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, 3 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
24651	MCP Task Aggregator Claim Aggregates tasks from multiple sources (Jira, Markdown TODO files, STM CLI) int…	—	○	—	—	—	—	81	—
24652	EBS CloudWatch Metrics MCP Claim Provides tools to query and calculate AWS EBS performance metrics from CloudWat…	—	○	—	—	—	—	81	—
24653	MCP Linear.app Server Claim 1 An MCP server that enables interaction with Linear.app's API for issue tracking…	—	○ ⏳	—	—	—	—	81	—
24654	novyx-mcp Claim Persistent memory for AI agents. 107 MCP tools for remember, recall, rollback, …	—	○ ⏳	—	N/A	N/A	—	—	—
24655	mubdi Claim	—	○	—	N/A	N/A	—	95	—
24656	Himalaya MCP Server Claim Enables AI agents to interact with email accounts via the Himalaya CLI, support…	—	○ ⏳	—	N/A	N/A	—	—	—
24657	Memento Protocol Enhanced Claim An enhanced memory management system that wraps memento-mcp with sophisticated …	—	○	—	—	—	—	81	—
24658	DeckForge Claim Generate executive-ready presentations via API. 32 slide types, 24 chart types,…	—	○ ⏳	—	—	—	—	—	—
24659	Desktop Pilot MCP Claim Enables high-speed native macOS automation for Claude by interacting directly w…	—	○ ⏳	—	N/A	N/A	—	—	—
24660	Smithery Claim Enable seamless integration of AI agents with external data sources and tools t…	—	○	—	N/A	N/A	—	95	—
24661	Kopern Claim Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…	—	○ ⏳	—	—	—	—	—	—
24662	ARC MCP Server Claim A Node.js server that hosts AI agents and manages integrations with various dat…	—	○	—	N/A	N/A	—	95	—
24663	MCP AI Router Claim Intelligent routing service that selects optimal AI models based on capability …	—	○	—	N/A	N/A	—	95	—
24664	stock-predictions Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24665	csv Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24666	OffensiveSET Claim An offensive security dataset generator that creates high-quality, multi-turn p…	—	○ ⏳	—	—	—	—	—	—
24667	twitter-voice-mcp Claim 1 An MCP server that analyzes your unique Twitter voice to generate, manage, and …	—	○	—	—	—	—	81	—
24668	test-id Claim	—	○	—	N/A	N/A	—	95	—
24669	dataforseo-mario Claim	—	○	—	N/A	N/A	—	95	—
24670	mcp_Shield Claim The security runtime for MCP servers. Every tool call inspected. Every attack b…	—	○ ⏳	—	—	—	—	—	—
24671	bouldinsai Claim	—	○	—	N/A	N/A	—	95	—
24672	toleno-network Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24673	OpenAI MCP Server Claim Provides comprehensive access to OpenAI's API capabilities including chat compl…	—	○ ⏳	—	—	—	—	81	—
24674	iototsample Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24675	grgdbsd Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24676	Korea Weather Claim Get real-time weather conditions and short-term forecasts across Korea. Check t…	—	○	—	N/A	N/A	—	95	—
24677	mcp-trust-guard Claim Security middleware for MCP servers. Trust-based access control, rate limiting,…	—	○ ⏳	—	—	—	—	—	—
24678	threadline-mcp Claim MCP server for Threadline — persistent memory and context layer for AI agents. …	—	○ ⏳	—	—	—	—	—	—
24679	Santuri Claim 1 Search official documentation for well-known libraries.	—	○	—	N/A	N/A	—	81	—
24680	Asana MCP Hybrid Integration Claim A hybrid MCP server system that enables natural language management of Asana ta…	—	○	—	—	—	—	81	—
24681	dataworkers-claw-community Claim We’re build a swarm of agents for all data tasks. That anyone can use for free,…	—	○ ⏳	—	N/A	N/A	—	—	—
24682	MadeOnSol Claim Solana KOL trading intelligence and deployer analytics. Query real-time trades …	—	○ ⏳	—	—	—	—	—	—
24683	context-sherpa Claim Context Sherpa MCP server provides code mapping, deterministic feedback loops, …	—	○ ⏳	—	N/A	N/A	—	—	—
24684	wiki Claim	—	○	—	N/A	N/A	—	95	—
24685	giskard-memory Claim Pay-per-use semantic memory for AI agents with cryptographic attestation. Vecto…	—	○ ⏳	—	—	—	—	—	—
24686	Codemend MCP Server Claim Connects AI tools directly to Codemend production error monitoring to list, ana…	—	○ ⏳	—	—	—	—	—	—
24687	Chrome Extension MCP Bridge Claim Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…	—	○ ⏳	—	N/A	N/A	—	—	—
24688	lafe-blog MCP Server Claim Enables creating and managing text notes with a simple note-taking system. Prov…	—	○	—	N/A	N/A	—	95	—
24689	claude-whatsapp-mcp Claim Enables Claude Code to interact with WhatsApp for reading messages, sending rep…	—	○ ⏳	—	N/A	N/A	—	—	—
24690	Context7 MCP Server Claim Provides access to the Context7 API for searching up-to-date documentation, cod…	—	○	—	—	—	—	81	—
24691	Tickory MCP Claim 1 Tickory MCP server for Binance scans, alert events, and explainability.	—	○	—	N/A	N/A	—	81	—
24692	swarmix-mcp Claim AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…	—	○ ⏳	—	—	—	—	—	—
24693	Aws Claw Claim Provides a comprehensive suite of tools for interacting with AWS services like …	—	○ ⏳	—	N/A	N/A	—	—	—
24694	swift-tuist Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24695	localhost_mcp Claim	—	○	—	N/A	N/A	—	95	—
24696	Astria-Index Claim AI memory that works like yours. Neural pathway architecture gives your AI pers…	—	○ ⏳	—	—	—	—	—	—
24697	mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
24698	Amplify Data API MCP Server Claim Enables interaction with AWS Amplify Gen2 application data through natural lang…	—	○	—	—	—	—	81	—
24699	Investment Elicitation Profiling Assist… Claim An AI-powered conversational assistant that builds detailed user investment pro…	—	○ ⏳	—	—	—	—	—	—
24700	blog-writer-mcp Claim An AI blog automation server that uses a 'Creative DNA' system to generate pers…	—	○ ⏳	—	—	—	—	—	—

Showing 24651–24700 of 30006 servers

« Prev 1 … 492 493 494 495 496 … 601 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution