MCP Scoreboard

30006

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24039

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1224

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16961

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Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6751	Oracle MCP Server ⚡ Claim 1 Enables consulting oracle AI models (Codex or Claude) for expert reasoning and …	B 71 ⁵⁄₄	◉	90	52	N/A	25	82	91
6752	iTick MCP Server Claim Provides real-time financial market data for stocks across multiple markets (A-…	B 71 ⁵⁄₅	◉	78	68	—	25	82	92
6753	File Search Server ⚡ Claim Enables intelligent file searching in local directories using natural language …	B 71 ⁵⁄₄	◉	78	56	N/A	24	95	89
6754	Puppeteer MCP Server ⚡ Claim 2 A Model Context Protocol server that provides browser automation capabilities u…	B 71 ⁵⁄₄	◉	75	56	N/A	36	82	100
6755	grafana-loki-mcp ⚡ Claim 1 An MCP server that allows querying Loki logs through the Grafana API.	B 71 ⁵⁄₄	◉	65	41	N/A	65	89	98
6756	Proxmox SSH MCP Server ⚡ Claim Enables AI assistants to execute commands on a Proxmox host via SSH with built-…	B 71 ⁵⁄₅	◉	78	91	N/A	31	90	46
6757	MCP Atlas ⚡ Claim 1 An MCP server that enables AI assistants to manage database migrations and vali…	B 71 ⁵⁄₅	◉	71	91	N/A	49	95	35
6758	USASpending MCP Server Claim Enables research of federal contract awards, market opportunities, and competit…	B 71 ⁵⁄₅	◉	72	57	—	49	81	92
6759	Pocketbase Document Extractor ⚡ Claim 1 Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…	B 71 ⁵⁄₅	◉	72	100	N/A	26	95	46
6760	Maccy Clipboard MCP ⚡ Claim 1 An MCP server that gives Claude and other AI assistants access to your Maccy cl…	B 71 ⁵⁄₄	◉	79	56	N/A	20	95	94
6761	markitdown ✓ ⚡ Claim MCP tool access to MarkItDown -- a library that converts many file formats (loc…	B 71 ⁵⁄₄	◉	72	30	N/A	72	94	94
6762	Email Checker MCP Server ⚡ Claim 1 Enables users to validate the existence of email addresses through a simple Fas…	B 71 ⁵⁄₅	◉	54	82	N/A	19	95	93
6763	zotero-mcp ⚡ Claim	B 71 ⁵⁄₄	◉	88	36	N/A	44	90	90
6764	Open Brewery DB MCP Server ⚡ Claim Provides access to the Open Brewery DB API, allowing AI assistants to search fo…	B 71 ⁵⁄₅	◉	68	100	—	49	81	46
6765	icp-intelligence-mcp ⚡ Claim 1 Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools	B 71 ⁵⁄₄	◉	90	47	N/A	29	92	84
6766	iMessage MCP Server ⚡ Claim Enables reading, searching, and sending iMessages on macOS by accessing the loc…	B 71 ⁴⁄₄	◉	54	N/A	N/A	30	95	99
6767	Self-Hosted EdgeOne Pages MCP Server Claim Enables AI assistants to deploy and manage static websites directly on EdgeOne …	B 71 ⁵⁄₅	◉	88	58	—	24	82	91
6768	MCP Naver Maps ⚡ Claim A server that connects to Naver Maps and Search APIs, enabling geocoding and lo…	B 71 ⁵⁄₅	◉	64	71	—	40	81	92
6769	Xero Expenses MCP Claim Enables interaction with Xero accounting software to create and manage invoices…	B 71 ⁵⁄₅	◉	94	38	—	47	81	88
6770	LINE Bot MCP Server ⚡ Claim Model Context Protocol server implementation that integrates the LINE Messaging…	B 71 ⁵⁄₅	◉	60	66	—	60	82	90
6771	Strava MCP Server ⚡ Claim 1 A Model Context Protocol server that enables users to access Strava fitness dat…	B 71 ⁵⁄₄	◉	53	68	N/A	49	90	93
6772	SimpleLocalize MCP Server ⚡ Claim Enables interaction with the SimpleLocalize API to manage translation keys, lan…	B 71 ⁵⁄₅	◉	60	62	—	59	80	94
6773	CNCjs MCP Server Claim Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…	B 71 ⁵⁄₄	◉ ⏳	66	62	N/A	30	95	96
6774	llmmcp ⚡ Claim 1 MCP server for real-time LLM API documentation — stop hallucinations	B 71 ⁵⁄₅	◉	57	73	N/A	51	80	94
