MCP Scoreboard

30006

Discovered

→

24039

Scored

→

1224

Verified

→

16961

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
8901	AWS Terraform MCP Server ⚡ Claim A containerized Model Context Protocol server that enables using natural langua…	C 68 ⁵⁄₄	◉	78	36	N/A	39	89	93
8902	nfl-mcp ⚡ Claim 2 An MCP server that provides access to over 12 years of NFL play-by-play data th…	C 68 ⁵⁄₄	◉	63	30	N/A	65	92	94
8903	MCP Tool Server Claim Provides real-world tools for weather data, stock market information, and inter…	C 68 ⁵⁄₅	◉	72	52	—	24	81	100
8904	Weaviate MCP Server Claim A server that enables Claude AI to interact with Weaviate vector databases, sup…	C 68 ⁵⁄₅	◉	78	48	—	40	81	89
8905	elevenlabs-mcp ⚡ Claim	C 68 ⁵⁄₅	◉	66	66	N/A	24	81	92
8906	ADM1 MCP Server Claim Enables natural language control of anaerobic digestion modeling using the inte…	C 68 ⁵⁄₅	◉	90	38	—	37	76	91
8907	Markdown转换服务器 ⚡ Claim 将各种格式的文件转换为Markdown描述，帮助用户轻松获取文件内容的结构化信息。通过Cloudflare AI服务，支持多种文件类型的转换，提升文档处理效率。	C 68 ⁵⁄₅	◉	60	67	N/A	31	81	93
8908	AbletonMCP ⚡ Claim Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…	C 68 ⁵⁄₄	◉	66	35	N/A	48	90	100
8909	cdisc-mcp ⚡ Claim Exposes CDISC standards data including SDTM, ADaM, CDASH, and Controlled Termin…	C 68 ⁵⁄₅	◉	72	46	—	32	84	100
8910	ArXiv Scout ⚡ Claim Search and retrieve academic papers directly from arXiv with advanced query cap…	C 68 ⁵⁄₅	◉	72	41	—	48	83	93
8911	IPMA Weather Data Server ⚡ Claim 1 Provide real-time and forecast meteorological data for cities across Portugal u…	C 68 ⁵⁄₅	◉	72	61	N/A	23	82	93
8912	Figma API Integration Server ⚡ Claim Integrate Figma's powerful design capabilities into your applications. Leverage…	C 68 ⁵⁄₅	◉	66	66	N/A	28	82	89
8913	truss44-mcp-crypto-price ⚡ Claim Provide real-time cryptocurrency price data and market analysis.	C 68 ⁶⁄₆	◉	82	72	0	84	82	99
8914	Credit Optimizer v5 for Manus AI ⚡ Claim Optimizes Manus AI credit usage by 30-75% via intelligent model routing and sma…	C 68 ⁵⁄₄	◉	72	20	N/A	65	92	96
8915	MCP MariaDB Server ⚡ Claim Enables AI assistants to interact with MariaDB databases through standard SQL o…	C 68 ⁵⁄₅	◉	78	41	—	39	81	96
8916	rulego-server Claim A lightweight dependency-free workflow automation platform. Supports iPaaS, str…	C 68 ⁵⁄₄	◉	78	37	N/A	36	90	90
8917	MCPilot ⚡ Claim A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolcha…	C 68 ⁵⁄₅	◉	84	67	—	28	81	63
8918	aihubmix-gpt-image-1 Claim	C 68 ⁵⁄₄	◉	84	43	N/A	19	90	89
8919	mcp-database-server ⚡ Claim 1 A modular MCP server that enables interaction with multiple database types incl…	C 68 ⁵⁄₅	◉	78	100	—	24	74	42
8920	CastPlan MCP Claim Provides AI assistants with persistent memory of your project architecture, dev…	C 68 ⁵⁄₅	◉	86	28	—	68	81	75
8921	MCP Browser Debugger ⚡ Claim Enables comprehensive web frontend debugging and analysis through DOM inspectio…	C 68 ⁵⁄₅	◉	72	91	N/A	26	95	40
8922	Windows MCP Server Claim Enables comprehensive Windows desktop automation including screen capture, OCR …	C 68 ⁵⁄₄	◉	90	61	N/A	67	95	15
8923	mcp-telegram ⚡ Claim 2 MCP Server for Telegram	C 68 ⁵⁄₅	◉	77	40	N/A	54	80	89
8924	Enhanced Web Scraper MCP Server Claim Enables web scraping, React app testing, and React Native web app inspection us…	C 68 ⁵⁄₅	◉	78	82	N/A	26	95	40
8925	MCP Docling Server ⚡ Claim A server that provides document processing capabilities using the Model Context…	C 68 ⁵⁄₅	◉	90	32	—	38	81	92
