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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
51951	Snapshot Site Claim Capture screenshots, detect visual regressions between page versions, and analy…	—	○ ⏳	—	—	—	—	—	—
51952	web-scout Claim A reconnaissance MCP server that discovers web data sources by monitoring netwo…	—	○ ⏳	—	N/A	N/A	—	—	—
51953	Weather MCP Server Claim Enables real-time weather queries via Claude Desktop using OpenWeatherMap API, …	—	○ ⏳	—	N/A	N/A	—	—	—
51954	ScholarAgent RAG MCP Server Claim A focused local-paper RAG MCP server that imports PDFs, indexes them into SQLit…	—	○ ⏳	—	N/A	N/A	—	—	—
51955	ROI Agent MCP Server Claim Enables users to ask questions in Portuguese about marketing metrics (ROI, CAC,…	—	○ ⏳	—	N/A	N/A	—	—	—
51956	kryos-mcp Claim Governed code execution for AI agents that type-checks, runs, and capability-ve…	—	○ ⏳	—	N/A	N/A	—	—	—
51957	mnema Claim Local-first, formally verified memory for AI agents: consult/learn/related/list…	—	○ ⏳	—	N/A	N/A	—	—	—
51958	mastra-tutorial Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51959	Todoist MCP Helper Claim Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP).	—	○ ⏳	—	—	—	—	—	—
51960	datacenter-mcp-server Claim Provides professional-grade data center engineering calculations including cool…	—	○ ⏳	—	—	—	—	—	—
51961	MCP Manuels Claim Enables Claude Desktop to read and search through PDF technical manuals, answer…	—	○ ⏳	—	N/A	N/A	—	—	—
51962	guidetopharmacology Claim Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…	—	○ ⏳	—	—	—	—	—	—
51963	mcpserver_test Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51964	missed-deadline-mcp Claim A Korean-language loss-prevention MCP server that extracts deadlines from user-…	—	○ ⏳	—	—	—	—	—	—
51965	foldkit Claim Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…	—	○ ⏳	—	—	—	—	—	—
51966	ollama-vision-mcp Claim Enables text-only AI models to analyze images via local Ollama multimodal model…	—	○ ⏳	—	N/A	N/A	—	—	—
51967	fastmcp-notes Claim A note-taking knowledge base MCP server that enables CRUD operations on notes w…	—	○ ⏳	—	N/A	N/A	—	—	—
51968	roistat-mcp Claim Enables Claude Desktop to interact with Roistat analytics, orders, statistics, …	—	○ ⏳	—	N/A	N/A	—	—	—
51969	Stellary Project Management MCP Server Claim Connect AI assistants to Stellary projects, boards, documents, and governed age…	—	○ ⏳	—	—	—	—	—	—
51970	PDF Reader MCP Server Claim An MCP server providing comprehensive PDF processing capabilities with 18 tools…	—	○ ⏳	—	N/A	N/A	—	—	—
51971	Google Jules MCP Server Claim Enables interaction with Google Jules API to automate software development task…	—	○ ⏳	—	—	—	—	—	—
51972	InsurTech MCP Server Claim Enables insurance policy analysis, risk assessment, and policy comparison with …	—	○ ⏳	—	N/A	N/A	—	—	—
51973	zomato Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51974	Keel Claim Keel is a network diagnostics MCP server that provides 14 tools for tasks like …	—	○ ⏳	—	N/A	N/A	—	—	—
51975	web-search-agent Claim An MCP server that enables Claude Code to perform web searches via Bing, read w…	—	○ ⏳	—	N/A	N/A	—	—	—
51976	qnexus-mcp Claim MCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Q…	—	○ ⏳	—	N/A	N/A	—	—	—
51977	R2 Bucket MCP Claim Enables file operations (upload, download, list, delete) on Cloudflare R2 (S3-c…	—	○ ⏳	—	—	—	—	—	—
51978	telegram-mcp-server Claim Enables Claude to interact with Telegram, including listing chats, reading mess…	—	○ ⏳	—	—	—	—	—	—
51979	mcp-powerschool Claim A FastMCP server for PowerSchool that enables students to check grades, assignm…	—	○ ⏳	—	—	—	—	—	—
51980	Gleif Claim GLEIF MCP — Global Legal Entity Identifier Foundation (free, no auth)	—	○ ⏳	—	—	—	—	—	—
51981	jobs-winterchill-mcp Claim An MCP server for searching UK tech jobs from the winterchill catalog, enabling…	—	○ ⏳	—	—	—	—	—	—
51982	cml2-mcp Claim Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …	—	○ ⏳	—	—	—	—	—	—
51983	mem0-local-mcp Claim A fully local, self-hosted memory server for MCP clients (Claude Code, Cursor, …	—	○ ⏳	—	N/A	N/A	—	—	—
51984	rnaseq-mcp Claim Enables analysis of bulk RNA-seq data using natural language queries, executing…	—	○ ⏳	—	N/A	N/A	—	—	—
51985	Shopify MCP Server Claim Connects your Shopify store data to Claude Desktop, enabling access to products…	—	○ ⏳	—	—	—	—	—	—
51986	arXiv MCP Server Claim Enables searching and retrieving arXiv papers via the Model Context Protocol, p…	—	○ ⏳	—	N/A	N/A	—	—	—
51987	Option Desk Claim Option analytics over the SYNTH sample or a permitted chain: Greeks, positionin…	—	○ ⏳	—	—	—	—	—	—
51988	dg-mcp-server Claim A powerful and flexible Datagroom MCP server implementation to read the data an…	—	○ ⏳	—	N/A	N/A	—	—	—
51989	opencut-controller Claim Professional MCP server for video editing automation with OpenCut.	—	○ ⏳	—	N/A	N/A	—	—	—
51990	akm-bridge Claim MCP server for AKM v0.8.1, exposing 14 read-only tools via JSON-RPC over stdio …	—	○ ⏳	—	N/A	N/A	—	—	—
51991	openchronicle-mcp Claim Persistent memory database for LLM agents with hybrid semantic/keyword search, …	—	○ ⏳	—	N/A	N/A	—	—	—
51992	Design Analysis MCP Server Claim Reverse-engineers design videos and images into structured frontend implementat…	—	○ ⏳	—	N/A	N/A	—	—	—
51993	ChainRay Claim The most complete blockchain data and intelligence service for AI agents. 78 to…	—	○ ⏳	—	—	—	—	81	—
51994	thunderbird-mcp Claim A read-only MCP server that lets Claude read and search emails from Thunderbird…	—	○ ⏳	—	N/A	N/A	—	—	—
51995	Modular MCP Server Claim Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file sy…	—	○ ⏳	—	N/A	N/A	—	—	—
51996	mcp-annuities-server Claim Enables retrieval of annuity client data, payout calculations, and portfolio an…	—	○ ⏳	—	N/A	N/A	—	—	—
51997	touchdesigner-mcp Claim An MCP server for TouchDesigner that lets you control TouchDesigner with Claude	—	○ ⏳	—	N/A	N/A	—	—	—
51998	codegworkspace-mcp Claim A paid remote MCP for CodeG, built to return verdicts, receipts, usage logs, an…	—	○ ⏳	—	—	—	—	—	—
51999	nextcloud-mcp-server Claim Enables AI agents to perform file operations and sharing management on NextClou…	—	○ ⏳	—	—	—	—	—	—
52000	league-of-legends Claim Provides real-time access to League of Legends esports data including live matc…	—	○ ⏳	—	—	—	—	—	—

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