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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
32901	remembrallmcp Claim Persistent knowledge memory layer for AI agents. Hybrid semantic + full-text se…	—	○ ⏳	—	—	—	—	—	—
32902	mcphello-mcp-server Claim Provides access to a curated database of over 1,500 MCP tools with quality scor…	—	○ ⏳	—	—	—	—	—	—
32903	Sentry MCP Server Claim A stateless FastMCP server that enables interaction with multiple Sentry instan…	—	○	—	—	—	—	81	—
32904	Feather Code MCP Server Claim A GitHub integration for Claude Desktop that provides access to GitHub features…	—	○ ⏳	—	—	—	—	81	—
32905	Apple RAG MCP Claim Provides AI agents with instant access to official Apple developer documentatio…	—	○ ⏳	—	—	—	—	81	—
32906	VASTOps MCP Server Claim Enables AI assistants to interact with VAST Data clusters for monitoring, listi…	—	○ ⏳	—	—	—	—	—	—
32907	mcp-electron-driver Claim Drive Electron apps from AI agents via MCP - click, type, drag, screenshot, eva…	—	○ ⏳	—	N/A	N/A	—	—	—
32908	openai-images-mcp Claim An MCP server for generating and editing images using OpenAI's GPT Image and DA…	—	○ ⏳	—	—	—	—	—	—
32909	calibre-mcp Claim An MCP server for managing local Calibre libraries using the calibredb CLI. It …	—	○ ⏳	—	N/A	N/A	—	—	—
32910	evmquery-mcp Claim Read any contract on any EVM chain through a single MCP endpoint. Ask question…	—	○ ⏳	—	—	—	—	—	—
32911	mcp-open-library Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32912	Synapse Claim MCP server that connects any AI to your Obsidian vault. Save articles from your…	—	○ ⏳	—	—	—	—	—	—
32913	test Claim	—	○	—	N/A	N/A	—	95	—
32914	yt Claim An MCP server that provides YouTube data access without API keys or quotas. It …	—	○ ⏳	—	N/A	N/A	—	—	—
32915	@git-fabric/aiana Claim A composable semantic memory layer that provides cross-project recall and sessi…	—	○ ⏳	—	—	—	—	81	—
32916	toleno-network Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32917	Figma-Context-MCP-AIR Claim Figma MCP server for AI agents. 9 tools: design context, variables, screenshots…	—	○ ⏳	—	N/A	N/A	—	—	—
32918	Demo Server Claim A simple MCP server built with Python's FastMCP that exposes a calculator tool …	—	○ ⏳	—	N/A	N/A	—	—	—
32919	qa-mcp Claim An MCP server that enables Claude to create and manage TestRail test cases dire…	—	○ ⏳	—	—	—	—	—	—
32920	AgentShare Price API Claim AgentShare delivers structured product search and pricing signals for AI agents…	—	○ ⏳	—	—	—	—	—	—
32921	mariadb-mcp ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32922	KeyCloak MCP Claim MCP server for KeyCloak Admin REST API via Service Account	—	○ ⏳	—	N/A	N/A	—	—	—
32923	notion-local-ops-mcp Claim Enables Notion AI to interact with local files, execute shell commands, and del…	—	○ ⏳	—	—	—	—	—	—
32924	Google Search Console MCP Server Claim Enables querying Google Search Console data including rankings, clicks, and imp…	—	○ ⏳	—	—	—	—	—	—
32925	MCPpedia Claim Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…	—	○ ⏳	—	—	—	—	—	—
32926	tiktok Claim	—	○	—	N/A	N/A	—	95	—
32927	saas-brain-mcp Claim Open-source MCP server for Claude AI that connects Stripe and Supabase to enabl…	—	○ ⏳	—	—	—	—	—	—
32928	MCP File Reader Claim A local AI-powered file reader that connects a Python MCP server with Ollama's …	—	○ ⏳	—	N/A	N/A	—	—	—
32929	GetWinnyMCP Claim Winstack is a persistent career vault that lives inside your AI assistant. Inge…	—	○ ⏳	—	—	—	—	—	—
32930	Standard Accounting Public MCP Claim Public MCP server for UK company filing guidance, products, deadlines, and know…	—	○ ⏳	—	—	—	—	—	—
32931	NyxID Claim Agent Connectivity Gateway — turn any authenticated API into an MCP Server. Sel…	—	○ ⏳	—	—	—	—	—	—
32932	Ravira MCP Server Claim Connects AI assistants like Claude to Ravira's dental practice AI receptionist.…	—	○ ⏳	—	—	—	—	—	—
32933	Catalunya 2022 Claim Catalunya 2022 - RESET: Crida per reactivar el país Un pla d'acció estra…	—	○ ⏳	—	—	—	—	—	—
32934	rspace Claim R.Space — the real estate OS for the UAE. The platform powers every side of th…	—	○	—	—	—	—	81	—
32935	FantasyPros API Server Claim Access sports data, news, rankings, and projections seamlessly. Retrieve the la…	—	○ ⏳	—	N/A	N/A	—	—	—
32936	TuringCorp MCP Server Claim A remote MCP server template for Cloudflare Workers that enables deployment of …	—	○ ⏳	—	—	—	—	81	—
32937	contextflow-mcp Claim Enables semantic code search and AI-powered Q\&A over vectorized repositories d…	—	○ ⏳	—	—	—	—	—	—
32938	ia-qa.com/mcp testing Dev/QA toolbox Claim IA-QA as an MCP Server Use IA-QA's developer tools directly from Cursor, Claude…	—	○ ⏳	—	—	—	—	—	—
32939	Shopify MCP Server Claim Enables interaction with Shopify store data via the GraphQL Admin API for manag…	—	○ ⏳	—	—	—	—	81	—
32940	Router-MCP Claim Routes natural language queries to appropriate MCP tools and planners with high…	—	○ ⏳	—	N/A	N/A	—	—	—
32941	swarmvault Claim Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with M…	—	○ ⏳	—	N/A	N/A	—	—	—
32942	Ares DevOps MCP Server Claim Enables seamless interaction with Azure DevOps for managing Git repositories, b…	—	○	—	—	—	—	81	—
32943	Canvas Claim Canvas MCP is a collection of Canvas LMS tools for the model context protocol. …	—	○ ⏳	—	—	—	—	81	—
32944	UUID Generator — v4, v7, ULID, Nanoid (… Claim Unique identifier generation API for AI agents. Generate UUID v4 (random), UUID…	—	○ ⏳	—	—	—	—	—	—
32945	BotSpot Claim Full-lifecycle algorithmic trading MCP server. AI strategy generation from plai…	—	○ ⏳	—	—	—	—	—	—
32946	Browser Instrumentation MCP Server Claim A Playwright-based MCP server that prioritizes browser observation over automat…	—	○ ⏳	—	N/A	N/A	—	95	—
32947	kultur-dev Claim Cultural intelligence for AI: protect brands from reputational damage across 19…	—	○ ⏳	—	—	—	—	—	—
32948	Swiss Public Transport Claim Swiss public transport — journey planning, live stationboards, delays, and SBB …	—	○ ⏳	—	N/A	N/A	—	—	—
32949	sdadasads Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32950	b24-dev-git Claim	—	○	—	N/A	N/A	—	95	—

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