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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
57651	gpt-subagents-subscription Claim Unofficial MCP server that provides GPT subagent tools using a ChatGPT subscrip…	—	○ ⏳	—	N/A	N/A	—	—	—
57652	iroha for Notion Claim Persists Claude Code sessions to Notion as team memory, enabling queryable reca…	—	○ ⏳	—	—	—	—	—	—
57653	Arachne MCP Server Claim MCP server providing tools for web scraping, browser automation, computer visio…	—	○ ⏳	—	—	—	—	—	—
57654	msloop-mcp Claim MCP server that provides read access to Microsoft Loop workspaces and pages by …	—	○ ⏳	—	N/A	N/A	—	—	—
57655	stripe-reporting-mcp Claim Read-only Stripe finance, ops, and risk reporting exposed via MCP, HTTP API, an…	—	○ ⏳	—	N/A	N/A	—	—	—
57656	Lunar Birthday MCP Server Claim Enables Korean lunar-solar birthday conversion, including leap month support, u…	—	○ ⏳	—	—	—	—	—	—
57657	kimi-code-mcp Claim MCP server wrapping Kimi Code CLI (kimi-k2.5) to provide tools for filesystem, …	—	○ ⏳	—	N/A	N/A	—	—	—
57658	llamator-mcp-server Claim Enables automated LLM red teaming by submitting asynchronous test runs, retriev…	—	○ ⏳	—	—	—	—	—	—
57659	WoW Server MCP Claim A local MCP server that lets any MCP-compatible AI client manage a standalone W…	—	○ ⏳	—	N/A	N/A	—	—	—
57660	Fillout.io MCP Server Claim Enables form management, response handling, and analytics through the Fillout.i…	—	○ ⏳	—	—	—	—	81	—
57661	github-issue-tracker Claim A simple MCP server built with MCPize providing hello and echo tools for demons…	—	○ ⏳	—	—	—	—	—	—
57662	Skyward Claim Enables AI agents to connect to a shared browser-based open world, where they c…	—	○ ⏳	—	—	—	—	—	—
57663	mcp-windows-app-launcher Claim Enables AI assistants to find and launch Windows applications by name using mul…	—	○ ⏳	—	N/A	N/A	—	—	—
57664	Vector Memory MCP Server Claim Adds persistent long-term memory to GitHub Copilot CLI via local semantic vecto…	—	○ ⏳	—	N/A	N/A	—	—	—
57665	RapidInvoice MCP Server Claim Generates professional invoices from Claude Desktop using RapidInvoice and stor…	—	○ ⏳	—	—	—	—	—	—
57666	agent-mesh Claim Provides a messaging multiplexer for agents using Redis streams, allowing Claud…	—	○ ⏳	—	—	—	—	—	—
57667	google-cloud-mcp Claim Enables management of Google Cloud services including BigQuery, Cloud Logging, …	—	○ ⏳	—	N/A	N/A	—	—	—
57668	topt Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57669	arcgis-pittsburgh Claim Enables searching and querying City of Pittsburgh GIS open geospatial data (par…	—	○ ⏳	—	—	—	—	—	—
57670	nexus-mcp Claim U.S. gov records, fact-checks with citations, news search, and fraud/corruption…	—	○ ⏳	—	N/A	N/A	—	—	—
57671	Baby Sensory Analytics MCP Server Claim Cloud-powered analytics server for Baby Sensory World that tracks engagement pa…	—	○ ⏳	—	N/A	N/A	—	—	—
57672	Fibonex Trading Signals Claim AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…	—	○ ⏳	—	—	—	—	81	—
57673	gbif-mcp Claim Enables AI assistants to query and retrieve biodiversity data from the Global B…	—	○ ⏳	—	—	—	—	—	—
57674	musicbrainz-mcp-server Claim Search artists, releases, recordings, works, and labels; traverse relationships…	—	○ ⏳	—	—	—	—	—	—
57675	Blockbench MCP Claim Enables AI assistants to control Blockbench for Minecraft 3D modeling, includin…	—	○ ⏳	—	N/A	N/A	—	—	—
57676	mcp-solscan Claim Enables querying Solana transaction details via the Solscan Pro v2 API.	—	○ ⏳	—	—	—	—	—	—
57677	re-mitm2swagger Claim MCP server for REST API reverse engineering from HTTP traffic captures, wrappin…	—	○ ⏳	—	N/A	N/A	—	—	—
57678	Outpost Claim Social media API and MCP server for AI agents that enables publishing to X, Ins…	—	○ ⏳	—	—	—	—	—	—
57679	zephyr-mcp Claim Enables reading test cases and test steps from Zephyr Scale using the Zephyr Sc…	—	○ ⏳	—	—	—	—	—	—
57680	mcp-server-jupyter Claim Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…	—	○ ⏳	—	N/A	N/A	—	—	—
57681	YouTube Summarizer MCP Server Claim Enables AI agents to fetch, search, and summarize YouTube video transcripts via…	—	○ ⏳	—	—	—	—	—	—
57682	personal-mcp-server Claim MCP server providing IP address lookup capabilities. Enables AI assistants to f…	—	○ ⏳	—	N/A	N/A	—	—	—
57683	nano-vm-mcp Claim Governed agent execution gateway for LLM workflows, providing deterministic FSM…	—	○ ⏳	—	—	—	—	—	—
57684	Personal Memory MCP Server Claim A modern MCP server that provides Claude Desktop with the ability to store and …	—	○ ⏳	—	N/A	N/A	—	—	—
57685	MCP Greeting Server Claim Provides time-aware greetings in multiple languages and timezones, with persona…	—	○ ⏳	—	N/A	N/A	—	—	—
57686	memora-mcp Claim Provides persistent, semantic, cross-session memory for coding agents, backed b…	—	○ ⏳	—	N/A	N/A	—	—	—
57687	recollect Claim Local, cross-agent memory for AI coding agents using a single SQLite file, enab…	—	○ ⏳	—	—	—	—	—	—
57688	Apple Reminders MCP Server Claim Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…	—	○ ⏳	—	N/A	N/A	—	—	—
57689	Java Boilerplate Generator MCP Claim Enables automatic generation of explicit boilerplate methods (getter/setter/equ…	—	○ ⏳	—	N/A	N/A	—	—	—
57690	mcp-arcgis-montana Claim Enables searching and querying Montana State GIS open geospatial datasets (parc…	—	○ ⏳	—	—	—	—	—	—
57691	News API MCP Server Claim Enables AI assistants to search news articles, get top headlines, and browse so…	—	○ ⏳	—	—	—	—	—	—
57692	wolt-mcp Claim A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…	—	○ ⏳	—	—	—	—	—	—
57693	documentation-assistant Claim Automatically analyzes Python codebases and generates professional documentatio…	—	○ ⏳	—	N/A	N/A	—	—	—
57694	sutra Claim	—	○ ⏳	—	N/A	N/A	—	95	—
57695	Shopify Insights MCP Claim Enables Shopify store owners to get actionable business insights such as sales …	—	○ ⏳	—	N/A	N/A	—	—	—
57696	SKP mcp Claim SkinKnowledgeBase provides source-backed skincare question answering and produc…	—	○ ⏳	—	—	—	—	—	—
57697	Cloudflare Playwright MCP Claim Enables AI assistants to control a browser through Playwright tools for web aut…	—	○ ⏳	—	—	—	—	—	—
57698	Unreal Engine MCP Server Claim Enables AI assistants to interact with Unreal Engine via Remote Control API for…	—	○ ⏳	—	—	—	—	—	—
57699	A-Stock MCP Server Claim Provides free Chinese A-share stock data including real-time quotes, historical…	—	○ ⏳	—	—	—	—	—	—
57700	domain-checker Claim	—	○ ⏳	—	—	—	—	81	—

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