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

Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy compounds with use.

1
JavaScript
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Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs and rollback.

1
JavaScript
MIT
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HIPAA-aware healthcare AI. Clinical documentation, compliance checks, audit prep. Free local tier.

1
JavaScript
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AI contract review, clause drafting, compliance checklists & legal research.

1
Python
MIT
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AI content generation, SEO audits, campaign planning & social scheduling.

1
Python
MIT
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Planning AI. Sprint estimation, task breakdown, risk analysis. Learns your velocity.

1
Python
MIT
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AI prospect research, outreach drafting, lead scoring & pipeline tracking.

1
Python
MIT
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AI security scanning and trust scoring. Stack-specific threat models. Free local scan.

1
Python
MIT
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AI support agent — ticket classification, response drafting, escalation routing.

1
Python
MIT
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Drawdown-first risk for your stock/ETF book — every number from a validated core, not the model.

1
Python
AGPL-3.0
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Free open-source web search and page reading for LLMs, AI agents, and RAG.

1
TypeScript
MIT
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International legal analysis (ISO 31000) — 27 tools, 63 selectable jurisdictions; coverage varies.

1
TypeScript
MIT
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🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analytics, and retention

1
TypeScript
MIT
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Check service status and outage information via Downdetector.

1
TypeScript
MIT
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Read, create, and edit files.

1
TypeScript
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Allow AI systems to list, create, update, and manage Google Calendar events.

1
TypeScript
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Allow AI systems to read and edit Google Docs.

1
TypeScript
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Allow AI systems to search for places and get business info via Google Maps Places API.

1
TypeScript
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Allow AI systems to view and control your Starling Bank account via MCP.

1
TypeScript
MIT
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Associative key-graph memory for LLM agents — recall by association, not vector similarity.

1
TypeScript
MIT
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Look up, search, cite, discuss, and track AI phenomenology terms

1
Python
MIT
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Live cross-DEX pool prices, liquidity and spreads on 6 EVM chains, read from on-chain pool state.

1
JavaScript
MIT
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MCP server for Yandex Market Partner API — orders, offers, prices, stocks, analytics

1
Python
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LionScraper Node: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

1
TypeScript
MIT
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LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

1
TypeScript
MIT
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MCP server for Sublime Text 4. Lets Claude Code read and control a running ST instance.

1
Python
MIT
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Kael MCP Server logo

Kael MCP Server

Maintained

16 AI-native tools with dual SSE + streamable-http transport. Free tier available.

1
JavaScript
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F1 Data Server logo

F1 Data Server

Maintained

Access Formula 1 race data, telemetry, lap times, standings, and analytics powered by FastF1

1
Python
MIT
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MCP server for 389 Directory Server health diagnostics, log analysis, and SOS-report investigation

1
Python
GPL-3.0
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A security-focused MCP server for self-hosted n8n Community Edition.

1
TypeScript
MIT
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