MCP Scoreboard

69199

Discovered

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33883

Scored

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2112

Verified

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16953

Complete

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Last updated 4 hours, 49 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◎ Verified Scores
18551	goodbarber-public-mcp Claim Manage your GoodBarber eCommerce, Community, and Membership app via natural lan…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	41	81	—
18552	inAI-wiki Claim 🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated …	F 38 ⁵⁄₃	◎ ⏳	44	0	0	54	95	—
18553	Paper Lantern ⚡ Claim Research intelligence for AI coding agents. 2M+ CS papers with evidence and tra…	F 38 ⁵⁄₅	◎ ⏳	60	0	0	48	81	—
18554	Infomate MCP Claim Fetches and provides curated tech news, trending topics, hot GitHub projects, a…	F 38 ⁵⁄₅	◎ ⏳	50	28	0	28	81	—
18555	SAP Ariba Source MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18556	MCP Server for continue.dev ⚡ Claim A Python server implementing the Model Context Protocol to provide customizable…	F 38 ⁵⁄₃	◎ ⏳	38	31	0	22	95	—
18557	papersflow-mcp Claim Hosted MCP server by [PapersFlow](https://papersflow.ai) for academic research …	F 38 ⁵⁄₅	◎ ⏳	52	10	0	43	81	—
18558	mcp-server-espn Claim 1 Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for…	F 38 ⁵⁄₅	◎ ⏳	60	0	0	44	81	—
18559	eBay MCP Server by CData Claim This read-only MCP Server allows you to connect to eBay data from Claude Deskto…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18560	SAP ByDesign MCP Server by CData Claim This read-only MCP Server allows you to connect to SAP ByDesign data from Claud…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18561	Avalara AvaTax MCP Server by CData Claim This read-only MCP Server allows you to connect to Avalara AvaTax data from Cla…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18562	Web Intelligence MCP Server Claim 1 Provides AI agents with real-time web capabilities including live search result…	F 38 ⁴⁄₄	◎ ⏳	42	0	N/A	24	81	—
18563	Contendeo Claim Multimodal video analysis MCP — transcription, vision, and OCR for any video UR…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	45	81	—
18564	CreateOS MCP Claim Deploy, manage, and scale applications directly from your AI assistant.	F 38 ⁵⁄₅	◎ ⏳	60	10	0	32	80	—
18565	Zoho Projects MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18566	Zoho Books MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18567	Oracle SCM MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18568	DEPRECATED ⚡ Claim DEPRECATED: Please use io.github.tencent-lexiang/lexiang-mcp-server instead.	F 38 ⁵⁄₅	◎ ⏳	58	0	0	47	81	—
18569	Deployment.io Claim Deploy apps on your cloud. Create environments, configure infrastructure, and m…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	41	81	—
18570	ToFlow Claim AI sales automation for toflow.ai — prospect, enrich, sequence across email, Li…	F 38 ⁵⁄₅	◎ ⏳	52	10	0	43	81	—
18571	MCP TemplateIO ⚡ Claim 1 A Model Context Protocol server that provides an image generation tool using Te…	F 38 ⁵⁄₅	◎ ⏳	33	51	0	25	81	—
18572	Oracle Sales MCP Server by CData Claim This read-only MCP Server allows you to connect to Oracle Sales data from Claud…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18573	Trade It Claim Connect brokerage accounts to AI assistants: holdings, orders, asset lookup, an…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	39	81	—
18574	QuickBooks Time MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18575	Zuora MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18576	DocuSign MCP Server by CData Claim This read-only MCP Server allows you to connect to DocuSign data from Claude De…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18577	FHIR MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18578	penfield-mcp ⚡ Claim - 🐍 ☁️ - Penfield: persistent memory with hybrid search (BM25 + vector + graph)…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	40	81	—
18579	Zoho Inventory MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18580	LinkedIn Ads MCP Server by CData Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18581	Reckon MCP Server by CData Claim This read-only MCP Server allows you to connect to Reckon data from Claude Desk…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18582	SAP BusinessObjects BI MCP Server by CD… Claim This project builds a read-only MCP server. For full read, write, update, delet…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18583	ololand-dd Claim OloLand M&A intelligence — 33 tools for deal analysis, valuation, risk, and cro…	F 38 ⁵⁄₅	◎ ⏳	54	10	0	39	81	—
18584	SurveyMonkey MCP Server by CData Claim This read-only MCP Server allows you to connect to SurveyMonkey data from Claud…	F 38 ⁵⁄₃	◎ ⏳	58	0	0	33	95	—
18585	Noesis — Solana On-Chain Intelligence Claim Solana on-chain intelligence — token scans, wallet profiling, bundle detection,…	F 38 ⁵⁄₅	◎ ⏳	60	0	0	47	81	—
18586	Sentiment + Sarcasm Analyzer Claim A lightweight Gradio application that analyzes text for sentiment (positive/neg…	F 38 ⁵⁄₅	◎ ⏳	64	15	0	19	81	—
18587	context-apps-mcp Claim AI-powered productivity suite connecting Todo, Idea, Journal, and Timer apps wi…	F 38 ⁴⁄₄	◎ ⏳	42	10	N/A	13	81	—
18588	Speak AI MCP Server ⚡ Claim Connects Speak AI transcription and insight data to Claude and ChatGPT, enablin…	F 37 ⁵⁄₅	◎ ⏳	60	0	0	52	69	—
18589	project-nova Claim A multi-agent AI architecture that connects 25+ specialized agents through n8n …	F 37 ⁵⁄₃	◎ ⏳	58	0	0	22	95	—
18590	docpulse-mcp ⚡ Claim	F 37 ⁵⁄₅	◎ ⏳	60	10	0	28	81	—
18591	TLE Satellite Tracker Claim Access TLE orbital data for thousands of satellites including ISS, Starlink, an…	F 37 ⁵⁄₅	◎ ⏳	52	0	0	52	81	—
18592	Gearsystem MCP Server Claim 1 MCP server for Gearsystem Sega Master System / Game Gear / SG-1000 emulator	F 37 ⁵⁄₃	◎ ⏳	33	0	0	67	95	—
18593	awesome-mcp-servers Claim A comprehensive collection of Model Context Protocol (MCP) servers	F 37 ⁵⁄₃	◎ ⏳	44	0	0	47	95	—
18594	Shoptera Product Intelligence ⚡ Claim Search product catalogs across thousands of Central European e-shops. Semantic …	F 37 ⁵⁄₅	◎ ⏳	58	0	0	41	81	—
18595	CatchDoms — Expired Domains API Claim Search 40K+ expired domains from 12 auction platforms with SEO metrics and scor…	F 37 ⁵⁄₅	◎ ⏳	58	0	0	39	81	—
18596	project-shield ⚡ Claim Security scanner for MCP servers and AI-generated code. Detects leaked API keys…	F 37 ⁵⁄₅	◎ ⏳	58	0	0	39	81	—
18597	Geargrafx MCP Server Claim 1 MCP server for Geargrafx PC Engine / TurboGrafx-16 emulator	F 37 ⁵⁄₃	◎ ⏳	33	0	0	68	95	—
18598	clawshow-mcp-server Claim Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inve…	F 37 ⁵⁄₅	◎ ⏳	60	0	0	39	81	—
18599	GoWeb3 Data Claim GoWeb3 Data MCP Server provides events and news curated by GoWeb3.fyi	F 37 ⁵⁄₅	◎ ⏳	52	12	0	34	81	—
18600	KTA-Oracle Claim Live KTA rates, market data, payment rails, AML/VAT compliance, SDK snippets. 1…	F 37 ⁵⁄₅	◎ ⏳	54	0	0	51	81	—

Showing 18551–18600 of 69199 servers

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