your AI coding agent: frame the work, review the changes, keep a signed decision record.

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TypeScript
AGPL-3.0
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Capture receipts, scan Gmail, analyze spending, and create reviewed reports from AI assistants.

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Personal knowledge base MCP server with semantic search, auto-categorization, metadata extraction

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MediaEngine logo

MediaEngine

Maintained

AI image, video, and audio generation for MCP — one API key, every model, wiring never changes.

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TypeScript
MIT
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TradeOS logo

TradeOS

Active

TradeOS MCP: ticker search, My Agent, chart TA, macro news. npm stdio or HTTP.

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JavaScript
MIT
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[TEST] TradeOS MCP bridge: ticker search, My Agent, chart TA, macro news. npm or HTTP.

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JavaScript
MIT
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MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

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Manage clients, plans, sessions, habits, and billing on Trainzilla via one-click OAuth.

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JavaScript
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An MCP server that provides asset auto generator

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Python
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An MCP server that provides [describe what your server does]

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Python
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Native MCP server for the Anthropic Admin API: org, workspaces, members, API keys, usage, costs.

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Python
MIT
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Open API Marketplace for AI Agents. Crypto data tools with USDC payments on Base.

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Solidity
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npm dependency fitness: deprecated/yanked/superseded + verified safe migration target.

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TypeScript
MIT
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Official MCP server for twitterapis.com. Read and write Twitter/X: search, users, tweets, DMs.

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JavaScript
MIT
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Scan for prompt injection, secrets, PII, and vet MCP servers before installation

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TypeScript
Apache-2.0
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PicoBerry logo

PicoBerry

Active

An AI 3D workspace for games, VR, and beyond. Generate, remesh, texture, and animate 3D assets.

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JavaScript
MIT
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Your agent opens a real merchant account (go_live) and takes payments the same day. 3.9% flat.

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JavaScript
MIT
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Compare Italian energy tariffs with AI. Analyzes bills, finds best offers, live market indices.

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JavaScript
MIT
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Pay-per-call MCP server. $0.01 USDC extracts schema.org/Product JSON from any URL via x402.

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JavaScript
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Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone number via x402.

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JavaScript
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The Kalman filter for the non-Gaussian, non-stationary world. Unsupervised structural change.

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Python
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Unmarkdown logo

Unmarkdown

Maintained

The document publishing layer for AI tools. Convert markdown to 6 destinations, 62 templates.

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JavaScript
MIT
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Security audit for docker-compose.yml — 25 checks: secrets, privileges, network, volumes, images.

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Python
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Hadolint-grade Dockerfile audit — 19 checks: secrets, privileges, supply chain, hygiene.

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Python
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GitHub Actions workflow security audit - 21 checks: pinning, permissions, secrets, injection.

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Python
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