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

Connect Claude to PostgreSQL databases for querying data and schemas through WayStation's remote MCP server.

61
JavaScript
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Connect Claude to Slack and 12+ productivity tools through WayStation's universal remote MCP server.

61
JavaScript
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Connect Claude to Supabase databases for querying data and schemas through WayStation's remote MCP server.

61
JavaScript
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Connect Claude to Microsoft Teams for collaboration, chat, and meeting management through WayStation's universal integration hub.

61
JavaScript
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Connect Claude to Wrike and 12+ productivity tools through WayStation's universal remote MCP server.

61
JavaScript
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WRWraps logo

Wraps

Active

Search Wraps docs and estimate AWS SES costs for your email infrastructure.

61
TypeScript
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Generate auditable academic citations from DOI, arXiv, ISBN, and URLs in BibTeX or CSL-JSON format.

61
Python
MIT
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KEKeibiDrop logo

KeibiDrop

Active

P2P encrypted folder sync between machines—no cloud, only bytes you read move across the network.

61
Go
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Read, search, create, and manage Bear notes via CloudKit with AI-powered context library support.

61
Swift
MIT
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MCmcp-video logo

mcp-video

Active

Guardrailed video editing MCP server for AI agents—trim, caption, repurpose, and quality-gate local media with typed tools and Video Receipts.

61
Python
Apache-2.0
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Discover and publish AI agents via DNS using SVCB records (RFC 9460)

61
Python
Apache-2.0
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Control Android devices and emulators via ADB with screenshots, UI automation, and logcat for AI-assisted testing and debugging.

61
TypeScript
MIT
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Revenue-first analytics that AI agents can install, verify, and connect to your payment provider.

61
JavaScript
MIT
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Structured business datasets for founders—agencies, directories, newsletters—with metrics and contact data.

60
Shell
MIT
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Federated search across all ARD registries and 32,000+ verified MCP tools with live endpoint validation.

60
Python
Apache-2.0
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ZIZikkaron logo

Zikkaron

Maintained

Biologically-inspired persistent memory engine that lets Claude remember your projects, decisions, and debugging across sessions.

60
Python
MIT
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ARargot logo

argot

Active

Lint your code against patterns learned from your own git history—100% local, no LLM.

60
Rust
MIT
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MCP server providing runtime info, docs, and integration details for Astro projects

60
Astro
MIT
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Safe, self-hosted OWASP ZAP operator for AI-guided web security scans with operator control and production guardrails.

59
Java
Apache-2.0
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AI-powered automated cryptocurrency trading across multiple exchanges via Hummingbot API

59
Python
Apache-2.0
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AI-powered Mapbox API access for developers building maps and location services.

59
TypeScript
MIT
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Deterministic, persistent SQLite graph for AI agents to track workflow state, decisions, and blockers with zero infrastructure.

59
TypeScript
MIT
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AI-driven 3D CAD via build123d: execute, render, measure, and export geometry interactively.

59
Python
Apache-2.0
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Search and discover 349+ affiliate programs with agent-ready data, commission details, and AI recommendations.

59
TypeScript
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TRTrade It logo

Trade It

Maintained

Execute stock, crypto, and options trades across Robinhood, E*TRADE, Webull, Charles Schwab, Coinbase, and Kraken via natural language.

58
CC0-1.0
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Variable-level fine-grained hot-module reloading and reactive programming for Python development.

58
Python
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Safe, agent-friendly Excel workbook analysis, editing, recalculation, and verification without UI automation.

58
Rust
Apache-2.0
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Get weather, air quality, and timezone data for any city using Open-Meteo API—no API key required.

58
Python
Apache-2.0
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Control Xcode directly via JXA for build, test, debug, and XCResult analysis with AI agents.

58
TypeScript
Apache-2.0
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ZEZettelForge logo

Agentic memory system for cyber threat intelligence with STIX graphs, actor aliasing, and offline RAG.

58
Python
MIT
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