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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
3051	MCP System Monitor Server ⚡ Claim Enables real-time monitoring of system resources including CPU, GPU (NVIDIA, Ap…	B 77 ⁵⁄₄	◉ ⏳	88	58	N/A	39	90	100
3052	jupytercad-mcp ⚡ Claim 1 An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…	B 77 ⁵⁄₅	◉ ⏳	63	82	N/A	63	95	78
3053	House Rules ⚡ Claim Provides reusable AI assistant behavior rules as prompts and automatic git repo…	B 77 ⁵⁄₅	◉ ⏳	90	100	N/A	27	95	53
3054	MCP Memory LibSQL Go Claim 🧠 High-performance persistent memory system for Model Context Protocol (MCP) po…	B 77 ⁵⁄₅	◉ ⏳	76	66	—	74	81	90
3055	mcp-openmsx ⚡ Claim This MCP provides comprehensive tools and resources for MSX software developmen…	B 77 ⁵⁄₅	◉ ⏳	96	58	—	55	81	85
3056	Playwright MCP with Electron Support ⚡ Claim Enables Model Context Protocol tools for automating web browsers and Electron d…	B 77 ⁵⁄₅	◉ ⏳	86	57	—	61	82	94
3057	Elasticsearch MCP Server ⚡ Claim Connects agents to Elasticsearch data using the Model Context Protocol, allowin…	B 77 ⁵⁄₅	◉ ⏳	82	62	—	61	81	95
3058	mcp-server-ipinfo ⚡ Claim IP address geolocation and network information using IPInfo API	B 77 ⁵⁄₅	◉ ⏳	64	73	—	79	83	93
3059	linkedin-mcpserver Claim A powerful Model Context Protocol server for LinkedIn API integration	B 77 ⁵⁄₄	◉ ⏳	66	70	N/A	64	92	92
3060	ClawPage ⚡ Claim 1 Extract and structure any web page into clean JSON. Free tier: 10/day.	B 77 ⁵⁄₄	◉ ⏳	72	73	N/A	47	90	97
3061	illustrator-mcp-server ⚡ Claim Read, manipulate, and export Adobe Illustrator design data. 26 tools. macOS \| W…	B 77 ⁴⁄₄	◉ ⏳	67	N/A	N/A	49	95	93
3062	MCP Firebird ⚡ Claim Enables Large Language Models like Claude to access, query, analyze, and manage…	B 77 ⁵⁄₅	◉ ⏳	96	52	—	62	82	89
3063	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
3064	test ⚡ Claim Auto-detects test framework (pytest, jest, vitest) and returns structured resul…	B 77 ⁵⁄₄	◉ ⏳	84	30	N/A	92	94	91
3065	starter-mcp-server ⚡ Claim A foundational MCP server scaffold that provides pre-configured tools, resource…	B 77 ⁵⁄₅	◉ ⏳	90	100	N/A	30	95	50
3066	tomcat ⚡ Claim Local MCP server for AI-assisted Apache Tomcat management and diagnostics	B 77 ⁵⁄₄	◉ ⏳	78	46	N/A	67	95	100
3067	inkog-mcp ⚡ Claim 3 AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…	B 77 ⁵⁄₅	◉ ⏳	96	100	—	54	81	37
3068	Desk3 MCP Server ⚡ Claim Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …	B 77 ⁵⁄₅	◉ ⏳	96	66	—	46	71	99
3069	Screenshot MCP (macOS) Claim 1 A macOS-based MCP server that allows for capturing screenshots of displays and …	B 77 ⁵⁄₄	◉ ⏳	84	56	N/A	48	92	98
3070	Open CLAW Knowledge Distiller ⚡ Claim Converts YouTube and Bilibili videos into structured knowledge articles using l…	B 77 ⁵⁄₄	◉ ⏳	90	61	N/A	32	95	92
3071	mcp-debugger ⚡ Claim Node.js and TypeScript debugging with 25+ tools for AI agents	B 77 ⁵⁄₅	◉ ⏳	71	100	N/A	51	95	58
3072	fantasy-pl-mcp ⚡ Claim 1 An MCP server for real-time Fantasy Premier League data and analysis tools.	B 77 ⁵⁄₅	◉ ⏳	65	68	—	76	82	100
3073	todo-txt-mcp ⚡ Claim Connects AI assistants to todo.txt files, enabling task management through natu…	B 77 ⁵⁄₄	◉ ⏳	70	53	N/A	72	92	100
3074	mattermost-mcp-host ⚡ Claim 1 A MCP server along with MCP host that provides access to Mattermost teams, chan…	B 77 ⁵⁄₄	◉ ⏳	85	66	N/A	44	87	97
3075	Gmail MCP Server ⚡ Claim Provides comprehensive Gmail integration with 25+ tools for intelligent email m…	B 77 ⁵⁄₅	◉ ⏳	90	63	—	51	81	94