8926	Test Analyzer MCP Server Claim 2 Enables comprehensive analysis of JavaScript/TypeScript project testing setups …	C 68 ⁵⁄₅	◉	78	100	N/A	20	84	36
8927	Java Testing Agent ⚡ Claim Automates Java Maven testing workflows with decision table-based test generatio…	C 68 ⁵⁄₄	◉	84	31	N/A	21	95	96
8928	MemoVault ⚡ Claim A personal memory system that provides AI assistants with long-term memory capa…	C 68 ⁵⁄₅	◉	60	55	—	51	82	92
8929	MCP IDE Bridge ⚡ Claim A stateless MCP server that enables real-time, bidirectional messaging and coll…	C 68 ⁵⁄₅	◉	78	43	—	50	81	87
8930	sql2odata-mcp Claim 1 An MCP server that translates SQL statements into OData v4 query syntax, suppor…	C 68 ⁵⁄₅	◉	55	55	—	53	82	95
8931	goodday-mcp ⚡ Claim Goodday‑MCP is a lightweight Model Context Protocol (MCP) server designed to se…	C 68 ⁵⁄₅	◉	72	43	—	49	77	99
8932	DeepView MCP Claim 1 A Model Context Protocol server that enables IDEs like Cursor and Windsurf to a…	C 68 ⁵⁄₅	◉	73	41	—	51	80	91
8933	Wordware MCP Server ⚡ Claim 1 A Model Context Protocol server implementation that integrates Wordware flows a…	C 68 ⁵⁄₄	◉	77	35	N/A	40	95	85
8934	fastmcp ⚡ Claim 🚀 The fast, Pythonic way to build MCP servers and clients.	C 68 ⁶⁄₄	◉	72	65	0	88	95	98
8935	Adaptive Memory Graph ⚡ Claim Persistent memory for Claude via weighted, interconnected knowledge nodes.	C 68 ⁵⁄₄	◉	66	41	N/A	47	92	93
8936	plane-mcp-server Claim 1 Plane's Official Model Context Protocol Server 🔌 ⌨️ 🔥	C 68 ⁵⁄₅	◉	75	26	N/A	79	81	87
8937	mcp-all ⚡ Claim 1 A Model Context Protocol server to run other MCP servers	C 68 ⁵⁄₄	◉	39	67	N/A	45	95	94
8938	MCP AI Agent Server Claim Bridges Cline to an AI agent system through the Model Context Protocol, enablin…	C 68 ⁵⁄₅	◉	60	68	—	50	81	79
8939	reddit-mcp ⚡ Claim 1 Model Context Protocol server implementation for Reddit	C 68 ⁵⁄₅	◉	57	51	N/A	54	81	98
8940	atlassian-mcp-server ⚡ Claim An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confl…	C 68 ⁵⁄₅	◉	70	33	—	60	81	97
8941	memory-bank-mcp ⚡ Claim 1 An MCP server that gives AI assistants persistent memory across sessions. It st…	C 68 ⁵⁄₄	◉	57	30	N/A	82	92	89
8942	Cloudscape Docs MCP Server ⚡ Claim Provides semantic search over AWS Cloudscape Design System documentation using …	C 68 ⁵⁄₄	◉	70	33	N/A	46	95	97
8943	calendar-mcp ⚡ Claim 1 MCP server for accessing macOS Calendar events	C 68 ⁵⁄₄	◉	57	58	N/A	34	90	98
8944	Lightning Enable MCP Server ⚡ Claim 1 AI agent Lightning payments: pay invoices, L402 auto-pay, API discovery, budgets	C 68 ⁵⁄₅	◉	90	43	N/A	49	58	94
8945	Notion Query MCP Server Claim Provides structured, SQL-style query access to Notion databases, allowing Claud…	C 68 ⁵⁄₅	◉	60	71	—	30	81	92
8946	Gemini Web Search MCP Server ⚡ Claim Enables web search capabilities by integrating with the local gemini-cli tool. …	C 68 ⁵⁄₄	◉	66	55	N/A	26	87	100
8947	GeminiMcpServer Claim Enables seamless integration between MCP-compatible clients (like LM Studio) an…	C 68 ⁵⁄₅	◉	76	57	—	18	81	95
8948	fast-filesystem-mcp ⚡ Claim Advanced filesystem operations with large file handling capabilities and Claude…	C 68 ⁶⁄₄	◉	100	60	0	69	87	96
8949	h1-brain Claim MCP server that connects AI assistants to HackerOne for bug bounty hunting	C 68 ⁵⁄₄	◉	70	35	N/A	47	90	95
8950	Azure Cosmos DB MCP Server ⚡ Claim 1 A server that enables LLMs like Claude to interact with Azure Cosmos DB databas…	C 68 ⁵⁄₅	◉	84	52	—	40	67	89

Showing 8901–8950 of 30006 servers

« Prev 1 … 177 178 179 180 181 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution