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

D2L Brightspace MCP server: courses, grades, rubrics, feedback, course files, calendar. Multi-auth.

8
TypeScript
MIT
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PYPyEuropePMC logo

Search and analyse scientific literature across Europe PMC, PubMed, arXiv, and ClinicalTrials.gov

8
Python
MIT
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COCompositor logo

Read and edit Compositor .comp projects with Claude—layers, masks, transforms, and exports.

8
TypeScript
MIT
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Word (.docx) MCP server: 222 operations, live editing, tracked changes, citations, mail merge.

8
Python
AGPL-3.0
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MCP server for web content fetching, summarizing, comparing, and extracting information

8
TypeScript
MIT
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TATap logo

Tap

Active

Browser MCP for logged-in tasks. Uses your Chrome — credentials stay local. Zero-token replay.

8
JavaScript
MIT
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DADali by Lulu logo

Dali by Lulu

Maintained

The prediction MCP — score your prompt before you generate, so you never waste a credit.

8
Python
MIT
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LULuxAlgo MCP logo

LuxAlgo for AI agents: the Library, prop firms, Market Trackers, Edge Stats, and your Trade Journal

8
TypeScript
MIT
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Read, write, and decompile Excel workbooks; convert to/from F#, C#, XML, or JSON.

8
F#
MIT
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Curated knowledge base for AI agents — 19K chunks, 121 skills, semantic search via MCP

8
Python
MIT
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Curated knowledge API for AI agents—skill packs, semantic search, and validated patterns.

8
Python
MIT
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Verify trading-strategy backtests: look-ahead probes, trading costs, Deflated Sharpe, walk-forward.

8
Python
MIT
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MCP server for Orderly Network documentation, SDK patterns, and perpetual futures trading infrastructure

8
JavaScript
MIT
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Reusable visual design systems for AI coding agents — browse, fetch, and submit styles via CLI and MCP.

8
TypeScript
MIT
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Fastest iOS MCP server: 49 free tools, xcresult parsing, WDA UI automation, screenshots 75x faster than alternatives.

8
Swift
MIT
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RErepo2graph logo

Ask a codebase a question, get back the source that answers it — every block cited to file:line.

8
Python
MIT
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Read-only MCP servers for Chinese e-commerce platforms: orders, products, refunds, and ads across 8 marketplaces.

8
Python
MIT
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AI-powered anomaly detection integration for VictoriaMetrics with model management and alert generation

8
Go
Apache-2.0
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AI-powered anomaly detection integration for VictoriaMetrics via MCP

8
Go
Apache-2.0
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Search and query HackTricks pentesting documentation directly from Claude with quick lookup and section extraction.

8
JavaScript
MIT
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Your real mailbox and calendar for your agent (M365/IMAP); a human approves every send.

8
Python
AGPL-3.0
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AGAgentLens logo

AgentLens

Active

Tamper-evident, SHA-256 hash-chained audit trail and observability for AI agents — built for EU AI Act compliance.

8
TypeScript
MIT
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Unofficial Blackboard MCP server for UPC students: access courses, assignments, grades, and materials via Claude, Cursor, or CLI.

8
TypeScript
ISC
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Persistent multimodal context storage for LLM agents with full-text, semantic, and hybrid search.

8
Python
MIT
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On-demand access to amCharts 5 docs, code examples, and 1,000+ API references for AI assistants.

8
JavaScript
MIT
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Keyless MCP access to 38 Luxembourg public data tools: laws, statistics, mobility, weather, and more.

8
Python
MIT
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Access real Kotlin/Java library sources, APIs, and KDoc from Maven for AI agents via Analysis API.

8
Kotlin
Apache-2.0
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COControlKeel logo

Agent control plane for governed engineering: policy validation, findings tracking, and review gates for AI workflows.

8
Elixir
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PUPushEngage logo

Send push notifications, build audiences, and manage campaigns in PushEngage from any AI assistant.

8
TypeScript
MIT
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FIFixThis logo

FixThis

Active

Local-first MCP handoff for Jetpack Compose UI feedback with AI-ready source context.

8
Kotlin
MIT
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