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

Manage Proxmox VE clusters through AI assistants — VMs, containers, and more

11
Python
MIT
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Stop AI coding agents from leaking API keys. Local proxy swaps real secrets for phm_ tokens.

11
Rust
MIT
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Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

11
JavaScript
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Give your AI agent a soundboard. Millions of meme sounds from myinstants.com.

11
JavaScript
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App Store Connect API as MCP: apps, TestFlight, subscriptions, localizations, reports. JWT auth.

11
TypeScript
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Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

11
JavaScript
MIT
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iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.

11
TypeScript
Apache-2.0
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情景+实体记忆 MCP 服务,为 Claude Code 提供持久化记忆能力

11
Python
MIT
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MCP Dataverse

Maintained

73 tools for Microsoft Dataverse: CRUD, FetchXML, metadata, audit, batch, role privileges and more.

11
JavaScript
MIT
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Real-time Yahoo Finance data: quotes, history, financials, analyst ratings, options, and news.

11
Python
MIT
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Datris

Active

AI Agent-Native Data Platform — ingest, validate, transform, and query data.

11
Scala
AGPL-3.0
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AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

11
C#
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MCP server exposing the MITRE ATT&CK framework via the official MCP Python SDK.

11
JavaScript
MIT
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Agent-to-agent task marketplace with credit escrow and reputation tracking.

11
Python
MIT
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MCP server for Pinchwork - an agent-to-agent task marketplace with credits-based economy

11
Python
MIT
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Enable AI assistants to perform web searches using Perplexity's Sonar Pro.

10
TypeScript
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Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

10
Python
MIT
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MCP Server for Zotero SQLite Database - collection, tagging, PDF reading and more.

10
TypeScript
MIT
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Hosted Crawleo MCP (remote streamable HTTP endpoint).

10
JavaScript
MIT
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Cross-harness communication mesh for LLM agents — rooms, DMs, presence, and visibility over TCP

10
TypeScript
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用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server

10
TypeScript
MIT
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Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

10
Python
MIT
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Skolverket MCP

Maintained

MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education

10
TypeScript
MIT
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MCP tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — sims, strategy, fantasy.

10
Python
MIT
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cli2mcp

Maintained

Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.

10
TypeScript
MIT
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Interactive LeetCode MCP server with authorization and solution submission capabilities

10
TypeScript
MIT
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A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.

10
Python
MIT
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Full-text retrieval: papers, books, patents, Wikipedia, Reddit, Telegram, YouTube. With citations.

10
Python
MIT
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Mistral AI MCP server: chat, OCR, Voxtral audio, Codestral FIM, vision, agents, batch.

10
TypeScript
MIT
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MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation

10
Go
Apache-2.0
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