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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
47551	mcp-sqlserver Claim A powerful MCP server for Microsoft SQL Server that connects AI assistants dire…	—	○ ⏳	—	—	—	—	—	—
47552	colber-mcp Claim Trust + coordination infrastructure for the agent economy. 27 tools across 6 Co…	—	○ ⏳	—	N/A	N/A	—	—	—
47553	Stratum MCP Claim Structured execution for coding agents: contracts, postconditions, gates, guard…	—	○ ⏳	—	N/A	N/A	—	—	—
47554	A11y Expert MCP Claim An accessibility expert MCP server that provides AI coding assistants with real…	—	○ ⏳	—	N/A	N/A	—	—	—
47555	metabase-mcp-python Claim A Python MCP server for Metabase that enables AI assistants to query databases,…	—	○ ⏳	—	N/A	N/A	—	—	—
47556	Praxis Claim Gives AI assistants a reliable memory for proven, verified skills, enabling the…	—	○ ⏳	—	N/A	N/A	—	—	—
47557	Bardo Claim An identity & continuity platform for AI agents.	—	○ ⏳	—	—	—	—	—	—
47558	RoselineMCP Claim MCP server for C# code analysis and automated fixing using Roslyn analyzers and…	—	○ ⏳	—	N/A	N/A	—	—	—
47559	mcp-supermercados-cl Claim Enables searching products, comparing prices, and building optimal shopping lis…	—	○ ⏳	—	N/A	N/A	—	—	—
47560	WordComb MCP Server Claim Exposes a word combination engine with tools to generate permutations and check…	—	○ ⏳	—	—	—	—	—	—
47561	LingoChunk MCP Claim Turns a coding agent into a language tutor grounded in your LingoChunk listenin…	—	○ ⏳	—	—	—	—	—	—
47562	Music Player MCP Server Claim Enables playing and controlling full music tracks from Audius with an inline vi…	—	○ ⏳	—	N/A	N/A	—	—	—
47563	CloudZIR MCP Server Claim An enterprise-grade MCP server providing integrated system prompts and context …	—	○ ⏳	—	—	—	—	81	—
47564	eventbrite-mcp Claim An MCP server that provides comprehensive event management and ticketing capabi…	—	○ ⏳	—	N/A	N/A	—	—	—
47565	xiaohongshu-mcp-py Claim MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…	—	○ ⏳	—	—	—	—	—	—
47566	Turkey Payments (iyzico — Turkish cards… Claim Turkey payments for AI agents — Turkish cards / taksit via iyzico. Never holds …	—	○ ⏳	—	—	—	—	—	—
47567	DocuForge MCP Server Claim Enables AI agents to create, edit, and export IEEE research papers as PDFs, wit…	—	○ ⏳	—	—	—	—	—	—
47568	classin-mcp-server Claim MCP server integrating ClassIn API to let AI assistants manage users, courses, …	—	○ ⏳	—	N/A	N/A	—	—	—
47569	reflect-memory Claim Privacy-first AI memory system with MCP server for managing user-authored memor…	—	○ ⏳	—	—	—	—	—	—
47570	Super-Memory-TS Claim Local-first semantic memory server with project indexing for AI assistants. It …	—	○ ⏳	—	N/A	N/A	—	—	—
47571	license-checker-ai-mcp Claim license-checker-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
47572	klayout-mcp Claim Read-only MCP server for KLayout that opens GDS/OAS layouts, inspects geometry …	—	○ ⏳	—	N/A	N/A	—	—	—
47573	ma-browser Claim MCP server that lets AI agents use your real browser as an API, accessing any w…	—	○ ⏳	—	N/A	N/A	—	—	—
47574	Omniscience Claim Enables LLMs to efficiently navigate large codebases by providing surgical acce…	—	○ ⏳	—	N/A	N/A	—	—	—
47575	modao-proto-mcp Claim Enables HTML code generation from design descriptions, detailed design specific…	—	○ ⏳	—	—	—	—	—	—
47576	ladder-mcp Claim Windows-first MCP bridge for Kimi Code CLI, exposing code analysis, editing, se…	—	○ ⏳	—	N/A	N/A	—	—	—
47577	marketplace Claim Search and discover credentialed operational systems on the GallanDigital marke…	—	○ ⏳	—	—	—	—	—	—
47578	nonprofit-explorer-mcp-server Claim 2 MCP server for nonprofit financials via ProPublica — IRS Form 990 data for 1.8M…	—	○ ⏳	—	—	—	—	83	—
47579	AgentTrace Claim MCP server for tracing, logging, and debugging multi-agent systems by capturing…	—	○ ⏳	—	—	—	—	—	—
47580	mcp-instana Claim Enables seamless interaction with the IBM Instana observability platform, allow…	—	○ ⏳	—	N/A	N/A	—	—	—
47581	rustici-mcp-server Claim MCP server for interacting with Rustici LRS via xAPI, enabling statement retrie…	—	○ ⏳	—	—	—	—	—	—
47582	Nutanix AIops Claim Governed Nutanix Prism Central v4 ops: clusters/VMs/storage/DR/LCM/RCA, ETag-sa…	—	○ ⏳	—	N/A	N/A	—	—	—
47583	personal-mcp Claim Exposes personal portfolio data as tools for Claude to answer questions about t…	—	○ ⏳	—	—	—	—	—	—
47584	Vicon DataStream MCP Server Claim Enables AI agents and LLMs to interact with Vicon motion capture systems for re…	—	○ ⏳	—	N/A	N/A	—	—	—
47585	mail-calendar-mcp Claim Enables full read/write control over Apple Mail.app and Calendar.app on macOS, …	—	○ ⏳	—	N/A	N/A	—	—	—
47586	codanna Claim Local code intelligence MCP server and CLI for AI coding agents	—	○ ⏳	—	N/A	N/A	—	—	—
47587	Databricks MCP Server Claim Exposes Databricks REST API as MCP tools for managing clusters, jobs, notebooks…	—	○ ⏳	—	—	—	—	—	—
47588	Mirrors Claim AI agent testing: replay real sessions against a rebuilt staging environment to…	—	○ ⏳	—	—	—	—	—	—
47589	Cloud Music MCP Server Claim Enables AI agents to control NetEase Cloud Music playback, login, search, and g…	—	○ ⏳	—	N/A	N/A	—	—	—
47590	appium-mcp Claim Professional mobile test automation framework with AI-powered test generation, …	—	○ ⏳	—	N/A	N/A	—	—	—
47591	code-guardian Claim An MCP server that provides code quality checks for AI coding assistants, inclu…	—	○ ⏳	—	N/A	N/A	—	—	—
47592	zoho-projects-mcp Claim Connects Zoho Projects with Claude AI to manage projects, tasks, time tracking,…	—	○ ⏳	—	N/A	N/A	—	—	—
47593	Shodai Agreements Claim MCP server for defining, validating, deploying, and operating Shodai machine-re…	—	○ ⏳	—	—	—	—	—	—
47594	Remote MCP Server Claim Enables deploying a remote MCP server on Cloudflare Workers with OAuth, allowin…	—	○ ⏳	—	N/A	N/A	—	—	—
47595	mcpbrowsermean Claim	—	○ ⏳	—	N/A	N/A	—	95	—
47596	Duffel MCP Server Claim Enables LLMs to search and book flights across 300+ airlines, manage travel ord…	—	○ ⏳	—	—	—	—	81	—
47597	mcp-file-oper Claim file operation	—	○ ⏳	—	N/A	N/A	—	95	—
47598	yandex-metrica-mcp Claim Query Yandex Metrica analytics — reports, trends, metadata and raw log exports …	—	○ ⏳	—	N/A	N/A	—	—	—
47599	VisionPower Claim A portable image-understanding MCP server that lets agents analyze local images…	—	○ ⏳	—	—	—	—	—	—
47600	mcp-vmware Claim MCP server for managing VMware vCenter (vSphere 7/8) with 39 tools covering VMs…	—	○ ⏳	—	—	—	—	—	—

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