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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
48351	repl-mcp Claim Enables creation and management of persistent REPL sessions for various languag…	—	○ ⏳	—	N/A	N/A	—	—	—
48352	Frontend Review MCP Claim 1 An MCP server that visually reviews UI edit requests by comparing screenshots b…	—	○ ⏳	—	N/A	N/A	—	95	—
48353	clickhouse Claim Enables AI assistants to query and manage ClickHouse databases, supporting SELE…	—	○ ⏳	—	—	—	—	—	—
48354	jupyter-editor-mcp Claim An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…	—	○ ⏳	—	N/A	N/A	—	—	—
48355	mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
48356	mcpSovereign SDK Claim A two-sided marketplace that enables AI agents to buy and sell datasets, prompt…	—	○ ⏳	—	—	—	—	81	—
48357	Pollinations Multimodal MCP Server Claim 1 A Model Context Protocol server that enables AI assistants like Claude to gener…	—	○ ⏳	—	N/A	N/A	—	95	—
48358	@nahisaho/katashiro-mcp-server Claim MCP server for information collection, text analysis, and content generation, e…	—	○ ⏳	—	N/A	N/A	—	—	—
48359	DesignBot MCP Claim Forwards messages to the Designsystemet assistant endpoint, enabling access thr…	—	○ ⏳	—	—	—	—	—	—
48360	memorybridge Claim Cross-tool AI memory MCP server for Claude Code, Cursor, Antigravity, Windsurf,…	—	○ ⏳	—	N/A	N/A	—	—	—
48361	ClawPay Claim Connects AI agents to payment processors (Lithic, Stripe, PayPal) for automated…	—	○ ⏳	—	N/A	N/A	—	—	—
48362	FetchSERP MCP Server Claim 1 A Model Context Protocol server that provides AI assistants with access to Fetc…	—	○ ⏳	—	—	—	—	81	—
48363	Shopify MCP Claim Enables natural language management of Shopify stores, including orders, custom…	—	○ ⏳	—	—	—	—	—	—
48364	MCP Art Supply Store Claim A comprehensive business management server with 36 tools for running an art sup…	—	○ ⏳	—	—	—	—	81	—
48365	MCP File Manager Claim A full-stack web application that allows users to upload, view, edit, and delet…	—	○ ⏳	—	N/A	N/A	—	95	—
48366	dida-mcp-server Claim Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…	—	○ ⏳	—	—	—	—	—	—
48367	CodeWiki MCP Server Claim Integrates with Google CodeWiki to search, fetch, and cache documentation for G…	—	○ ⏳	—	—	—	—	81	—
48368	avots Claim Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…	—	○ ⏳	—	—	—	—	—	—
48369	HiveAgent — The Agentzon Claim 498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…	—	○ ⏳	—	—	—	—	81	—
48370	openbci-mcp Claim MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…	—	○ ⏳	—	N/A	N/A	—	—	—
48371	Office MCP Server Claim MCP server for Microsoft Office file operations. Read, write, and create Excel,…	—	○ ⏳	—	N/A	N/A	—	—	—
48372	Rexi MCP Server Claim Enables AI assistants to interact with the Rexi API through a comprehensive wra…	—	○ ⏳	—	—	—	—	81	—
48373	todo-mcp-server Claim A TODO management MCP server using Cloudflare Workers and D1 database, enabling…	—	○ ⏳	—	—	—	—	—	—
48374	rhodium11-mcp Claim MCP server for Rhodium11 that exposes 19 tools for managing projects, schedules…	—	○ ⏳	—	—	—	—	—	—
48375	Google Workspace Developer Assist Claim Provide AI assistants with up-to-date access to Google Workspace APIs and servi…	—	○ ⏳	—	N/A	N/A	—	95	—
48376	Image Generation MCP Server Claim An integration server that connects to gpt-image-1 and Gemini imagen4 models, a…	—	○ ⏳	—	N/A	N/A	—	95	—
48377	PostgreSQL MCP Server Claim Provides AI assistants with safe, controlled access to PostgreSQL databases wit…	—	○ ⏳	—	—	—	—	81	—
48378	webdev-mcp Claim 1 An MCP server that provides web development tools including taking screenshots …	—	○ ⏳	—	N/A	N/A	—	95	—
48379	Shopify MCP Server Claim Enables querying Shopify store data (products, customers, orders) via GraphQL A…	—	○ ⏳	—	—	—	—	—	—
48380	avanan-legacy-mcp Claim A legacy MCP server for Avanan cloud email security, providing tools to manage …	—	○ ⏳	—	—	—	—	—	—
48381	deskbrid Claim 1 Linux automation. 92+ MCP tools: windows, input, screenshots, clipboard, print,…	—	○	—	N/A	N/A	—	81	—
48382	SuperMemory Claim MCP-first agent learning: capture failures, validate lessons, retrieve context,…	—	○ ⏳	—	N/A	N/A	—	—	—
48383	GitHub PR Review MCP Server Claim Comprehensive MCP server for analyzing GitHub pull requests, detecting security…	—	○ ⏳	—	—	—	—	—	—
48384	VibeServe Claim A production-grade MCP server that turns natural language intent into fully-arc…	—	○ ⏳	—	—	—	—	—	—
48385	BachStudio Excel MCP Server Claim Enables creation, reading, and manipulation of Excel workbooks without Microsof…	—	○ ⏳	—	—	—	—	81	—
48386	odoo-superior-mcp Claim Enhanced Model Context Protocol (MCP) server for Odoo ERP with advanced tools f…	—	○ ⏳	—	—	—	—	—	—
48387	pg-mcp Claim A Model Context Protocol server for PostgreSQL that enables database operations…	—	○ ⏳	—	—	—	—	—	—
48388	mcp--server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
48389	JSON Contracts Claim JSON contract registry and validator for structured LLM and agent outputs.	—	○ ⏳	—	N/A	N/A	—	—	—
48390	hyperliquid-mcp Claim Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…	—	○ ⏳	—	—	—	—	—	—
48391	sequentialthinking Claim	—	○ ⏳	—	N/A	N/A	—	95	—
48392	Sage MCP Claim An academic research server that provides LLMs with full-text search and retrie…	—	○ ⏳	—	—	—	—	81	—
48393	MCP Zephyr Scale Cloud Server Claim Enables AI assistants to interact with Zephyr Scale Cloud for test management, …	—	○ ⏳	—	—	—	—	—	—
48394	how-to-cook Claim An AI recipe recommendation server based on the MCP protocol, providing functio…	—	○ ⏳	—	N/A	N/A	—	95	—
48395	cognition-wheel Claim Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…	—	○ ⏳	—	—	—	—	—	—
48396	Okareo Claim Simulation, evaluation and monitoring for voice agents.	—	○ ⏳	—	—	—	—	—	—
48397	syncause-debug-mcp Claim Enables AI agents to query runtime debugging facts (stack traces, logs, functio…	—	○ ⏳	—	N/A	N/A	—	—	—
48398	date Claim Manage dates and times effortlessly. Retrieve the current date and time, find t…	—	○ ⏳	—	N/A	N/A	—	95	—
48399	ai-changelog-writer Claim Cloudflare Workers MCP server: ai-changelog-writer	—	○ ⏳	—	—	—	—	—	—
48400	DiscreteRate Claim Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…	—	○ ⏳	—	—	—	—	—	—

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