MCP Scoreboard

30006

Discovered

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24039

Scored

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1224

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16961

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Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2751	Node Code Sandbox MCP ⚡ Claim A secure Node.js execution environment that allows coding agents and LLMs to ru…	B 77 ⁵⁄₅	◉	96	71	—	31	81	91
2752	fattureincloud-mcp ⚡ Claim 1 Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.	B 77 ⁵⁄₅	◉	84	74	N/A	51	83	87
2753	maven-mcp-server ⚡ Claim 1 An MCP (Model Context Protocol) server that provides tools for checking Maven d…	B 77 ⁵⁄₅	◉	90	100	—	52	83	44
2754	MCP Git Status Server ⚡ Claim Enables checking git repository status and viewing recent commit history throug…	B 77 ⁵⁄₅	◉	96	100	N/A	22	95	46
2755	cobroya ⚡ Claim Mercado Pago payments for AI agents: payment links, search, refunds, merchant i…	B 77 ⁵⁄₅	◉	76	70	N/A	76	72	94
2756	jitbit-helpdesk ⚡ Claim 1 MCP server for Jitbit Helpdesk — search and read support tickets from AI assist…	B 77 ⁴⁄₄	◉	73	N/A	N/A	55	83	94
2757	mcp-units ⚡ Claim 1 An MCP server that provides some common units conversions for cooking	B 77 ⁵⁄₄	◉	75	63	N/A	44	95	100
2758	render-mcp Claim Interact with Render (https://render.com) and easily deploy your services	B 77 ⁵⁄₅	◉	90	66	—	40	81	100
2759	Medicaid MCP Server ⚡ Claim Provides access to Medicaid public data including drug pricing (NADAC), state e…	B 77 ⁵⁄₅	◉	100	100	—	45	81	39
2760	Shodan MCP Server ⚡ Claim Provides Claude with access to Shodan for IP address lookups, service discovery…	B 77 ⁵⁄₅	◉	86	72	—	39	81	96
2761	MCP Inspector as MCP Server ⚡ Claim Enables LLMs to inspect and test other MCP servers by listing and calling their…	B 77 ⁵⁄₅	◉	90	65	—	52	82	90
2762	nia-link ⚡ Claim 1 Automate web browsing and data extraction by converting live pages into clean M…	B 77 ⁵⁄₅	◉	90	72	—	47	81	84
2763	MCP Weather Notes Server Claim Provides real-time weather data from Open-Meteo API and enables creating and re…	B 77 ⁵⁄₅	◉	90	66	—	37	81	100
2764	chroma-mcp ⚡ Claim Chroma MCP server to access local and cloud Chroma instances for retrieval capa…	B 77 ⁵⁄₅	◉	84	48	—	75	82	100
2765	LunarCrush AI MCP Server ⚡ Claim 1 Provides real-time access to LunarCrush AI data and analytics through a secure …	B 77 ⁶⁄₄	◉	86	63	95	23	95	86
2766	oauth-mcp-proxy Claim OAuth 2.1 authentication library for Go MCP servers	B 77 ⁵⁄₄	◉	84	43	N/A	76	95	91
2767	openrouter-mcp-multimodal ⚡ Claim MCP server for OpenRouter with native vision, image generation, and 300+ LLM ac…	B 77 ⁵⁄₅	◉	96	68	N/A	41	76	94
2768	MCP Playground Server Claim 1 Provides intelligent command completion, validation, and contextual help for th…	B 77 ⁵⁄₅	◉	86	100	N/A	31	95	55
2769	task-orchestrator-mcp ⚡ Claim 2 An MCP server for task orchestration.	B 77 ⁵⁄₅	◉	69	100	N/A	67	95	50
2770	Commvault MCP Server ⚡ Claim Enables AI agents to securely access and manage Commvault environments, includi…	B 77 ⁵⁄₅	◉	90	66	—	50	78	93
2771	Design Patterns MCP Server ⚡ Claim Provides intelligent design pattern recommendations using semantic search throu…	B 77 ⁵⁄₄	◉	100	38	N/A	55	95	92
2772	line-bot-mcp-server ⚡ Claim 1 MCP Server for Integrating LINE Official Account	B 77 ⁵⁄₅	◉	61	71	—	87	81	93
2773	Seafile MCP Server ⚡ Claim 1 Enables AI assistants to interact with Seafile cloud storage for managing self-…	B 77 ⁵⁄₅	◉	88	68	—	43	82	97
2774	mcp-server-text-editor ⚡ Claim An open source implementation of the Claude built-in text editor tool	B 77 ⁵⁄₅	◉	84	100	N/A	51	90	47
