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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
5051	Notion ReadOnly MCP Server ⚡ Claim An optimized read-only server for AI assistants to efficiently query and retrie…	B 74 ⁵⁄₅	◉ ⏳	84	61	—	54	80	86
5052	mit-dining ⚡ Claim Real-time MIT dining hall menus with dietary filtering across all 6 halls	B 74 ⁵⁄₄	◉ ⏳	66	68	N/A	38	92	100
5053	LIFX MCP Server ⚡ Claim Enables control of LIFX smart lights through natural language, including power …	B 74 ⁵⁄₅	◉ ⏳	84	70	—	35	80	92
5054	Anki MCP Server ⚡ Claim 1 Provides programmatic access to Anki flashcard operations through the AnkiConne…	B 74 ⁵⁄₄	◉ ⏳	84	57	N/A	24	94	100
5055	Task Manager MCP Server Claim Enables task management through natural language with full CRUD operations incl…	B 74 ⁵⁄₄	◉ ⏳	78	60	N/A	29	95	100
5056	ZIP MCP Server ⚡ Claim Provides tools for AI assistants to compress, decompress, and manage ZIP archiv…	B 74 ⁵⁄₄	◉ ⏳	90	56	N/A	29	87	93
5057	Llama Maverick Hub MCP Server ⚡ Claim A meta-MCP server that uses Llama AI as an orchestrator to intelligently route …	B 73 ⁵⁄₅	◉ ⏳	96	51	—	36	81	88
5058	Basecoat UI MCP ⚡ Claim 1 Provides access to 77 pre-built, accessible Basecoat CSS UI components across f…	B 73 ⁵⁄₅	◉ ⏳	86	100	—	29	81	48
5059	Sketch Context MCP ⚡ Claim MCP server to provide Sketch layout information to AI coding agents like Cursor	B 73 ⁵⁄₅	◉ ⏳	90	46	—	54	80	91
5060	mcp-whatsapp-web Claim Whatsapp-Web MCP	B 73 ⁵⁄₄	◉ ⏳	60	66	N/A	50	90	98
5061	Zoom MCP Server ⚡ Claim 1 An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …	B 73 ⁵⁄₅	◉ ⏳	74	100	—	61	82	37
5062	Mermaid Validator MCP ⚡ Claim 1 An MCP server that validates Mermaid diagram syntax and identifies diagram type…	B 73 ⁵⁄₄	◉ ⏳	63	60	N/A	50	92	100
5063	SkyFi MCP Server Claim Enables AI agents to interact with SkyFi's geospatial data services for orderin…	B 73 ⁵⁄₅	◉ ⏳	84	72	—	26	81	89
5064	Nina Advanced API MCP Claim A protocol server enabling AI agents to control astrophotography equipment thro…	B 73 ⁵⁄₄	◉ ⏳	78	63	N/A	25	95	92
5065	HT-MCP Claim ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…	B 73 ⁵⁄₅	◉ ⏳	96	56	—	88	81	43
5066	Google Analytics Data API MCP Server ⚡ Claim 1 Provides an interface to access Google Analytics Data API through Model Context…	B 73 ⁵⁄₅	◉ ⏳	86	66	—	28	82	90
5067	SBA MCP Server Claim 1 Provides access to SBA small business size standards and SBIR/STTR federal R\&D…	B 73 ⁵⁄₅	◉ ⏳	90	55	—	27	82	99
5068	knowmint ⚡ Claim AI agent knowledge marketplace. Discover, purchase, and retrieve human expertis…	B 73 ⁵⁄₅	◉ ⏳	72	77	N/A	55	70	88
5069	Snyk MCP Server Claim 1 A standalone server enabling Snyk security scanning through the Model Context P…	B 73 ⁵⁄₅	◉ ⏳	80	71	—	23	78	99
5070	runno ⚡ Claim 1 MCP Server for the Runno Sandbox	B 73 ⁵⁄₅	◉ ⏳	57	61	N/A	83	80	93
5071	MCP Snapshot Server ⚡ Claim 3 A Model Context Protocol server that enables interaction with Snapshot.org, pro…	B 73 ⁵⁄₅	◉ ⏳	77	63	—	40	82	97
5072	MMI Architecture Analyzer ⚡ Claim 1 An MCP server for evaluating C# project architecture quality using the Modulari…	B 73 ⁵⁄₄	◉ ⏳	79	58	N/A	30	95	94
5073	DIY Helper MCP Servers ⚡ Claim Provides access to residential building codes (NEC, IRC, IPC), material specifi…	B 73 ⁵⁄₅	◉ ⏳	96	56	—	23	82	90
5074	capsulecrm-mcp ⚡ Claim 📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…	B 73 ⁵⁄₄	◉ ⏳	62	68	N/A	49	92	90
5075	Valhalla MCP Server ⚡ Claim Integrates Claude Desktop with the Valhalla routing engine to provide OpenStree…	B 73 ⁵⁄₅	◉ ⏳	84	65	—	31	82	93
