MCP Scoreboard

69153

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33849

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2112

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16953

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Last updated 32 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
14701	minionszyw-bazi Claim Generate BaZi charts from birth details. Explore Four Pillars, solar terms, and…	D 47 ⁶⁄₆	◉ ⏳	48	42	0	19	81	91
14702	UML-MCP Server Claim A tool that generates various UML diagrams through natural language description…	D 47 ⁶⁄₆	◉ ⏳	60	25	0	26	81	89
14703	Weather MCP Server Claim Provides real-time weather data and forecasts for any location using the OpenWe…	D 47 ⁶⁄₆	◉ ⏳	54	31	0	22	81	94
14704	fulcra-context-mcp ⚡ Claim MCP server for accessing personal health and biometric data including sleep sta…	D 47 ⁶⁄₆	◉ ⏳	60	10	0	45	81	92
14705	Local File Reader ⚡ Claim Read the contents of local files on demand. Quickly preview, copy, or analyze f…	D 47 ⁵⁄₄	◉ ⏳	24	17	N/A	21	82	94
14706	MCP Server Template Claim A minimal FastMCP server template for Render deployment with streamable HTTP tr…	D 47 ⁶⁄₆	◉ ⏳	54	25	0	21	83	100
14707	Botmadang MCP Server ⚡ Claim 1 An MCP server that enables AI agents to interact with Botmadang, a Korean socia…	D 47 ⁶⁄₆	◉ ⏳	47	70	0	25	81	55
14708	Danbooru Tags Claim Extract tags from any Danbooru post and explore categories at a glance. Analyze…	D 47 ⁶⁄₆	◉ ⏳	72	10	0	27	81	94
14709	Fodda Topic & Trend Research ⚡ Claim Trend, stats & insight search across PSFK expert graphs with citable sources.	D 47 ⁶⁄₆	◉ ⏳	84	0	0	45	70	88
14710	Intelligent Architecture Recommendation… ⚡ Claim Generates tailored system architecture recommendations based on business parame…	D 47 ⁶⁄₆	◉ ⏳	54	52	0	43	81	54
14711	Similar Words MCP Server ⚡ Claim 1 An MCP server that provides access to the Similar Words API, allowing users to …	D 47 ⁵⁄₅	◉ ⏳	35	60	—	45	80	9
14712	Headline Vibes Analysis MCP Server ⚡ Claim Analyzes sentiment in news headlines from major US publications using both stan…	D 47 ⁶⁄₆	◉ ⏳	56	36	0	27	81	84
14713	sendpulse-mcp ⚡ Claim 2 MCP server for SendPulse API — mailing lists, email sending, statistics. OAuth2…	D 47 ⁵⁄₅	◉ ⏳	47	0	N/A	58	81	58
14714	Hacker News MCP Server Claim Enables access to Hacker News data including top stories, new stories, specific…	D 47 ⁶⁄₆	◉ ⏳	48	33	0	22	81	100
14715	Debug Companion MCP Claim Enables AI coding agents to debug Python projects by running pytest, extracting…	D 47 ⁶⁄₄	◉ ⏳	48	25	0	33	95	86
14716	CV Recruitment Assistant Claim Provides digitally-signed access to Brayan Smith Cordova Tasayco's CV data thro…	D 47 ⁶⁄₆	◉ ⏳	54	55	0	27	81	60
14717	mcp-server-latest-news Claim 1 Real-time global news, crypto, weather & earthquakes from 27 free APIs. No API …	D 47 ⁶⁄₆	◉ ⏳	66	0	0	47	81	94
14718	Govern Claim Optimizes SQL queries to improve database performance and response times. Strea…	D 47 ⁶⁄₆	◉ ⏳	72	10	0	30	81	92
14719	Enterprise MCP Server Claim Enables querying Chinese enterprise business data including company profiles, s…	D 47 ⁶⁄₆	◉ ⏳	66	35	0	18	81	78
14720	Greeting & Utilities ⚡ Claim Send friendly greetings in multiple languages, run quick calculations, and get …	D 47 ⁶⁄₆	◉ ⏳	66	10	0	26	81	100
14721	GitHub MCP Tools Claim A Multi-Claude Program for interacting with GitHub APIs through Claude Desktop,…	D 47 ⁵⁄₅	◉ ⏳	60	32	—	15	80	35
14722	mcp_server Claim	D 47 ⁵⁄₄	◉ ⏳	36	20	N/A	18	95	65
14723	Documentation MCP Server Claim Scrapes and indexes documentation websites to provide AI assistants with search…	D 46 ⁶⁄₆	◉ ⏳	72	0	0	27	81	98
14724	Obris ⚡ Claim Stop re-explaining yourself to AI. Save knowledge once, use it in every convers…	D 46 ⁶⁄₆	◉ ⏳	60	10	0	56	69	93
14725	lotto-mcp-server Claim	D 46 ⁵⁄₄	◉ ⏳	32	15	N/A	13	95	73
14726	MCP-QA Claim 1 An MCP server for the comprehensive analysis of Swagger 2.0 and OpenAPI 3.x con…	D 46 ⁶⁄₆	◉ ⏳	57	26	0	27	81	88
14727	Calculator Claim 1 Perform quick arithmetic—add, subtract, multiply, and divide. Get instant resul…	D 46 ⁵⁄₄	◉ ⏳	24	40	N/A	12	94	56
14728	MetricHub Quant - A股量化数据 ⚡ Claim 1 China A-Share quantitative data: 5000+ stocks, 13 factors, daily market & limit…	D 46 ⁶⁄₆	◉ ⏳	78	0	0	29	69	100
14729	BadRooBot-test_m ⚡ Claim Send quick greetings, scrape website content, and generate text or images on de…	D 46 ⁶⁄₆	◉ ⏳	54	28	0	28	74	98
14730	Remote MCP Server on Cloudflare ⚡ Claim 1 A Model Context Protocol server implementation that runs on Cloudflare Workers …	D 46 ⁶⁄₆	◉ ⏳	39	60	0	23	80	75
14731	Character Counter ⚡ Claim Count characters in any text to quickly check length and meet limits. Validate …	D 46 ⁵⁄₄	◉ ⏳	24	12	N/A	21	95	83
14732	Remote MCP Server ⚡ Claim 1 A Model Context Protocol server for Cloudflare Workers that integrates with Cla…	D 46 ⁶⁄₆	◉ ⏳	57	71	0	24	81	32
14733	nanmesh-mcp ⚡ Claim nanmesh-mcp MCP server for NaN Mesh — the AI-native product catalog built for a…	D 46 ⁶⁄₆	◉ ⏳	60	10	0	38	81	95
14734	KRDS Design System ⚡ Claim Build interfaces that follow the Korea Responsive Design System (KRDS) faster. …	D 46 ⁶⁄₆	◉ ⏳	72	10	0	26	81	84
14735	mcp-server Claim 1 Perform quick addition, subtraction, multiplication, and division. Get fast res…	D 46 ⁵⁄₄	◉ ⏳	24	37	N/A	21	95	52
14736	iDig DNS MCP Server ⚡ Claim Exposes 19 professional DNS diagnostic tools from the iDig API, enabling AI cli…	D 46 ⁶⁄₆	◉ ⏳	48	32	0	25	81	92
14737	ChuangSi AI Model Content Protection ⚡ Claim Provides real-time content safety protection for large language models by detec…	D 46 ⁶⁄₆	◉ ⏳	42	37	0	39	81	82
14738	FastMCP QuickCalc Server Claim A simple calculator MCP server that provides basic arithmetic functions (add an…	D 46 ⁶⁄₆	◉ ⏳	48	27	0	18	83	100
14739	BCRP-MCP ⚡ Claim Model Context Protocol server that provides access to economic and financial ti…	D 46 ⁶⁄₆	◉ ⏳	54	26	0	26	81	91
14740	hrmcp-server Claim 2 MCP server for candidate scoring. Post a resume and job description, get back s…	D 46 ⁵⁄₅	◉ ⏳	27	0	—	36	81	94
14741	Rebrandly MCP ⚡ Claim This project implements a simple MCP server in Go that exposes a single tool (c…	D 46 ⁶⁄₆	◉ ⏳	62	0	0	49	81	94
14742	context-awesome ⚡ Claim 2 MCP server for querying 8,500+ curated awesome lists (1M+ items) and fetching t…	D 46 ⁶⁄₆	◉ ⏳	69	10	0	27	81	87
14743	keila-mcp ⚡ Claim 1 An MCP server for the Keila newsletter API that enables management of contacts,…	D 46 ⁶⁄₆	◉ ⏳	45	30	0	27	81	96
14744	Cab Service MCP Server ⚡ Claim 1 Enables cab booking and management through natural conversation, allowing users…	D 46 ⁵⁄₄	◉ ⏳	56	12	N/A	29	94	33
14745	CB Insights MCP Server ⚡ Claim An interface that allows developers to interact with ChatCBI LLM through AI Age…	D 46 ⁶⁄₆	◉ ⏳	68	10	0	30	81	88
14746	Shopify MCP Server ⚡ Claim 1 Enable interaction with Shopify store data through a GraphQL API.	D 46 ⁶⁄₆	◉ ⏳	60	10	0	37	78	96
14747	FL Studio MCP Claim 1 An MCP server that connects Claude to FL Studio, allowing the AI to send melodi…	D 46 ⁵⁄₄	◉ ⏳	29	30	N/A	16	95	58
14748	MCP Video & Audio Text Extraction Server Claim 2 An MCP server that downloads videos/extracts audio from various platforms like …	D 46 ⁵⁄₅	◉ ⏳	33	33	—	24	82	57
14749	agentforge Claim DeFi safety layer for AI agents: wallet safety, token risk, tx decode/simulate.…	D 46 ⁶⁄₆	◉ ⏳	72	0	0	30	78	95
14750	mcp-server-tft Claim 1 Teamfight Tactics AI coaching: composition analysis, augment optimization & imp…	D 46 ⁶⁄₆	◉ ⏳	60	0	0	47	81	95

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