2775	inkog ⚡ Claim 3 Scan AI agents for security vulnerabilities. Audit MCP servers before installat…	B 77 ⁵⁄₅	◉	96	100	N/A	54	81	37
2776	Docs MCP Server Claim 1 A flexible Model Context Protocol server that makes documentation or codebases …	B 77 ⁵⁄₅	◉	90	100	—	66	81	35
2777	Intercom Articles MCP Server ⚡ Claim 2 An MCP server that enables full CRUD operations for Intercom Help Center articl…	B 77 ⁵⁄₅	◉	75	66	—	67	80	99
2778	garmin-connect-mcp ⚡ Claim MCP server enabling LLMs to interact with Garmin Connect - activities, health m…	B 77 ⁵⁄₅	◉	70	82	N/A	52	92	86
2779	agent-mq ⚡ Claim Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…	B 77 ⁵⁄₅	◉	72	70	—	63	82	95
2780	WebClone MCP Server ⚡ Claim Enables AI agents to clone entire websites, download files, manage authenticati…	B 77 ⁵⁄₅	◉	96	43	—	71	81	92
2781	Blender MCP Senpai ⚡ Claim Enables AI assistants to analyze Blender 3D models for topology issues like n-g…	B 77 ⁵⁄₄	◉	72	63	N/A	66	95	91
2782	AWS Athena MCP Server ⚡ Claim Enables execution of SQL queries against AWS Athena databases with schema disco…	B 77 ⁵⁄₅	◉	68	65	—	81	82	94
2783	YouTube MCP Server ⚡ Claim This server allows AI language models to interact with YouTube content through …	B 77 ⁵⁄₅	◉	100	63	—	33	77	99
2784	Shared Memory MCP Server ⚡ Claim Provides a shared context layer for AI agent teams to improve token efficiency …	B 77 ⁵⁄₄	◉	90	63	N/A	34	92	96
2785	Bear MCP Server ⚡ Claim Enables AI assistants to search, read, and browse Bear notes directly from your…	B 77 ⁵⁄₄	◉	92	61	N/A	27	95	96
2786	GCP Billing and Monitoring MCP Server ⚡ Claim Enables interaction with Google Cloud services including billing cost analysis,…	B 77 ⁵⁄₅	◉	84	68	—	51	81	95
2787	todo-txt-mcp ⚡ Claim 🔗 Model Context Protocol server for todo.txt files - Connect your todo.txt to A…	B 77 ⁵⁄₄	◉	70	53	N/A	72	92	100
2788	Claude Telemetry MCP ⚡ Claim Provides comprehensive telemetry and usage analytics for Claude Code sessions, …	B 77 ⁵⁄₄	◉	90	56	N/A	33	94	100
2789	Laravel MCP Companion Claim Provides instant access to comprehensive Laravel ecosystem documentation includ…	B 77 ⁵⁄₄	◉	84	33	N/A	79	95	97
2790	SF Express MCP Server ⚡ Claim Enables integration with SF Express shipping and logistics APIs for order manag…	B 77 ⁵⁄₅	◉	96	67	—	42	81	88
2791	MCP Server Scaffold Claim A basic starter project for building Model Context Protocol (MCP) servers that …	B 77 ⁵⁄₄	◉	90	67	N/A	19	95	100
2792	Google Sheets MCP Server ⚡ Claim Provides read-only access to Google Sheets data through OAuth 2.0 authenticatio…	B 77 ⁵⁄₅	◉	78	75	—	51	81	93
2793	FI-MCP ⚡ Claim 2 Provides AI assistants with access to 30+ validated financial independence calc…	B 77 ⁵⁄₅	◉	96	100	N/A	42	95	30
2794	GA4 MCP Server ⚡ Claim Enables interaction with Google Analytics 4 to manage accounts, run standard or…	B 77 ⁵⁄₅	◉	92	70	—	32	83	93
2795	cowork-semantic-search ⚡ Claim Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…	B 77 ⁴⁄₄	◉	60	N/A	N/A	62	95	93
2796	Notion MCP Server ⚡ Claim A Model Context Protocol (MCP) server that exposes the official Notion SDK, all…	B 77 ⁵⁄₅	◉	90	70	—	51	76	91
2797	MCP Database Server ⚡ Claim Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, …	B 77 ⁵⁄₅	◉	84	60	—	56	81	100
2798	Readonly Filesystem MCP Server ⚡ Claim 1 Node.js server implementing Model Context Protocol for secure read-only filesys…	B 77 ⁵⁄₄	◉	84	65	N/A	40	92	95
2799	Burger King MCP Server ⚡ Claim 1 Enables AI assistants to search the Burger King menu, manage a cart with item c…	B 77 ⁵⁄₄	◉	96	60	N/A	27	88	100
2800	homeharvest-mcp ⚡ Claim	B 77 ⁵⁄₄	◉	78	67	N/A	51	90	93

Showing 2751–2800 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution