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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◉ Complete Scores
14901	AiryLark MCP Translation Server Claim 1 A ModelContextProtocol server providing high-quality translation services with …	F 30 ⁵⁄₅	◉ ⏳	66	71	—	28	76	70
14902	Slack Notifications MCP Server ⚡ Claim 1 Enables interaction with Slack channels including checking Xcode Cloud build st…	F 30 ⁵⁄₅	◉ ⏳	94	61	—	59	80	93
14903	YouTube Music MCP Server ⚡ Claim 1 Enables AI assistants to search YouTube Music, manage playlists, and create sma…	F 30 ⁵⁄₅	◉ ⏳	94	68	—	34	77	92
14904	MCP-MySQL Server ⚡ Claim 1 Enables AI models to perform MySQL database operations through a standardized i…	F 30 ⁵⁄₅	◉ ⏳	84	63	—	56	80	94
14905	Deep Research MCP Server ⚡ Claim 1 An agent-based tool that provides web search and advanced research capabilities…	F 30 ⁵⁄₅	◉ ⏳	60	55	—	43	80	75
14906	vessel-browser ⚡ Claim 1 Built from the ground-up for agents, Vessel Browser is an open source AI browse…	F 30 ⁵⁄₄	◉ ⏳	96	0	N/A	83	85	96
14907	MCP Weather Project ⚡ Claim 1 2 An MCP server that provides real-time weather alerts for US states using the Na…	F 30 ⁵⁄₅	◉ ⏳	45	31	—	27	80	97
14908	Sprite MCP Server ⚡ Claim 1 Enables management of Sprite VMs through interactive dashboards and terminal in…	F 30 ⁶⁄₆	◉ ⏳	94	56	0	32	71	99
14909	Fourth Playwright MCP Server Claim 1 A hybrid Python and Node.js MCP server that integrates Playwright browser autom…	F 30 ⁵⁄₅	◉ ⏳	76	41	—	30	80	90
14910	Pagila MCP Server Claim 1 Enables interaction with the Pagila sample PostgreSQL database through natural …	F 30 ⁵⁄₅	◉ ⏳	68	32	—	28	76	100
14911	mirror-mcp ⚡ Claim 1 2 A Model Context Protocol (MCP) server that provides a reflect tool, enabling LL…	F 30 ⁵⁄₅	◉ ⏳	92	100	—	52	90	43
14912	mcp-video-understanding ⚡ Claim 1	F 30 ⁵⁄₄	◉ ⏳	60	68	N/A	59	90	73
14913	Dify External Knowledge MCP Server ⚡ Claim 1 Integrates Dify's external knowledge base API with the Model Context Protocol t…	F 30 ⁵⁄₅	◉ ⏳	60	73	—	55	80	44
14914	MCP File Management Framework Claim 1 A lightweight and modular framework for building MCP-based file management syst…	F 30 ⁵⁄₅	◉ ⏳	54	25	—	36	76	82
14915	generative-ai Claim 1 Comprehensive resources on Generative AI, including a detailed roadmap, project…	F 30 ⁶⁄₆	◉ ⏳	84	22	0	58	76	88	JU
14916	PayNow Component MCP Server ⚡ Claim 1 Enables LLMs to search and retrieve PayNow Component documentation directly, ac…	F 30 ⁶⁄₆	◉ ⏳	92	80	57	55	80	93
14917	ECL MCP Server Claim 1 Provides comprehensive access to the Europa Component Library (ECL) design syst…	F 30 ⁵⁄₄	◉ ⏳	78	58	N/A	34	89	100
14918	ATproto Docs MCP Server ⚡ Claim 1 A remote MCP server providing a tool for searching and querying ATprotocol docu…	F 30 ⁵⁄₅	◉ ⏳	64	61	—	51	80	94
14919	Vite MCP Server ⚡ Claim 1 Integrates Cursor AI with Vite Dev server, allowing AI agents to modify code an…	F 30 ⁵⁄₄	◉ ⏳	84	61	N/A	53	87	89
14920	MCP Manim Server ⚡ Claim 1 A server-based tool that enables the generation of mathematical animations from…	F 30 ⁵⁄₅	◉ ⏳	48	25	—	23	71	86
14921	Doubao Image Description MCP Server Claim 1 2 Enables visual understanding and image description capabilities for iFlow CLI a…	F 30 ⁵⁄₅	◉ ⏳	54	51	—	38	80	80
14922	SQL Analysis MCP Server ⚡ Claim 1 2 An MCP server designed for SQL analysis that demonstrates sampling capabilities…	F 30 ⁵⁄₄	◉ ⏳	45	25	N/A	21	90	93
14923	React Native MCP Server ⚡ Claim 1 4 Provides comprehensive React Native development assistance with expert-level au…	F 30 ⁵⁄₅	◉ ⏳	90	100	N/A	67	80	45
14924	cross-validated-search Claim 1 Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…	F 30 ⁵⁄₅	◉ ⏳	88	0	—	73	78	96
14925	MCP Appointment Booking Server ⚡ Claim 1 3 An MCP server that enables users to book, cancel, reschedule, and list appointm…	F 30 ⁵⁄₄	◉ ⏳	27	20	N/A	45	90	90
14926	NOMIK Claim 1 AI-native code intelligence graph that builds a persistent knowledge graph of y…	F 30 ⁶⁄₄	◉ ⏳	94	68	0	40	88	95
14927	MCP-Claude ⚡ Claim 1 TypeScript implementation of the Model Context Protocol that standardizes how L…	F 30 ⁵⁄₄	◉ ⏳	56	70	N/A	24	87	100
14928	e-Gov Law MCP Server ⚡ Claim 1 Enables intelligent search and retrieval of Japanese legal statutes through the…	F 30 ⁵⁄₅	◉ ⏳	54	43	—	51	78	88
14929	Adamik MCP Server ⚡ Claim 1 Enables read and write interactions with 60+ blockchain networks through Claude…	F 30 ⁵⁄₅	◉ ⏳	48	82	—	50	80	100
14930	Gold IRA Call Insights Claim 1 2 Analyze Gold IRA sales call transcripts to surface key insights, objections, an…	F 30 ⁵⁄₄	◉ ⏳	60	62	N/A	17	88	91
14931	Stock Ticker MCP Server ⚡ Claim 1 A demo MCP server implementation that provides a single stock search tool which…	F 30 ⁵⁄₄	◉ ⏳	56	22	N/A	25	90	88
14932	codewatch-memory ⚡ Claim 1 An observational memory server that uses LLM agents to capture, compress, and r…	F 30 ⁵⁄₄	◉ ⏳	78	56	N/A	35	88	91
14933	mcp-code-runner Claim 1 2 An MCP server for running code locally via Docker and supporting multiple progr…	F 30 ⁵⁄₄	◉ ⏳	21	50	N/A	43	84	100
14934	MCP Odoo Server ⚡ Claim 1 2 Enables conversational interaction with Odoo to manage timesheets, expenses, co…	F 30 ⁵⁄₅	◉ ⏳	84	68	—	24	76	100
14935	md-to-pdf-with-mermaid-mcp Claim 1 2 An MCP server that converts Markdown files containing Mermaid diagrams into PDF…	F 30 ⁵⁄₄	◉ ⏳	41	57	N/A	28	91	58
14936	Google Workspace Code MCP ⚡ Claim 1 A code-first MCP server that provides a single tool to execute JavaScript or Ty…	F 30 ⁵⁄₄	◉ ⏳	84	72	N/A	36	84	90
14937	osascript MCP Server ⚡ Claim 1 2 Enables the execution of AppleScript and JavaScript for Automation (JXA) on mac…	F 30 ⁵⁄₄	◉ ⏳	72	61	N/A	28	87	91
14938	Food Order Bot MCP Server Claim 1 Enables menu browsing, recommendation requests, and shopping cart management th…	F 30 ⁵⁄₅	◉ ⏳	54	25	—	25	80	88
14939	unichat-mcp-server ⚡ Claim 1 Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using…	F 30 ⁵⁄₅	◉ ⏳	78	65	—	46	76	91
14940	Deepseek Thinker MCP Server ⚡ Claim 1 2 Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…	F 30 ⁵⁄₅	◉ ⏳	94	60	—	29	76	88
14941	TweekIT MCP Server ⚡ Claim 1 Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…	F 30 ⁶⁄₆	◉ ⏳	72	68	0	74	77	98
14942	@blockrun/alpha Claim 1 3 An AI-powered crypto trading MCP server providing technical analysis, market se…	F 30 ⁶⁄₆	◉ ⏳	96	66	95	34	74	81
14943	Cortex Context MCP Adapter ⚡ Claim 1 2 Enables integration with Cortex Context services through the Model Context Prot…	F 30 ⁵⁄₅	◉ ⏳	94	71	—	51	76	93
14944	agentify ⚡ Claim 1 Agent Interface Compiler — One command. Every agent speaks your product. Transf…	F 30 ⁵⁄₄	◉ ⏳	90	65	N/A	63	90	33
14945	defi-yields-mcp ⚡ Claim 1 2 An MCP server for AI agents to explore DeFi yield opportunities.	F 30 ⁵⁄₅	◉ ⏳	51	31	—	41	82	87
14946	MCP Nano Banana ⚡ Claim 1 2 Exposes Google Gemini's Nano Banana image generation models to Claude, enabling…	F 30 ⁵⁄₅	◉ ⏳	78	63	—	45	76	90
14947	MCP MixSearch ⚡ Claim 1 Enables advanced web search across multiple search engines (Brave, DuckDuckGo, …	F 30 ⁵⁄₅	◉ ⏳	66	71	—	47	80	92
14948	Oh My KEGG MCP Claim 1 2 An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…	F 30 ⁵⁄₅	◉ ⏳	55	31	—	42	77	94
14949	Python Docs Server Claim 1 3 An MCP server that enables users to fetch Python documentation using the Brave …	F 30 ⁵⁄₅	◉ ⏳	63	100	—	41	80	53
14950	granola-mcp ⚡ Claim 1 Enables semantic search and insight extraction across Granola meeting notes, ca…	F 30 ⁵⁄₄	◉ ⏳	94	38	N/A	52	87	96

Showing 14901–14950 of 69153 servers

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