MCP Scoreboard

67181

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2901	Hanzo MCP ⚡ Claim 1 An MCP server that enables Claude and other LLM clients to access Hanzo AI plat…	B 77 ⁵⁄₄	◉ ⏳	96	38	N/A	76	89	87
2902	mcp-memory-keeper ⚡ Claim 1 MCP server for persistent context management in AI coding assistants	B 77 ⁵⁄₄	◉ ⏳	100	31	N/A	87	94	76
2903	Text-to-GraphQL MCP Server ⚡ Claim Converts natural language queries into valid GraphQL queries and executes them …	B 77 ⁵⁄₅	◉ ⏳	78	82	—	33	86	92
2904	Karma MCP Server ⚡ Claim Enables Claude to interact with Karma Alert dashboard to monitor and analyze Ku…	B 77 ⁵⁄₅	◉ ⏳	84	58	—	57	82	99
2905	Bootstrap MCP Server Claim A minimal MCP server template with hot reload support that helps developers qui…	B 77 ⁵⁄₄	◉ ⏳	86	65	N/A	28	95	100
2906	Fast Playwright MCP ⚡ Claim Enables token-optimized browser automation with Playwright, featuring batch exe…	B 77 ⁵⁄₅	◉ ⏳	86	58	—	79	80	84
2907	Typebot MCP Server ⚡ Claim Enables interaction with Typebot's REST API to create, manage, publish, and cha…	B 77 ⁵⁄₅	◉ ⏳	88	70	—	41	81	95
2908	n8n-workflow-mcp ⚡ Claim 이젠 n8n workflow도 vibe 하게🚀 n8n workflow assistant mcp server	B 77 ⁵⁄₄	◉ ⏳	78	58	N/A	67	92	87
2909	GitHub Analytics MCP Server ⚡ Claim Enables querying and analysis of public GitHub repositories for statistics, con…	B 77 ⁵⁄₅	◉ ⏳	90	71	—	51	81	85
2910	PentestThinkingMCP ⚡ Claim An AI-powered penetration testing reasoning engine that provides automated atta…	B 77 ⁵⁄₄	◉ ⏳	94	60	N/A	44	90	88
2911	whatsapp-mcp-server ⚡ Claim The most complete MCP Server for WhatsApp Business Cloud API. 43 tools across 1…	B 77 ⁵⁄₅	◉ ⏳	71	88	—	38	81	96
2912	mongo-scout-mcp ⚡ Claim Scout your MongoDB databases with AI - safety features, live monitoring, and da…	B 77 ⁵⁄₄	◉ ⏳	76	72	N/A	55	90	87
2913	OriginUI MCP Server Claim 1 Enables searching, browsing, and installing OriginUI components through the Mod…	B 77 ⁵⁄₅	◉ ⏳	94	60	—	43	81	99
2914	xlwings Excel MCP Server ⚡ Claim 1 Enables Excel file manipulation through Microsoft's official COM automation int…	B 77 ⁵⁄₅	◉ ⏳	60	82	N/A	43	95	98
2915	MinIO Model-Context Protocol (MCP) Serv… ⚡ Claim Provides a standardized way to interact with MinIO object storage, allowing acc…	B 77 ⁵⁄₅	◉ ⏳	92	68	—	39	81	94
2916	Captain Data MCP API Claim A middleware API that connects AI assistants like ChatGPT to Captain Data tools…	B 77 ⁵⁄₅	◉ ⏳	78	72	—	57	82	91
2917	qiniu-mcp-server ⚡ Claim A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, …	B 77 ⁵⁄₅	◉ ⏳	78	65	—	74	76	92
2918	intercept-mcp ⚡ Claim 1 Multi-tier fallback chain for fetching web content as clean markdown. Handles t…	B 77 ⁵⁄₅	◉ ⏳	78	100	N/A	56	83	59
2919	Nano Banana MCP Claim 1 Enables image generation and editing using Google's Gemini models with support …	B 77 ⁵⁄₅	◉ ⏳	90	70	—	30	80	100
2920	Claude Swarm MCP Server ⚡ Claim Enables multi-agent orchestration and coordination using specialized, persisten…	B 77 ⁵⁄₄	◉ ⏳	94	55	N/A	40	95	90
2921	test-genie ⚡ Claim AI-powered app test automation for iOS, Android, Flutter, React Native, Web	B 77 ⁵⁄₅	◉ ⏳	90	100	N/A	49	95	36
2922	SQLite MCP Server Claim Provides comprehensive SQLite database interaction for AI agents, including dat…	B 77 ⁵⁄₅	◉ ⏳	88	100	N/A	38	95	48
2923	mysql_mcp ⚡ Claim	B 77 ⁵⁄₄	◉ ⏳	90	68	N/A	24	95	92
2924	astracipher ⚡ Claim Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-qu…	B 77 ⁵⁄₄	◉ ⏳	96	48	N/A	56	91	90
2925	Calendar AutoAuth MCP Server ⚡ Claim 2 Server for Google Calendar integration in Cluade Desktop with auto authenticati…	B 77 ⁵⁄₅	◉ ⏳	82	73	—	42	80	98
2926	LSP MCP Server Claim 1 Bridges Large Language Models with Language Server Protocol interfaces, allowin…	B 77 ⁵⁄₅	◉ ⏳	96	62	—	44	78	97
2927	mcp-reasoner ⚡ Claim 1 A systematic reasoning MCP server implementation for Claude Desktop with beam s…	B 77 ⁵⁄₅	◉ ⏳	100	100	—	45	80	39
2928	Open-E JovianDSS REST API Documentation… ⚡ Claim Provides access to Open-E JovianDSS REST API documentation for intelligent sear…	B 77 ⁵⁄₅	◉ ⏳	90	57	—	61	81	92
2929	IMAP Email MCP Server ⚡ Claim 1 Enables AI assistants to read, search, compose, and send emails by connecting t…	B 77 ⁵⁄₅	◉ ⏳	94	62	—	40	78	100
2930	Serper Search and Scrape MCP Server ⚡ Claim Enables web search via Serper API with advanced search operators and webpage sc…	B 77 ⁵⁄₅	◉ ⏳	100	58	—	42	81	93
2931	MSSQL MCP Server ⚡ Claim 1 Enables AI assistants to interact with both local SQL Server and Azure SQL Data…	B 77 ⁵⁄₅	◉ ⏳	84	72	—	54	76	94
2932	Ableton Live MCP ⚡ Claim Enables AI agents to control and inspect Ableton Live by executing Python code …	B 77 ⁵⁄₅	◉ ⏳	60	82	N/A	55	95	89
2933	lego-oracle ⚡ Claim 1 LEGO sets, parts, minifigs, colours, and inventories from Rebrickable. 10 tools…	B 77 ⁵⁄₄	◉ ⏳	66	62	N/A	76	95	89
2934	MCP Echo Env ⚡ Claim Echoes environment variables (PWD and WORKSPACE_SLUG) to verify that MCP client…	B 77 ⁵⁄₅	◉ ⏳	60	87	N/A	35	95	100
2935	Trino MCP Server ⚡ Claim 1 Provides AI models with structured access to Trino's distributed SQL query engi…	B 77 ⁵⁄₅	◉ ⏳	74	82	—	45	81	94
2936	RAG Documentation MCP Server ⚡ Claim Provides tools for retrieving and processing documentation through vector searc…	B 77 ⁵⁄₅	◉ ⏳	78	68	—	54	80	100
2937	AI Research Assistant - Semantic Scholar ⚡ Claim Enables comprehensive academic research through the Semantic Scholar API, inclu…	B 77 ⁵⁄₅	◉ ⏳	92	72	—	27	81	100
2938	wikipedia-mcp Claim 2 A Model Context Protocol (MCP) server that retrieves information from Wikipedia…	B 77 ⁵⁄₅	◉ ⏳	88	82	N/A	91	94	24
2939	PipeCD Docs MCP Server Claim Enables searching and retrieving official PipeCD documentation through full-tex…	B 77 ⁵⁄₄	◉ ⏳	76	61	N/A	70	95	81
2940	n8n MCP Server ⚡ Claim The most complete MCP server for n8n — 43 tools for workflows, data tables, and…	B 77 ⁵⁄₅	◉ ⏳	78	82	N/A	52	83	85
2941	Metabase MCP Server ⚡ Claim 1 Enables AI assistants to interact with Metabase analytics platform, allowing us…	B 77 ⁵⁄₄	◉ ⏳	90	72	N/A	23	87	99
2942	SF Express MCP Server ⚡ Claim Enables integration with SF Express shipping and logistics APIs for order manag…	B 77 ⁵⁄₅	◉ ⏳	96	67	—	42	81	88
2943	EnriWeb ⚡ Claim 1 An MCP server that provides web search and URL fetching capabilities by delegat…	B 77 ⁵⁄₅	◉ ⏳	85	68	—	56	80	90
2944	cowork-semantic-search ⚡ Claim Local offline semantic search over documents (txt, md, pdf, docx, pptx, csv). I…	B 77 ⁴⁄₄	◉ ⏳	60	N/A	N/A	62	95	93
2945	Bring! Shopping MCP Server ⚡ Claim Enables interaction with Bring! shopping lists through natural language, allowi…	B 77 ⁵⁄₅	◉ ⏳	62	72	—	76	80	98
2946	iwdp-mcp Claim iOS Safari debugging via ios-webkit-debug-proxy — MCP server with full WebKit I…	B 77 ⁵⁄₄	◉ ⏳	72	50	N/A	73	95	99
2947	Music MCP ⚡ Claim 1 Enables AI assistants to control Apple Music on macOS through AppleScript, prov…	B 77 ⁵⁄₅	◉ ⏳	96	83	N/A	55	95	42
2948	MCP Code Analyzer ⚡ Claim 2 A comprehensive code analysis and management tool that integrates with Claude D…	B 77 ⁵⁄₄	◉ ⏳	96	53	N/A	41	92	92
2949	bitrise-mcp Claim 1 MCP Server for the [Bitrise](https://bitrise.io) API, enabling app management, …	B 77 ⁶⁄₆	◉ ⏳	56	80	97	54	81	88
2950	wp-devdocs-mcp ⚡ Claim 1 An MCP server that indexes WordPress hooks, filters, block registrations, and J…	B 77 ⁵⁄₄	◉ ⏳	69	58	N/A	75	90	99

Showing 2901–2950 of 67181 servers

« Prev 1 … 57 58 59 60 61 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops