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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
65051	eng-leadership-toolkit Claim Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…	—	○ ⏳	—	—	—	—	—	—
65052	purupuru-codex Claim Enables querying the Purupuru universe codex programmatically, including charac…	—	○ ⏳	—	N/A	N/A	—	—	—
65053	infra-advisor-mcp Claim Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …	—	○ ⏳	—	N/A	N/A	—	—	—
65054	@arispay/payagent-mcp Claim Enables AI agents to call paid APIs and settle HTTP 402 payment challenges with…	—	○ ⏳	—	N/A	N/A	—	—	—
65055	x402-starter Claim Enables AI agents to pay-per-call for Cloudflare Worker APIs using USDC micropa…	—	○ ⏳	—	—	—	—	—	—
65056	tuning-engines Claim Fine-tune LLMs on code repos — autocomplete (Cody/QLoRA) and bug-fix (SIERA) ag…	—	○ ⏳	—	N/A	N/A	—	83	—
65057	Research MCP Server Claim Enables AI assistants to discover and manage arXiv papers by searching for pape…	—	○ ⏳	—	N/A	N/A	—	—	—
65058	SmartLead MCP Server Claim Enables cold email marketing automation with campaign management, lead tracking…	—	○ ⏳	—	—	—	—	—	—
65059	24klabs-mcp Claim AI code analysis tools that plug into Claude Code, Cursor, VS Code, and any MCP…	—	○ ⏳	—	—	—	—	—	—
65060	Mem0 MCP Server Claim Enables persistent memory storage and retrieval for AI conversations using Mem0…	—	○ ⏳	—	—	—	—	81	—
65061	vibemap-mcp Claim Load & create VibeMap product specs from your coding agent; sync build progress.	—	○ ⏳	—	N/A	N/A	—	—	—
65062	IMAP MCP Pro Claim Production IMAP & SMTP for Claude: multi-account email search, triage, send, an…	—	○ ⏳	—	N/A	N/A	—	—	—
65063	Hermes Second Brain Claim Enables capturing, searching, and organizing Obsidian notes from Telegram via H…	—	○ ⏳	—	N/A	N/A	—	—	—
65064	XRPL Wallet Risk Score Claim XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …	—	○ ⏳	—	N/A	N/A	—	95	—
65065	py-sandbox Claim Enables AI agents to execute arbitrary Python code securely in a sandboxed envi…	—	○ ⏳	—	—	—	—	—	—
65066	PipRail Claim A budget-bound x402 payment wallet for AI agents: it autonomously pays HTTP 402…	—	○ ⏳	—	N/A	N/A	—	—	—
65067	tgbot-mcp Claim A trusted, open-source MCP server for Telegram that enables LLMs to send messag…	—	○ ⏳	—	—	—	—	—	—
65068	Z3/SMT MCP Server Claim Enables constraint solving, logical reasoning, and satisfiability checking usin…	—	○ ⏳	—	—	—	—	—	—
65069	mac-vision-mcp Claim An MCP server that enables AI coding agents to capture screenshots of macOS win…	—	○ ⏳	—	N/A	N/A	—	—	—
65070	repo-sdk-mcp Claim Exposes functions to get the current working directory and review git diffs bef…	—	○ ⏳	—	N/A	N/A	—	—	—
65071	AI Detection Engineering Platform Claim An MCP server that enables conversational interaction with Wazuh SIEM, allowing…	—	○ ⏳	—	—	—	—	—	—
65072	docstats Claim MCP server that calculates readability metrics for text, web pages, and PDFs, p…	—	○ ⏳	—	—	—	—	—	—
65073	MCP Smart Searcher Claim A smart MCP server for multi-engine web search with AI-powered results, support…	—	○ ⏳	—	—	—	—	—	—
65074	QWED-MCP Claim Enables deterministic verification for AI assistants by executing Python code t…	—	○ ⏳	—	N/A	N/A	—	—	—
65075	NLQueries Claim Natural language to SQL engine with multi-connector support (PostgreSQL, MySQL,…	—	○ ⏳	—	—	—	—	—	—
