MCP Scoreboard

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32320

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2112

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16953

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Last updated 2 hours, 19 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
14851	UMLmcp ⚡ Claim 1 Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…	F 30 ⁵⁄₅	◉ ⏳	68	52	—	43	80	91
14852	MCP Epic Free Games ⚡ Claim 1 Provides tools to retrieve information about current and upcoming free games on…	F 30 ⁵⁄₅	◉ ⏳	86	57	—	52	76	100
14853	Notion MCP Server ⚡ Claim 1 Enables AI agents to interact with Notion workspaces through the Notion API, al…	F 30 ⁵⁄₅	◉ ⏳	84	63	—	55	80	81
14854	Tekuila MCP Server ⚡ Claim 1 2 An MCP server that provides access to Tekuila restaurant menus with AI-powered …	F 30 ⁵⁄₅	◉ ⏳	39	27	—	44	80	100
14855	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
14856	go-utcp Claim 1 2 Official Go implementation of the UTCP	F 30 ⁵⁄₄	◉ ⏳	68	35	N/A	74	88	67
14857	DOCX Document Creator ⚡ Claim 1 A FastMCP-powered microserver that allows users to programmatically generate we…	F 30 ⁵⁄₄	◉ ⏳	46	26	N/A	21	90	96
14858	MCP Sequential Thinking Tools ⚡ Claim 1 Guides problem-solving by breaking down complex problems into steps and recomme…	F 30 ⁵⁄₅	◉ ⏳	96	100	—	59	80	71
14859	LLM Responses MCP Server Claim 1 2 A Model Context Protocol server that enables collaborative debates between mult…	F 30 ⁵⁄₅	◉ ⏳	33	67	—	41	80	71
14860	Antigravity GLM MCP ⚡ Claim 1 3 A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…	F 30 ⁵⁄₅	◉ ⏳	60	75	—	45	75	17
14861	MCP-Dandan Claim 1 Real-time security framework for MCP servers that detects and blocks malicious …	F 30 ⁵⁄₄	◉ ⏳	84	43	N/A	66	88	61
14862	arjunkmrm-perplexity-search Claim 1 Enable AI assistants to perform web searches using Perplexity's Sonar Pro.	F 30 ⁶⁄₆	◉ ⏳	74	62	0	34	76	100
14863	Todo MCP Server ⚡ Claim 1 2 A complete todo management system with authentication and billing that enables …	F 30 ⁵⁄₅	◉ ⏳	94	66	—	53	76	95
14864	Qurio MCP Server Claim 1 Enables AI coding assistants to search and retrieve information from a locally …	F 30 ⁵⁄₄	◉ ⏳	90	33	N/A	55	92	98
14865	Universal Image Generator MCP Server ⚡ Claim 1 A multi-provider AI image generation server that allows users to create and tra…	F 30 ⁵⁄₄	◉ ⏳	72	46	N/A	49	89	96
14866	Claude MCP Server Claim 1 A lightweight Flask-based server that enables Claude AI to perform real-time we…	F 30 ⁵⁄₅	◉ ⏳	78	41	—	34	78	90
14867	KNMI Weather MCP ⚡ Claim 1 2 A FastMCP server that provides real-time weather data from KNMI weather station…	F 30 ⁵⁄₅	◉ ⏳	72	71	—	54	80	99
14868	ctxvault ⚡ Claim 1 Local memory infrastructure for AI agents. Store knowledge and skills in isolat…	F 30 ⁵⁄₄	◉ ⏳	76	72	N/A	81	88	95
14869	Trello MCP Server ⚡ Claim 1 Enables AI assistants and automation tools to interact with Trello boards, list…	F 30 ⁵⁄₅	◉ ⏳	76	66	—	23	80	86
14870	wallet-verifier-mcp Claim 1 3 MCP server for verifying EUDI/Talao wallet data via OIDC4VP (pull) for AI agent…	F 30 ⁶⁄₆	◉ ⏳	79	100	87	48	74	91
14871	Taskflow MCP Claim 1 Automates Notion task workflows with AI-powered tag processing, enabling Claude…	F 30 ⁵⁄₅	◉ ⏳	84	53	—	48	74	92
14872	MeteoSwiss MCP Server ⚡ Claim 1 Provides access to official MeteoSwiss weather data, including regional reports…	F 30 ⁵⁄₅	◉ ⏳	78	62	—	62	82	92
14873	image-tiler-mcp-server ⚡ Claim 1 Full-resolution vision for LLMs. Tiles large images and captures web pages via …	F 30 ⁵⁄₄	◉ ⏳	90	58	N/A	84	88	81
14874	MCP Server Claim 1 A Flask-based server that implements Model Context Protocol to enhance LLMs wit…	F 30 ⁵⁄₅	◉ ⏳	80	41	—	15	78	100
14875	mcp_sdk_petstore_api_44 Claim 1 A standalone MCP server generated from an OpenAPI specification that exposes Pe…	F 30 ⁵⁄₅	◉ ⏳	94	41	—	22	76	87
14876	pmpt-cli ⚡ Claim 1 Record and share your AI-driven development journey. Auto-saves project milesto…	F 30 ⁵⁄₄	◉ ⏳	72	68	N/A	53	87	92
14877	bibble ⚡ Claim 1 Transform your terminal into an intelligent AI workspace with autonomous tool-c…	F 30 ⁵⁄₄	◉ ⏳	96	65	N/A	60	90	99
14878	MCP Python Server Claim 1 A Python-based implementation of the Model Context Protocol that enables commun…	F 30 ⁵⁄₄	◉ ⏳	60	22	N/A	18	94	93
14879	iTerm MCP ⚡ Claim 1 5 Access your iTerm session and control terminal commands seamlessly.	F 30 ⁵⁄₅	◉ ⏳	75	100	N/A	39	87	54
14880	Stock Analysis MCP Server Claim 1 2 An MCP server that provides real-time stock data, technical indicators, and fin…	F 30 ⁵⁄₅	◉ ⏳	57	58	—	25	77	86
14881	Jiminny MCP Server ⚡ Claim 1 Enables access to Jiminny sales call transcripts, AI-generated summaries, and a…	F 30 ⁵⁄₅	◉ ⏳	76	72	—	27	80	96
14882	namecheap ⚡ Claim 1 2 Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…	F 30 ⁵⁄₄	◉ ⏳	90	57	N/A	48	77	95
14883	MCP Demo Server Claim 1 A minimal fastmcp demonstration server that provides a simple addition tool thr…	F 30 ⁵⁄₅	◉ ⏳	60	27	—	19	83	100
14884	Playwrightium ⚡ Claim 1 2 An MCP server for browser automation that allows AI to perform web tasks using …	F 30 ⁵⁄₄	◉ ⏳	75	57	N/A	59	90	84
14885	Analytics MCP Claim 1 Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…	F 30 ⁵⁄₅	◉ ⏳	56	68	—	24	78	94
14886	Flux Schnell MCP Server ⚡ Claim 1 2 A server that enables generating images through the Replicate API by calling th…	F 30 ⁵⁄₅	◉ ⏳	88	67	—	33	80	100
14887	n8n-workflow-tester-safe ⚡ Claim 1 Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …	F 30 ⁵⁄₅	◉ ⏳	90	50	N/A	72	76	90
14888	MCP-Claude Code Bridge ⚡ Claim 1 2 Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…	F 30 ⁵⁄₄	◉ ⏳	72	51	N/A	22	82	93
14889	Interactive Feedback MCP ⚡ Claim 1 Provides a Qt-based graphical interface for AI tools like Cursor to facilitate …	F 30 ⁵⁄₄	◉ ⏳	54	56	N/A	36	90	91
14890	YouTube Transcript MCP Server ⚡ Claim 1 Enables users to extract, search, and analyze YouTube video transcripts directl…	F 30 ⁵⁄₅	◉ ⏳	70	71	—	51	78	100
14891	illustrator-mcp-server ⚡ Claim 1 2 mcp server to run scripts on adobe illustrator	F 30 ⁵⁄₄	◉ ⏳	72	45	N/A	22	84	96
14892	Obsidian MCP Server ⚡ Claim 1 Connects AI assistants directly to Obsidian vaults with intelligent note creati…	F 30 ⁵⁄₄	◉ ⏳	72	58	N/A	62	90	100
14893	mcp-video-understanding ⚡ Claim 1	F 30 ⁵⁄₄	◉ ⏳	60	68	N/A	59	90	73
14894	Spreadsheet MCP App Claim 1 Enables Claude to render interactive, real-time spreadsheets with streaming cel…	F 30 ⁵⁄₅	◉ ⏳	78	58	—	50	80	61
14895	mcp-server-test ⚡ Claim 1	F 30 ⁵⁄₄	◉ ⏳	48	17	N/A	25	84	100
14896	mcp-shrimp-task-manager ⚡ Claim 1 2 A programming-focused task management system that boosts coding agents like Cur…	F 30 ⁵⁄₅	◉ ⏳	94	63	—	66	80	89
14897	IP2Location IP Geolocation MCP Server ⚡ Claim 1 IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…	F 30 ⁵⁄₅	◉ ⏳	60	35	—	64	82	94
14898	Track MCP Claim 1 2 A professional tool for automatically generating enterprise-standard tracking c…	F 30 ⁵⁄₄	◉ ⏳	72	62	N/A	30	87	81
14899	Zava Insurance MCP Server Claim 1 Enables management of insurance claims, inspections, and contractors through in…	F 30 ⁵⁄₄	◉ ⏳	78	51	N/A	35	90	94
14900	Aurai Advisor (上级顾问 MCP) Claim 1 2 An MCP server that enables local AI models to receive guidance from remote 'sen…	F 30 ⁵⁄₅	◉ ⏳	47	82	—	32	78	84

Showing 14851–14900 of 67226 servers

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