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.

14,200 MCP servers

Direct access to Cypress tests results and accessibility reports in your AI workflow.

32
MIT
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Apple Music MCP server — search catalog, manage playlists, and access your library via Claude.

32
Python
MIT
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PageMap

Maintained

Structured web intelligence for AI agents. 5x fewer tokens than Playwright/Firecrawl, 84.7% accuracy

32
Python
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Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.

32
C
Apache-2.0
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Couchbase Model Context Protocol Server to interact with Couchbase clusters

32
Python
Apache-2.0
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InsForge

Active

MCP server for InsForge BaaS — database, storage, edge functions, and deployments

31
TypeScript
Apache-2.0
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Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

31
Swift
MIT
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Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, verify briefs.

31
Python
MIT
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Store, query, and create YAML workflow playbooks for LLM agents.

31
TypeScript
Apache-2.0
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Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, and stats.

30
Python
MIT
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Inspect local audio files — playback, metadata, loudness, spectrogram.

30
TypeScript
ISC
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Search the web in real time to get trustworthy, source-backed answers. Find the latest news and co…

29
TypeScript
MIT
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MCP server for Bentley STAAD.Pro via the OpenSTAAD API

29
Python
MIT
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A Model Context Protocol (MCP) server for Uptime Kuma version 2.

29
TypeScript
MIT
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Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites

29
TypeScript
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MCP Server for notify to Weixin, Telegram, Bark, Lark, Feishu, DingTalk

29
Python
MIT
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AgentGate

Active

Human-in-the-loop approval gateway for AI agents over MCP: request, decide, approve.

29
TypeScript
MIT
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54 tools, 7 Resources, Sigma rules, email SPF/DMARC, MITRE, CVE/KEV, risk_score. No key.

28
Python
MIT
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MCP server for Suno AI music generation, lyrics, and covers

28
Python
MIT
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Manage Airtable bases: schema, field CRUD, views, formula validation, extensions

28
TypeScript
MIT
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Generate, randomize, explain, and manage u-he synthesizer presets via the Model Context Protocol.

28
TypeScript
MIT
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Svenska Riksdagens och Regeringskansliets öppna data - 27 verktyg för politik, dokument och analys

28
TypeScript
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A room-based collaborative platform

28
TypeScript
MIT
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MCP server for the Qiskit Code Assistant intelligent code completion

28
Python
Apache-2.0
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MCP server for querying and retrieving Qiskit documentation, guides, and API references

28
Python
Apache-2.0
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MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

28
Python
Apache-2.0
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MCP server for IBM Quantum computing services through Qiskit IBM Runtime

28
Python
Apache-2.0
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MCP server for AI Transpiler IBM Quantum services

28
Python
Apache-2.0
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MCP server for Qiskit quantum computing with circuit serialization utilities

28
Python
Apache-2.0
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