65076	Purple AI MCP Server Claim Enables MCP clients to interact with SentinelOne's cybersecurity platform for s…	—	○ ⏳	—	—	—	—	—	—
65077	openapi-fetch-mcp Claim A CLI tool that registers OpenAPI GET endpoints as MCP tools, enabling API requ…	—	○ ⏳	—	—	—	—	—	—
65078	pi-auto Claim Provides usage data from @ccusage/pi and tools to switch between AI providers (…	—	○ ⏳	—	N/A	N/A	—	—	—
65079	mt5-mcp Claim An MCP server that lets an AI agent read your MetaTrader 5 account and place tr…	—	○ ⏳	—	N/A	N/A	—	—	—
65080	n8nmcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
65081	cursor-discord-channels Claim Bridges Discord channels to Cursor's headless agent, enabling always-on Discord…	—	○ ⏳	—	—	—	—	—	—
65082	bbagent Claim Autonomous ESPN Fantasy Baseball manager that optimizes lineups, handles waiver…	—	○ ⏳	—	—	—	—	—	—
65083	apix420_mcp_server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
65084	Tallyfy Workflow Automation Claim Automate tasks, processes, and approvals with AI.	—	○ ⏳	—	—	—	—	—	—
65085	google-workspace-mcp-server Claim 1 MCP server for Google Workspace APIs enabling reading, creating, and editing Go…	—	○ ⏳	—	—	—	—	81	—
65086	OpenWeatherMap MCP Server Claim Provides weather data, forecasts, air quality, and location services via OpenWe…	—	○ ⏳	—	—	—	—	—	—
65087	@lapage/strapi-mcp Claim MCP server for Strapi CMS content and media management.	—	○ ⏳	—	N/A	N/A	—	—	—
65088	agentic-engineering-for-apache-kafka Claim AI agent skills for building, operating and troubleshooting Apache Kafka applic…	—	○ ⏳	—	N/A	N/A	—	—	—
65089	React MCP Claim Enable Claude AI to manage and interact with React applications seamlessly.	—	○ ⏳	—	N/A	N/A	—	95	—
65090	Etsy MCP Server Claim An MCP server for interacting with the Etsy API, enabling listing management, s…	—	○ ⏳	—	N/A	N/A	—	—	—
65091	paper-mcp Claim Enables retrieval of academic paper metadata, PDFs, full text, citations, and r…	—	○ ⏳	—	—	—	—	—	—
65092	x402nano Claim Machine-payable prediction-market briefs and probability-change monitoring for …	—	○ ⏳	—	—	—	—	—	—
65093	local-video-scenes-mcp Claim Extracts timestamped screenshots from local videos, enabling Claude to produce …	—	○ ⏳	—	N/A	N/A	—	—	—
65094	mingdao-mcp-server Claim MCP server for Mingdao Worksheet API. Enables listing worksheets, querying reco…	—	○ ⏳	—	—	—	—	—	—
65095	Roblox Studio MCP Claim Connects AI assistants to Roblox Studio, enabling them to interact with instanc…	—	○ ⏳	—	N/A	N/A	—	—	—
65096	dev953 Claim dev953 method companion: exposes its multi-agent coding method as callable MCP …	—	○ ⏳	—	N/A	N/A	—	—	—
65097	DESY MCP Server Claim Provides programmatic access to the DESY design system documentation, enabling …	—	○ ⏳	—	N/A	N/A	—	—	—
65098	Theta-MCP Claim A comprehensive sales automation platform combining Model Context Protocol (MCP…	—	○ ⏳	—	N/A	N/A	—	—	—
65099	selenium-mcp Claim Enables browser automation through the Model Context Protocol, allowing AI agen…	—	○ ⏳	—	N/A	N/A	—	95	—
65100	Apple Mail Summary MCP Claim Enables AI agents to fetch emails from local Apple Mail accounts and mailboxes,…	—	○ ⏳	—	N/A	N/A	—	—	—

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