MCP Scoreboard

33790

Discovered

→

28875

Scored

→

2088

Verified

→

16951

Complete

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

Last updated 13 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
16451	Weather & HR Management MCP Server Claim 1 3 Enables AI assistants to access real-time weather data by city and manage HR op…	F 25 ⁵⁄₅	◉	86	82	—	27	80	29
16452	Semiconductor Supply Chain MCP Server ⚡ Claim 1 2 Provides structured access to semiconductor industry platforms to search for IP…	F 25 ⁵⁄₅	◉	90	72	—	28	80	91
16453	Clear Thought Server Claim 1 3 Provide enhanced problem-solving capabilities by leveraging systematic thinking…	F 25 ⁵⁄₅	◉	78	82	N/A	31	90	39
16454	TimeLooker MCP Server ⚡ Claim 2 3 A Model Context Protocol server that enables automated search monitoring with A…	F 25 ⁵⁄₄	◉	51	42	N/A	19	87	94
16455	Manticore Search ⚡ Claim 1 2 MCP server for Manticore Search — lets AI assistants query and manage search da…	F 25 ⁵⁄₄	◉ ⏳	57	47	N/A	56	90	94
16456	WebEvalAgent MCP Server ⚡ Claim 1 2 Unleashes LLM-powered agents to autonomously execute and debug web apps directl…	F 25 ⁵⁄₅	◉	63	42	N/A	64	80	89
16457	MCP Remote macOS Control Server ⚡ Claim 1 Enables AI to remotely control macOS systems via VNC with full desktop capabili…	F 25 ⁵⁄₅	◉	96	63	—	46	77	99
16458	Maple ⚡ Claim 1 A unified MCP server providing observability, safety control, and behavior evol…	F 25 ⁵⁄₅	◉	78	71	—	37	78	76
16459	lightning-memory ⚡ Claim 1 2 Decentralized agent memory for the Lightning economy. Nostr identity, L402 paym…	F 25 ⁶⁄₆	◉ ⏳	66	27	0	56	82	90
16460	Trademark Big Data MCP Server Claim 1 2 Provides comprehensive trademark information services, including fuzzy company …	F 25 ⁶⁄₆	◉	60	37	0	18	76	63
16461	sbwsz ⚡ Claim 2 A server based on Model Context Protocol (MCP) that provides query and search f…	F 25 ⁶⁄₆	◉	72	65	0	50	71	12
16462	Windows CLI MCP Server ⚡ Claim 1 2 Enables secure command-line interactions on Windows systems with support for Po…	F 25 ⁵⁄₄	◉	96	61	N/A	76	90	97
16463	Synthetic Web Search MCP Server Claim 1 Exposes the Synthetic API as an MCP tool to enable web searching within Claude …	F 25 ⁵⁄₅	◉ ⏳	88	68	—	47	80	100
16464	Alexa Home Automation MCP Server Claim 1 Enables AI agents to control Alexa-connected smart home devices, including voic…	F 25 ⁵⁄₅	◉ ⏳	72	71	—	37	80	99
16465	kChat MCP Server ⚡ Claim 1 Enables interaction with the kChat platform to manage channels, post messages, …	F 25 ⁵⁄₅	◉	54	65	—	48	80	100
16466	laviya-agent-skills Claim 1 Laviya AI Orchestration MCP runtime for IDE and agent integrations.	F 25 ⁵⁄₄	◉ ⏳	60	73	N/A	28	84	91
16467	Insecure MCP Demo Claim 1 A deliberately vulnerable MCP server that allows clients to interact with a dat…	F 25 ⁵⁄₄	◉	48	37	N/A	15	74	91
16468	LinkedIn Profile Analyzer MCP Claim 1 Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…	F 25 ⁵⁄₅	◉	48	33	—	34	80	96
16469	Handler ⚡ Claim 1 A2A Protocol client and developer toolkit.	F 25 ⁵⁄₄	◉ ⏳	80	46	N/A	76	90	90
16470	NasCoder Perplexity MCP Ultra-Pro ⚡ Claim 1 3 A custom MCP server that integrates Perplexity AI capabilities with Amazon Q CL…	F 25 ⁵⁄₅	◉	100	100	N/A	36	92	46
16471	ctk Claim 1 Confluence CLI & MCP Server — dual-mode Go binary for Confluence Cloud with 7 t…	F 25 ⁵⁄₅	◉ ⏳	72	66	—	66	78	38
16472	MCP Pytest Server Claim 1 3 A Node.js server that integrates with pytest to facilitate the ModelContextProt…	F 25 ⁵⁄₄	◉	96	33	N/A	17	87	86
16473	aigroup-mdtoword-mcp ⚡ Claim 1 2 本地 Markdown 到 Word 文档转换工具，支持最新 MCP 协议特性、完整的页眉页脚页码功能、增强的表格功能、数据导入和数学公式支持，修复本地相对路…	F 25 ⁵⁄₅	◉ ⏳	80	100	N/A	58	90	56
16474	mcp-server-colab-exec ⚡ Claim 1 Execute Python code on Google Colab GPU runtimes (T4/L4) from any MCP client	F 25 ⁵⁄₄	◉	66	46	N/A	52	89	91
16475	Replicate FLUX Image Generator ⚡ Claim 2 3 Generate images using advanced AI models and store them securely in the cloud. …	F 25 ⁵⁄₅	◉	39	60	N/A	27	80	79
16476	kwrds.ai MCP Server Claim 1 Model Context Protocol server that enables AI assistants to perform keyword res…	F 25 ⁵⁄₄	◉	92	61	N/A	43	90	91
16477	Hedera Toolbox ⚡ Claim 1 2 Production MCP server giving AI agents metered access to live Hedera blockchain…	F 25 ⁵⁄₅	◉ ⏳	94	10	—	45	69	96
16478	MCP Binance Claim 1 Enables users to fetch real-time cryptocurrency market data from Binance includ…	F 25 ⁵⁄₅	◉	54	63	—	23	75	89
16479	Twilio MCP Server ⚡ Claim 2 4 A Model Context Protocol server that enables Claude and other AI assistants to …	F 25 ⁵⁄₅	◉	51	61	—	40	74	100
16480	GitHub ⚡ Claim 1 Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…	F 25 ⁶⁄₆	◉ ⏳	92	65	0	81	71	99
16481	MinerU MCP Server ⚡ Claim 1 Exposes the MinerU document-to-markdown API as MCP tools for converting PDF, Wo…	F 25 ⁵⁄₅	◉	54	0	—	27	78	87
16482	Sirr MCP Server ⚡ Claim 1 2 Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…	F 25 ⁵⁄₅	◉ ⏳	90	68	—	67	80	89
16483	MongoDB MCP Server ⚡ Claim 1 Enables interaction with MongoDB databases through MCP protocol. Provides conta…	F 25 ⁵⁄₅	◉	84	40	—	53	78	95
16484	caisse-enregistreuse-mcp-server ⚡ Claim 1 2 Allows you to automate or monitor business operations, sales recorder, POS soft…	F 25 ⁵⁄₅	◉ ⏳	74	10	—	48	77	91
16485	mcp-server-datadog ⚡ Claim 1 The MCP server provides an interface to the Datadog API, enabling seamless mana…	F 25 ⁵⁄₅	◉ ⏳	72	72	—	77	82	94
16486	lc2mcp ⚡ Claim 1 Convert LangChain tools to FastMCP tools	F 25 ⁵⁄₄	◉	86	70	N/A	63	89	90
16487	Remote Server ⚡ Claim 2 3 Bridge between MCP clients and remote APIs.	F 25 ⁵⁄₄	◉	84	56	N/A	18	87	66
16488	Useful-mcps Claim 1 List of small useful mcp servers including: * docx\_replace: replace tag in wo…	F 25 ⁵⁄₅	◉	96	65	—	33	77	87
16489	Supabase MCP Server Claim 1 3 An MCP server that connects to Supabase PostgreSQL databases, exposing table sc…	F 25 ⁵⁄₅	◉	53	62	—	48	80	61
16490	estore-mcp-server Claim 1 2 Provides comprehensive enterprise e-commerce data including global store profil…	F 25 ⁶⁄₆	◉	60	40	0	18	76	55
16491	Knowledge Graph Memory Server ⚡ Claim 2 Enhances the MCP memory server by implementing PouchDB for robust document stor…	F 25 ⁵⁄₄	◉	90	53	N/A	44	90	99
16492	ExpenseTracker MCP Server ⚡ Claim 1 Enables AI assistants to manage personal finances by storing, analyzing, and ex…	F 25 ⁵⁄₄	◉	70	31	N/A	27	90	98
16493	Presentation Buddy MCP Server Claim 1 A TypeScript-based middleware that translates Claude AI's decisions into OBS We…	F 25 ⁵⁄₄	◉	86	66	N/A	45	87	88
16494	Monobank ⚡ Claim 1 2 MCP server for Monobank API — currency rates, client info, and account statemen…	F 25 ⁵⁄₄	◉ ⏳	35	73	N/A	55	77	93
16495	Gemini Email Subject Generator MCP ⚡ Claim 2 3 An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…	F 25 ⁵⁄₅	◉	63	61	—	20	76	90
16496	Fast Context MCP ⚡ Claim 2 3 Enables AI-driven semantic code search using Windsurf's reverse-engineered SWE-…	F 25 ⁵⁄₄	◉	86	71	N/A	50	88	94
16497	agent-toolbox ⚡ Claim 1 Production-ready MCP server providing 13 tools for AI agents: web search, conte…	F 25 ⁵⁄₅	◉	60	70	—	75	80	98
16498	Reacticx MCP ⚡ Claim 1 Provides documentation and component references for the Reacticx React Native l…	F 25 ⁵⁄₅	◉	60	63	—	53	82	99
16499	Analytical MCP Server ⚡ Claim 1 3 Provides advanced analytical, research, and natural language processing capabil…	F 25 ⁵⁄₅	◉ ⏳	66	82	—	65	82	32
16500	MySQL MCP Server ⚡ Claim 1 2 A comprehensive MySQL interface for the Model Context Protocol that enables dat…	F 25 ⁵⁄₅	◉	78	57	—	18	78	93

Showing 16451–16500 of 33790 servers

« Prev 1 … 328 329 330 331 332 … 676 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops