MCP Scoreboard

33330

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23893

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1218

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16953

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Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

Biggest Gainers

Servicialo MCP Server +2 AgentLore +1 freightgate-mcp-server +1

Biggest Drops

Nursing Home Database -8 Singapore Business Directory -7 Singularity Layer MCP -7

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
13251	Phalcon MCP Server Claim 1 A Model Context Protocol server that allows AI assistants to create and manage …	C 58 ⁵⁄₄	◉	51	33	N/A	34	80	91
13252	Foundry MCP ⚡ Claim Enables spec-driven development workflows with AI assistants, providing tools f…	C 58 ⁵⁄₅	◉	72	23	—	72	81	46
13253	JS Reverse MCP Claim 1 An MCP server for JavaScript reverse engineering that enables AI to perform bro…	C 58 ⁵⁄₄	◉	63	25	N/A	80	92	34
13254	Deep Graph MCP Server Claim Enables seamless interaction with public or private code graphs from DeepGraph …	C 58 ⁶⁄₆	◉	72	36	0	73	81	94
13255	IsItDown MCP Server ⚡ Claim 1 An MCP server that allows users to check if a website is experiencing downtime …	C 58 ⁵⁄₅	◉	49	26	—	41	81	96
13256	Example MCP Server with FastMCP ⚡ Claim An educational example demonstrating how to build MCP servers in Python using F…	C 58 ⁵⁄₄	◉	48	22	N/A	29	95	98
13257	AssemblyAI MCP Server ⚡ Claim 1 Enables AI assistants to transcribe audio files from URLs or local paths using …	C 58 ⁶⁄₆	◉	72	75	0	18	80	98
13258	Cursor Sound MCP Claim Provides audio feedback by playing sound effects when Cursor AI completes code …	C 58 ⁵⁄₄	◉	54	25	N/A	22	95	88
13259	Jira MCP Server ⚡ Claim Enables AI assistants to interact with Jira Cloud instances for comprehensive i…	C 58 ⁶⁄₆	◉	78	63	0	33	81	88
13260	restic-mcp ⚡ Claim 1 An MCP server that enables AI assistants to manage restic backups, including li…	C 58 ⁵⁄₄	◉	45	30	N/A	30	90	94
13261	Google Sheets MCP ⚡ Claim 1 An MCP server that enables AI agents to read, create, and modify Google Spreads…	C 58 ⁶⁄₆	◉	63	60	0	48	81	100
13262	MongoDB MCP Server ⚡ Claim Provides read-only access to MongoDB databases for LLMs to inspect collection s…	C 58 ⁶⁄₆	◉	84	61	0	22	81	89
13263	Stock Data MCP Server Claim Provides real-time stock market data through Yahoo Finance without requiring an…	C 58 ⁶⁄₆	◉	78	65	0	19	81	100
13264	Hedera MCP Server Claim 1 A Model Context Protocol server that enables interactions with the Hedera netwo…	C 58 ⁵⁄₅	◉	39	52	—	25	71	100
13265	E0N-MCP-FOR-ETH Claim just a simple test for education	C 58 ⁵⁄₅	◉	54	27	—	34	81	92
13266	Database MCP Server Claim 1 Enables AI assistants to interact with MySQL databases through natural language…	C 58 ⁵⁄₅	◉	60	36	—	22	76	88
13267	AWS Cognito MCP Server Claim 1 A Model Context Protocol server implementation that connects to AWS Cognito for…	C 58 ⁵⁄₅	◉	45	66	—	20	81	71
13268	ChillMCP Claim Enables AI agents to take breaks and manage stress levels through various休息 act…	C 58 ⁵⁄₅	◉	60	20	—	24	81	100
13269	PDF MCP Server Claim Enables AI-powered querying of PDF documents using hybrid retrieval (BM25 + vec…	C 58 ⁵⁄₄	◉	42	31	N/A	27	95	92
13270	Stock-MCP ⚡ Claim Provides real-time A-share (Chinese stock market) data through AKShare integrat…	C 58 ⁵⁄₅	◉	50	27	—	47	81	89
13271	appstore-connect-mcp ⚡ Claim 3 MCP server for Apple Store Connect API integration with OAuth authentication su…	C 58 ⁶⁄₄	◉	85	66	0	45	50	99
13272	FastMCP Basic Server ⚡ Claim A basic MCP server implementation using the FastMCP framework that provides uti…	C 58 ⁵⁄₄	◉	54	17	N/A	21	95	100
13273	Bear Notes MCP Server ⚡ Claim 1 A Model Context Protocol server that provides Claude with access to search, ret…	C 58 ⁵⁄₄	◉	47	31	N/A	21	95	92
13274	MCP PDF Server ⚡ Claim Provides tools for extracting text, performing OCR on scanned documents, and re…	C 58 ⁵⁄₄	◉	42	32	N/A	23	92	98
13275	Sound Notification MCP ⚡ Claim 1 An MCP server that plays notification sounds when AI coding assistants like Win…	C 58 ⁵⁄₅	◉	45	82	N/A	16	95	39
13276	MCP PDF Server Claim A PDF processing server that extracts text via normal parsing or OCR, and retri…	C 58 ⁵⁄₄	◉	48	28	N/A	18	95	98
13277	Azure HPC/AI MCP Server Claim Enables users to query Azure HPC/AI Kubernetes clusters for GPU node informatio…	C 58 ⁵⁄₄	◉	54	25	N/A	16	95	97
13278	LTS MCP Server Claim Provides Philippine License to Sell (LTS) verification data from official DHSUD…	C 58 ⁶⁄₆	◉	60	65	0	53	81	94
13279	Voice Loop MCP ⚡ Claim Enables hands-free voice conversations with Claude using real-time speech recog…	C 58 ⁵⁄₄	◉	54	23	N/A	24	95	88
13280	Cursor MCP Server ⚡ Claim 1 Acts as a bridge between Claude's desktop application and the Cursor editor, en…	C 58 ⁶⁄₆	◉	78	58	0	41	80	87
13281	i1n ⚡ Claim Localization as code — push, pull, translate, and extract strings from code wit…	C 58 ⁵⁄₅	◉	66	0	—	50	81	99
13282	MCP Weather Free ⚡ Claim 1 An MCP server that provides real-time weather data, hourly forecasts, and daily…	C 58 ⁵⁄₅	◉	47	30	—	39	83	92
13283	MySQL MCP Server ⚡ Claim 1 An MCP server that allows working with MySQL databases by providing tools for e…	C 58 ⁵⁄₅	◉	47	57	—	25	80	78
13284	Anime & Manga Library ⚡ Claim Discover anime and manga titles through keyword searches to find your next favo…	C 58 ⁶⁄₆	◉	90	74	0	30	81	60
13285	astra-db ⚡ Claim 1 An MCP server for Astra DB workloads	C 58 ⁶⁄₄	◉	35	65	0	72	94	98
13286	WhatsApp MCP Claim 1 A Model Context Protocol server that enables interaction with WhatsApp through …	C 58 ⁵⁄₅	◉	73	0	—	37	81	100
13287	BigVik193-reddit-user-mcp Claim Browse and manage Reddit posts, comments, and threads. Fetch user activity, exp…	C 58 ⁶⁄₆	◉	66	70	0	29	80	99
13288	Hello MCP Server ⚡ Claim A simple greeting server that responds to messages, particularly answering 'how…	C 58 ⁵⁄₅	◉	48	35	—	22	81	100
13289	TypeScript MCP Server Boilerplate ⚡ Claim 1 A boilerplate project for quickly developing Model Context Protocol (MCP) serve…	C 58 ⁵⁄₄	◉	48	58	N/A	31	92	56
13290	Shopify MCP Server ⚡ Claim Enables management of Shopify orders through the Admin REST API, allowing users…	C 58 ⁶⁄₆	◉	72	68	0	25	81	94
13291	AI SQL Assistant MCP Server Claim Handles SQL query execution for a natural language interface to SQLite database…	C 58 ⁵⁄₄	◉	72	25	N/A	34	88	65
13292	Overleaf MCP Server ⚡ Claim Enables read-only interaction with Overleaf LaTeX projects through compatible c…	C 58 ⁵⁄₅	◉	50	30	—	26	81	100
13293	api-agent ⚡ Claim Universal MCP server for GraphQL/REST APIs	C 58 ⁶⁄₄	◉	86	33	0	60	90	84
13294	kube-mcp ⚡ Claim 1 An MCP server that enables interaction with Kubernetes/Minikube clusters throug…	C 58 ⁵⁄₅	◉	35	68	—	38	81	64
13295	Bilibili MCP Server ⚡ Claim Enables interaction with Bilibili (B站) platform through API and web scraping. S…	C 58 ⁵⁄₅	◉	60	31	—	21	81	91
13296	Token Info MCP Server Claim Provides comprehensive smart contract analysis for EVM tokens, including proxy …	C 58 ⁵⁄₄	◉	54	35	N/A	18	87	90
13297	MCP File System Server ⚡ Claim 1 A Model Context Protocol server that provides secure, sandboxed file system ope…	C 58 ⁵⁄₄	◉	39	38	N/A	23	92	99
13298	Edinburgh Festivals MCP Server ⚡ Claim 1 An MCP server that provides tools for querying the Edinburgh Festivals API to r…	C 58 ⁵⁄₅	◉	57	18	—	46	81	91
13299	mcp-server-http-streamable ⚡ Claim A minimal Model Context Protocol server that facilitates network-based client c…	C 58 ⁵⁄₅	◉	50	17	—	48	83	100
13300	MCP API Gateway Claim A unified local API gateway providing caching, rate limiting, and full Model Co…	C 58 ⁵⁄₅	◉	94	27	—	25	81	47

Showing 13251–13300 of 33330 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution

Biggest Gainers

Biggest Drops