6775	CodeGuard MCP Server ⚡ Claim 1 Provides centralized security instructions for AI-assisted code generation by m…	B 71 ⁵⁄₅	◉	78	50	—	48	82	92
6776	Dropbox MCP Server ⚡ Claim 1 A local MCP server that enables Claude to manage Dropbox accounts through tools…	B 71 ⁴⁄₄	◉	54	N/A	N/A	30	95	99
6777	FlightRadar MCP Server Claim 2 A Model Context Protocol (MCP) server that provides real-time flight tracking a…	B 71 ⁵⁄₅	◉	84	100	—	38	80	35
6778	SSH Remote Command Executor ⚡ Claim Execute remote SSH commands and test SSH connectivity seamlessly through a stan…	B 71 ⁵⁄₅	◉	72	100	N/A	47	81	44
6779	SVG Maker MCP Server ⚡ Claim Enables creation, validation, rendering, and optimization of SVG images with co…	B 71 ⁵⁄₅	◉	78	62	—	35	76	94
6780	claude-context-local ⚡ Claim 🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternat…	B 71 ⁵⁄₄	◉	72	41	N/A	60	90	93
6781	OpenAPI to MCP Server Claim A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…	B 71 ⁵⁄₅	◉	92	82	—	64	81	23
6782	Fetch MCP Server ⚡ Claim 2 Provides functionality to fetch web content in various formats, including HTML,…	B 71 ⁵⁄₅	◉	90	47	—	19	83	100
6783	Simple Memory Extension MCP Server Claim 1 An MCP server that extends AI agents' context window by providing tools to stor…	B 71 ⁵⁄₅	◉	63	71	—	44	81	92
6784	MCP Server for Binge-watch ⚡ Claim 2 MCP Server for Binge-watch / MoonTV / LunaTV. 一个用于追剧/追番的MCP服务器，为AI提供搜索影视播放地址的能力…	B 71 ⁵⁄₅	◉	51	100	N/A	74	95	33
6785	Jimeng Image Generation Server ⚡ Claim 1 Generate high-quality images from text prompts using Volcengine's Jimeng AI ser…	B 71 ⁵⁄₄	◉	69	62	N/A	50	95	75
6786	Crawl4AI MCP Server Claim High-performance server enabling AI assistants to access web scraping, crawling…	B 71 ⁵⁄₅	◉	64	73	—	36	81	94
6787	Vertica Database Connector ⚡ Claim Enable seamless interaction with Vertica databases by executing SQL queries, ma…	B 71 ⁵⁄₅	◉	78	37	N/A	62	80	99
6788	SmartCustomerSupportMCP ⚡ Claim A MCP-based intelligent customer service system that provides smart Q\&A, human…	B 71 ⁵⁄₅	◉	80	60	—	41	81	85
6789	WordPress Content MCP Claim Enables management of WordPress posts and pages including creating, updating, d…	B 71 ⁵⁄₅	◉	82	65	—	24	81	89
6790	mcp-playwright-scraper ⚡ Claim 1 An MCP server that scrapes content from web pages, including JavaScript-heavy s…	B 71 ⁵⁄₄	◉	63	56	N/A	39	92	99
6791	AMapMCP ⚡ Claim A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive …	B 71 ⁵⁄₅	◉	66	75	—	40	81	84
6792	Slack MCP Server ⚡ Claim Enables interaction with Slack workspaces through comprehensive integration cap…	B 71 ⁵⁄₅	◉	72	68	—	29	81	93
6793	React Native Debugger MCP ⚡ Claim 1 An MCP server that connects to your React Native application debugger	B 71 ⁵⁄₄	◉	63	60	N/A	52	90	90
6794	GLEIF MCP Server Claim Access the GLEIF LEI database for company verification, KYC, and ownership rese…	B 71 ⁶⁄₄	◉	100	62	0	78	95	94
6795	ebook-mcp ⚡ Claim 1 A MCP server that supports mainstream eBook formats including EPUB, PDF and mor…	B 71 ⁵⁄₄	◉	69	31	N/A	62	95	99
6796	F1 Data Server ⚡ Claim 2 Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…	B 71 ⁵⁄₅	◉	66	82	N/A	62	95	42
6797	mcp-hn ⚡ Claim 1 An MCP server to search Hacker News, get top stories, and more.	B 71 ⁵⁄₅	◉	77	50	—	48	82	92
6798	MCP Doc Server Claim A document-based MCP server that supports keyword searching and content retriev…	B 71 ⁶⁄₆	◉	60	68	78	36	81	100
6799	Cairo Coder ⚡ Claim The most powerful open-source Cairo code generator.	B 71 ⁵⁄₅	◉	78	68	—	28	81	91
6800	MCP Iceberg Catalog ⚡ Claim 1 A Model Context Protocol server that provides a SQL interface for querying and …	B 71 ⁵⁄₅	◉	79	100	—	22	81	51

Showing 6751–6800 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution