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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
33001	ZepAI Memory Layer MCP Server Claim Auto-converts FastAPI endpoints into MCP tools for semantic search, data ingest…	—	○ ⏳	—	—	—	—	81	—
33002	one-shot-ui Claim Deterministic UI extraction and screenshot diffing for AI coding agents.	—	○ ⏳	—	N/A	N/A	—	—	—
33003	fast-mcp Claim A minimal MCP server starter template with a simple hello-world tool and Docker…	—	○ ⏳	—	N/A	N/A	—	—	—
33004	excel-mcp Claim An MCP server for performing Excel file operations including read, write, and m…	—	○ ⏳	—	N/A	N/A	—	—	—
33005	GitHub Portfolio MCP Server Claim Enables AI agents to query a GitHub user's public profile, repositories, langua…	—	○ ⏳	—	—	—	—	—	—
33006	ebenova-reddit-monitor Claim Monitor Reddit and Nairaland for product keywords with AI drafts.	—	○ ⏳	—	N/A	N/A	—	83	—
33007	gopluto-ai-mcp Claim AI assistants are powerful, but sometimes you still need the human touch — a re…	—	○ ⏳	—	N/A	N/A	—	95	—
33008	Taiwan CWA Weather Claim 1 Access Taiwan CWA weather data and forecasts for all counties and cities	—	○	—	N/A	N/A	—	81	—
33009	aiops-mcp Claim A self-contained, security-first, EU-sovereign unified AI-operations MCP server…	—	○ ⏳	—	—	—	—	—	—
33010	test3 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
33011	ComfyUI MCP Server Claim Enables AI agents to generate and iteratively refine images, audio, and video b…	—	○ ⏳	—	N/A	N/A	—	95	—
33012	agent-canvas-arena Claim A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…	—	○ ⏳	—	—	—	—	81	—
33013	security-scanner-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
33014	mcp-multi-model Claim One MCP server that routes to 12+ AI providers for text, image, and video gener…	—	○ ⏳	—	—	—	—	95	—
33015	Atomic Mail Claim Programmable email inbox for AI agents — JMAP, PoW auth, stdio MCP server.	—	○ ⏳	—	N/A	N/A	—	—	—
33016	knowmind Claim Knowledge graph & long-term memory for AI agents: recall, relations, store, sta…	—	○ ⏳	—	N/A	N/A	—	—	—
33017	remote-mcp-server-authless Claim Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…	—	○ ⏳	—	—	—	—	—	—
33018	github-mcp-lite Claim A lightweight MCP server for GitHub with nine essential tools for reading files…	—	○ ⏳	—	—	—	—	—	—
33019	txrisk-tools Claim TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…	—	○ ⏳	—	—	—	—	81	—
33020	Claude Code Connector MCP Claim Bridges Claude Desktop, Claude Code CLI, and Claude Code for VS Code, enabling …	—	○ ⏳	—	N/A	N/A	—	95	—
33021	mcpbrain Claim A local-first personal knowledge daemon that syncs Gmail, Drive, and Calendar i…	—	○ ⏳	—	N/A	N/A	—	—	—
33022	discord-webhook-mcp Claim Enables AI agents to send text messages and images to Discord channels via webh…	—	○ ⏳	—	—	—	—	—	—
33023	pantry-aide Claim AI meal plans that fill your Kroger/Instacart cart - pantry-aware lists, all fr…	—	○ ⏳	—	—	—	—	—	—
33024	Drillr — The financial MCP for AI agents Claim Financial data and research MCP for US/CN/JP equities: filings, statements, own…	—	○ ⏳	—	—	—	—	—	—
33025	Perplexity MCP Server (Python) Claim A Python port of the official Perplexity MCP server that enables web-grounded Q…	—	○ ⏳	—	—	—	—	81	—
33026	Qatar Payments (Tap Payments — cards / … Claim Qatar payments for AI agents — cards / Apple Pay via Tap Payments. Never holds …	—	○ ⏳	—	—	—	—	—	—
33027	contextplus Claim Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server de…	—	○ ⏳	—	N/A	N/A	—	—	—
33028	Gemini MCP Server Claim MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…	—	○ ⏳	—	N/A	N/A	—	—	—
33029	FORMLOVA Claim Chat-first form service with 127 MCP tools across 25 categories. Create, manage…	—	○ ⏳	—	—	—	—	81	—
33030	CICD AIops Claim Governed self-managed GitLab + Gitea CI/CD ops: pipelines, runners, artifacts, …	—	○ ⏳	—	N/A	N/A	—	—	—
33031	osrs-stat Claim Track any player's skills, activities, and boss kills. Explore leaderboards for…	—	○ ⏳	—	N/A	N/A	—	95	—
33032	Google Drive MCP Server Claim Enables comprehensive Google Drive integration through MCP, supporting file man…	—	○ ⏳	—	—	—	—	81	—
33033	MCP Ollama Claim Integrates Ollama's local AI models with MCP clients, enabling listing models, …	—	○ ⏳	—	N/A	N/A	—	—	—
33034	docs-mcp Claim Indexes documentation sites by base URL and serves keyword search, optional sem…	—	○ ⏳	—	N/A	N/A	—	—	—
33035	AETHER_02 Claim AETHER_02 is an MCP server written in Rust that gives AI assistants full contro…	—	○ ⏳	—	N/A	N/A	—	—	—
33036	telegram Claim	—	○ ⏳	—	N/A	N/A	—	95	—
33037	sickslip-verify Claim Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…	—	○ ⏳	—	—	—	—	81	—
33038	Redis MCP Server Claim 1 Natural language interface designed for agentic applications to manage and sear…	—	○	—	N/A	N/A	—	81	—
33039	agent-payment-mcp Claim Secure MCP router providing access to AgentPMT's pay-per-use AI tools marketpla…	—	○ ⏳	—	N/A	N/A	—	83	—
33040	mcpwrap Claim MCP server that wraps any REST API with an OpenAPI spec, dynamically creating M…	—	○ ⏳	—	N/A	N/A	—	—	—
33041	Clash of Clans MCP Server Claim Enables AI-assisted clan analysis for Clash of Clans by reading official API da…	—	○ ⏳	—	—	—	—	—	—
33042	Sales Intelligence Claim 12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…	—	○ ⏳	—	—	—	—	81	—
33043	decisions Claim Verified US tax and money decision tools: verdict plus a pre-filled deep link t…	—	○ ⏳	—	—	—	—	—	—
33044	StackSherpa Claim Compare API providers based on real-time pricing, performance benchmarks, and k…	—	○ ⏳	—	—	—	—	81	—
33045	WordPress MCP Server Claim Enables AI to manage WordPress sites with 190+ tools for complete control over …	—	○ ⏳	—	—	—	—	—	—
33046	invisible-playwright-mcp Claim This MCP server exposes an anti-detect Firefox browser that passes bot-detectio…	—	○ ⏳	—	N/A	N/A	—	—	—
33047	Knowtis Claim Create, search and manage Knowtis collaborative notes from AI assistants.	—	○ ⏳	—	—	—	—	—	—
33048	strudel-mcp Claim Enables LLMs to interact with Strudel, a JavaScript live coding music environme…	—	○ ⏳	—	—	—	—	81	—
33049	myBrAIn Claim MCP server that provides persistent memory and contextual awareness to language…	—	○ ⏳	—	N/A	N/A	—	—	—
33050	RoboSystems Claim Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and …	—	○ ⏳	—	—	—	—	—	—

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