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

Browser MCP: the app under test egresses via the real ISP while the agent stays on the VPN.

3
JavaScript
MIT
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XTXTapDown logo

XTapDown

Maintained

14 X (Twitter) creator tools — tweet download, hashtags, hooks, engagement & ads-revenue calc.

3
JavaScript
MIT
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JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools.

3
JavaScript
Apache-2.0
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FLFlowra logo

Flowra

Active

Hosted AI agents and workflows with app OAuth, human approval gates, and a run ledger.

3
TypeScript
MIT
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Search Wind UI, Magic, Dusk, Telescope and Artisan documentation. Hosted, public, no auth.

3
Shell
MIT
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Drive live Flutter apps: snapshot the Semantics tree, tap, type, scroll and screenshot.

3
Dart
MIT
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FIFile AI logo

File AI

Maintained

Agent-ready local document context with stable anchors.

3
TypeScript
Apache-2.0
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MCP-powered To-Do application with intelligent task prioritization

3
TypeScript
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JEJev MCP logo

Jev MCP

Active

Typed decisions with Jev / System One via OpenRouter or TypeSafe: classify, verify, rerank, decide.

3
Go
Apache-2.0
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COCoolify MCP logo

MCP server for Coolify API operations.

3
TypeScript
MIT
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ASAspicio logo

Aspicio

Active

DXF and PDF/X-4 for AI agents: structured facts, PNG renders, an interactive in-chat viewer.

3
TypeScript
MIT
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Borrow a tab from your own logged-in Chrome, hand it back; 2FA and CAPTCHA stay yours. 60 tools.

3
JavaScript
MIT
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Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.

3
TypeScript
MIT
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An MCP server that exposes package.json scripts as tools for agents.

3
TypeScript
MIT
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Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.

3
Python
MIT
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MCP server for Qubic — balances, prices, transfers, wallets, and more.

3
TypeScript
MIT
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AIAI Skill Store logo

AI Skill Store

Maintained

Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

3
Python
MIT
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Apple Container MCP Server (ACMS) provides access to Apple's container CLI tool on macOS

3
Python
Apache-2.0
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ANAni MCP logo

Ani MCP

Active

A smart MCP server for AniList that gets your anime/manga taste - not just API calls.

3
TypeScript
MIT
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DAData Studio logo

Unified MCP server for SQL and NoSQL databases, powered by dockit and sqlkit desktop apps

3
Rust
Apache-2.0
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A Tamagotchi for AI agents. Real-time care, permanent death, dozens of species, evolution.

3
TypeScript
MIT
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Search, save, and download satellite scenes from ISRO's Bhoonidhi portal in natural language.

3
Python
MIT
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DYDynamoi logo

Dynamoi

Active

Music marketing for AI agents: free Smart Links, promotion campaigns, analytics, and distribution.

3
TypeScript
MIT
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GHGhostSwap logo

GhostSwap

Maintained

GhostSwap — non-custodial crypto swaps across 1,600+ coins.

3
TypeScript
MIT
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Deterministic market-state engine for trading agents — state, gate, coordinates, with receipts.

3
Python
MIT
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LOLotor logo

Lotor

Active

A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot sign.

3
JavaScript
Apache-2.0
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MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

3
TypeScript
MIT
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SASabline logo

Sabline

Active

Run code an AI wrote without handing it everything you can reach.

3
Python
MIT
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Astronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.

3
TypeScript
MIT
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Disney Lorcana TCG MCP server with card search, deck analysis, ink curves, and set browsing

3
TypeScript
MIT
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