3076	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
3077	dependency-mcp ⚡ Claim 2 MCP server for checking package versions across multiple package managers	B 77 ⁵⁄₅	◉ ⏳	85	100	N/A	30	95	55
3078	MCP Contemplation ⚡ Claim Provides an interface to Claude's contemplation loop, enabling continuous backg…	B 77 ⁵⁄₄	◉ ⏳	90	61	N/A	28	95	100
3079	datawrapper-mcp ⚡ Claim Enables AI assistants to create, update, publish, and manage Datawrapper charts…	B 77 ⁵⁄₅	◉ ⏳	62	82	—	60	83	97
3080	finbud-data-mcp ⚡ Claim Access comprehensive, real-time financial data (stocks, options, crypto, forex)…	B 77 ⁵⁄₅	◉ ⏳	86	47	—	70	83	100
3081	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
3082	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
3083	GS Robot MCP Server ⚡ Claim 1 A Model Control Protocol plugin for controlling GS cleaning robots, supporting …	B 77 ⁵⁄₅	◉ ⏳	82	82	—	49	81	81
3084	Developer Research MCP Server Claim 1 Provides structured web search capabilities optimized for technical and softwar…	B 77 ⁵⁄₅	◉ ⏳	96	73	—	23	81	94
3085	MCP Server for Lychee Redmine Claim 1 Enables AI assistants like Claude to interact with Lychee Redmine project manag…	B 77 ⁵⁄₅	◉ ⏳	84	77	—	30	83	99
3086	UI Preset MCP Server Claim Enables auto-configuration and validation of React components against a glassmo…	B 77 ⁵⁄₄	◉ ⏳	86	58	N/A	53	92	92
3087	MDict MCP Server ⚡ Claim A server that provides access to MDict dictionaries through the Model Context P…	B 77 ⁵⁄₄	◉ ⏳	68	62	N/A	62	94	100
3088	Fatebook MCP Server ⚡ Claim Enables AI assistants to create, manage, and track predictions on Fatebook, a p…	B 77 ⁵⁄₅	◉ ⏳	90	65	—	52	81	92
3089	Faulkner DB ⚡ Claim 1 A temporal knowledge graph system that enables users to record and query archit…	B 77 ⁵⁄₅	◉ ⏳	90	56	—	74	76	89
3090	CoinMarketCap MCP Server ⚡ Claim Provides access to cryptocurrency market data, exchange information, and blockc…	B 77 ⁵⁄₅	◉ ⏳	74	82	—	53	81	90
3091	Withings MCP Server ⚡ Claim 1 Enables access to Withings Health API data including body measurements, activit…	B 77 ⁵⁄₅	◉ ⏳	80	65	—	63	80	96
3092	Youtube-MCP Claim Production-grade Model Context Protocol server for YouTube intelligence. Extrac…	B 77 ⁵⁄₅	◉ ⏳	78	75	—	43	82	100
3093	Mender MCP Server ⚡ Claim 1 Enables AI assistants to interact with Mender IoT platform for device managemen…	B 76 ⁵⁄₅	◉ ⏳	84	75	—	28	82	100
3094	ChemCP ⚡ Claim MCP App that renders 2D molecular structures from SMILES using RDKit.js	B 76 ⁵⁄₄	◉ ⏳	72	70	N/A	41	90	100
3095	BuiltWith MCP Server ⚡ Claim Enables querying the BuiltWith API to discover and analyze website technology s…	B 76 ⁵⁄₅	◉ ⏳	84	68	—	36	81	100
3096	Bureau of Economic Analysis (BEA) MCP S… Claim 1 Provides access to comprehensive U.S. economic data including GDP, personal inc…	B 76 ⁵⁄₅	◉ ⏳	96	66	—	27	80	97
3097	Lumenore Analytics MCP Server Claim Provides AI assistants with access to Lumenore's analytics capabilities, enabli…	B 76 ⁵⁄₅	◉ ⏳	82	72	—	43	81	94
3098	Khan Academy MCP Server Claim Enables AI assistants to search, browse, and read Khan Academy's educational co…	B 76 ⁵⁄₅	◉ ⏳	72	61	—	70	82	95
3099	Paprika SQL MCP Server Claim A Model Context Protocol desktop extension that allows Claude to query and inte…	B 76 ⁵⁄₄	◉ ⏳	84	67	N/A	24	95	97
3100	Faber MCP Server ⚡ Claim 1 Enables the deployment and management of Laravel applications on Faber servers …	B 76 ⁵⁄₄	◉ ⏳	84	53	N/A	50	90	99

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