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

Cognitive operations library for LLM reasoning, code, anti-deception, and memory tasks via structured procedures and DAG topologies.

9
JavaScript
MIT
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SOSolidPing logo

SolidPing

Active

Self-hostable uptime monitoring with 40 check types, distributed workers, and AI/LLM integration via MCP.

9
Go
AGPL-3.0
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FXFXMacroData logo

FXMacroData

Maintained

Access macroeconomic indicators, FX rates, COT positioning, and commodity prices for AI-driven financial analysis.

9
Python
MIT
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HAHamster logo

Hamster

Active

Search and manage Hamster briefs, tasks, plans, and knowledge; trigger delivery from your agent.

9
JavaScript
MIT
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Persistent learning memory for AI coding agents that compounds across sessions.

9
TypeScript
MIT
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Live cross-network DeFi API data, AMM analytics, and SDK docs for 19+ blockchain networks.

9
TypeScript
MIT
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Connect Actual Budget to Claude for spending analysis and safe transaction management.

9
TypeScript
MIT
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Deterministic tech stack recommendations, audits, and project estimates for AI agents—no hallucinations.

9
TypeScript
MIT
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Query US Congressional stock trades and financial disclosures by member, ticker, or date.

9
Python
MIT
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AI-powered content management for Kontent.ai—create, manage, and explore structured content via natural language.

9
TypeScript
MIT
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Access live Livewire Flux component and layout documentation for AI coding agents, with Pro-tier awareness.

9
JavaScript
MIT
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LILightning Wallet logo

Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.

9
JavaScript
MIT
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Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.

9
JavaScript
MIT
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MIMinerU logo

MinerU

Active

Parse PDFs, images, DOCX, PPTX with VLM/pipeline models, OCR, and batch processing via MinerU API.

9
JavaScript
MIT
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100% local MCP server for code questions grep can't answer: call graphs, hybrid search, and impact analysis.

9
Python
Apache-2.0
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Fetch recent public X/Twitter posts by handle for monitoring, OSINT, and research via MCP.

9
Python
MIT
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Let AI agents search, add to cart, and place Instacart orders autonomously.

9
TypeScript
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Calculate shortest sea routes between ports with canal/strait awareness and UN/LOCODE support.

9
JavaScript
MIT
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Enterprise AI agent platform for building, running, and governing agent workflows across business operations.

9
Python
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HIHive Vault logo

On-demand Obsidian vault access for AI assistants — persistent knowledge without loading everything upfront.

9
Python
MIT
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AGAgent Relay logo

End-to-end encrypted inbox for AI agents to deliver files and request human approval before sending or charging.

9
TypeScript
MIT
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CLClipboard MCP logo

Clipboard MCP

Maintained

Cross-platform MCP server for AI agents to read, write, and watch your system clipboard in real-time.

9
Rust
MIT
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COCodeix logo

Codeix

Maintained

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase.

9
Rust
Apache-2.0
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AI-powered Figma design editing with built-in safety checks and bulk operations.

9
TypeScript
MIT
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Enterprise-grade MySQL MCP server with OAuth 2.0, 106 tools, and production-ready security.

9
TypeScript
MIT
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KGkg logo

kg

Active

Local knowledge graph memory for AI assistants—persistent, structured, editable project memory stored as Git-friendly files.

9
Rust
Apache-2.0
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Local-first, tamper-evident audit trail and identity gate for Claude Code agents—cryptographically verifiable, no cloud.

9
JavaScript
Apache-2.0
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Access your Maccabi Healthcare records—labs, prescriptions, visits, referrals—and ask an AI for a second opinion.

9
TypeScript
MIT
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Convert, validate, and inspect workout files (FIT, TCX, ZWO, Garmin Connect) for AI agents.

9
TypeScript
MIT
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Pine Script v6 documentation lookup and function validation for AI code generation

9
Python
MIT
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