5076	Taskboard MCP Server Claim Integrates GitHub Copilot Chat with your Taskboard instance to manage workspace…	B 73 ⁵⁄₅	◉ ⏳	78	66	—	35	78	100
5077	npm-run-mcp-server ⚡ Claim 1 An MCP server that exposes package.json scripts as tools for agents.	B 73 ⁵⁄₄	◉ ⏳	69	57	N/A	70	95	75
5078	GitHub API MCP Server ⚡ Claim Manage your GitHub repositories effortlessly. Create, update, and search files,…	B 73 ⁵⁄₄	◉ ⏳	80	43	N/A	50	95	91
5079	Alpaca MCP Server ⚡ Claim Provides tools for interacting with the Alpaca Trading API, enabling trading op…	B 73 ⁵⁄₅	◉ ⏳	78	61	—	34	82	100
5080	Strapi MCP Server Claim 1 Enables AI assistants to interact with Strapi CMS instances through REST API op…	B 73 ⁵⁄₅	◉ ⏳	84	57	—	47	81	91
5081	Kalendis MCP ⚡ Claim 1 Enables interaction with the Kalendis scheduling API to manage users, availabil…	B 73 ⁵⁄₅	◉ ⏳	94	75	—	46	81	55
5082	MCP Connect ⚡ Claim 1 Enables AI assistants to control iOS Simulators and automate browsers by combin…	B 73 ⁵⁄₄	◉ ⏳	78	56	N/A	42	88	95
5083	MCP HuggingFetch Claim Enables users to download HuggingFace models through natural language requests …	B 73 ⁵⁄₅	◉ ⏳	86	38	—	71	82	88
5084	Browserbase MCP Server ⚡ Claim Enables AI-powered browser automation through Browserbase and Stagehand, allowi…	B 73 ⁵⁄₅	◉ ⏳	66	70	—	53	81	93
5085	flexible-graphrag Claim Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Ve…	B 73 ⁵⁄₄	◉ ⏳	76	38	N/A	60	95	97
5086	ExcelReadMCP Claim Enables reading and searching Excel files through MCP-compatible clients. Provi…	B 73 ⁵⁄₄	◉ ⏳	72	57	N/A	37	94	100
5087	PubNub MCP Server ⚡ Claim 1 PubNub Model Context Protocol MCP Server for Cursor and Claude	B 73 ⁵⁄₅	◉ ⏳	66	82	N/A	58	75	81
5088	AWS Application Signals MCP Server ⚡ Claim 1 Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…	B 73 ⁵⁄₅	◉ ⏳	66	82	—	37	81	90
5089	mcp-wsl-exec ⚡ Claim A secure MCP server for Windows Subsystem for Linux environments, facilitating …	B 73 ⁵⁄₄	◉ ⏳	60	57	N/A	60	90	99
5090	Keyway MCP Server ⚡ Claim A GitHub-native secrets manager that allows AI assistants to securely manage, g…	B 73 ⁵⁄₅	◉ ⏳	58	75	—	56	82	94
5091	Scrapling Fetch MCP ⚡ Claim 1 An MCP server that helps AI assistants access text content from websites that i…	B 73 ⁵⁄₅	◉ ⏳	61	82	—	51	81	86
5092	MCP REST Server ⚡ Claim Enables interaction with any REST API through token or login authentication, wi…	B 73 ⁵⁄₅	◉ ⏳	84	82	—	26	81	75
5093	MCP-Discord ⚡ Claim Enables AI assistants to interact with Discord servers through a bot, supportin…	B 73 ⁵⁄₅	◉ ⏳	96	82	—	43	81	45
5094	Invoice MCP Server ⚡ Claim Enables the generation of professional PDF invoices and their distribution via …	B 73 ⁵⁄₅	◉ ⏳	90	100	—	39	81	35
5095	skillnet-mcp ⚡ Claim SkillNet MCP Server - Use 200.000k+ Community Skills with MCP	B 73 ⁵⁄₅	◉ ⏳	84	82	—	49	81	58
5096	Gemini Pro MCP Server Claim Enables Claude Desktop to generate text and analyze images using Google's Gemin…	B 73 ⁵⁄₅	◉ ⏳	78	56	—	42	81	100
5097	SEC EDGAR MCP Server Claim 1 Provides access to SEC filings and detailed XBRL financial data for all publicl…	B 73 ⁵⁄₅	◉ ⏳	90	55	—	27	83	99
5098	Discourse MCP Server ⚡ Claim 1 Node.js server that allows searching Discourse forum posts through the Model Co…	B 73 ⁵⁄₅	◉ ⏳	60	68	—	56	81	100
5099	Coolify MCP Server ⚡ Claim Provides programmatic and CLI tools for managing Coolify deployments, allowing …	B 73 ⁵⁄₅	◉ ⏳	92	70	—	46	81	65
5100	Browser MCP Server Claim Enables AI assistants to automate web browsers through Playwright, providing ca…	B 73 ⁵⁄₅	◉ ⏳	96	56	—	19	81	97

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