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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
32051	govtoolspro-mcp-server Claim Workflow tools for US federal contractors — go/no-go bid scoring, incumbent int…	—	○ ⏳	—	—	—	—	—	—
32052	AI Battle MCP Claim A multi-user AI group chat server via MCP that lets multiple users' AI agents j…	—	○ ⏳	—	N/A	N/A	—	95	—
32053	smartling-mcp-docker Claim A Docker-based MCP server wrapping the Smartling CLI, enabling natural language…	—	○ ⏳	—	N/A	N/A	—	—	—
32054	mcp-gotify Claim MCP server for sending Gotify push notifications to your devices.	—	○ ⏳	—	—	—	—	—	—
32055	MCP File Manager Claim A full-stack web application that allows users to upload, view, edit, and delet…	—	○ ⏳	—	N/A	N/A	—	95	—
32056	yubin1230 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32057	azure-devops-mcp-remote Claim Enables AI assistants to interact with Azure DevOps projects through natural la…	—	○ ⏳	—	N/A	N/A	—	—	—
32058	canvas_to_calendar_sync2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32059	Agentic-AI-MCP-Query-Brain Claim An MCP server that transforms natural language questions into SQL, executes que…	—	○ ⏳	—	—	—	—	—	—
32060	codex-mcp-server Claim An open-source MCP server that connects your IDE or AI assistant to the Codex C…	—	○ ⏳	—	N/A	N/A	—	—	—
32061	weather-forecast-server Claim Provides current weather and multi-day forecasts for any location worldwide, in…	—	○ ⏳	—	—	—	—	—	—
32062	TencentAgentMemoryBridge MCP Server Claim Provides CodeBuddy, Claude Code, and other MCP-compatible tools with a 4-layer …	—	○ ⏳	—	N/A	N/A	—	—	—
32063	ChunkTuner Claim Tools to benchmark chunking strategies for your RAG corpus.	—	○ ⏳	—	N/A	N/A	—	—	—
32064	Shared Workspace MCP Claim Local-first memory, pipelines, learning, feedback, and safe code tools for AI c…	—	○ ⏳	—	N/A	N/A	—	95	—
32065	mcp-checker1 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32066	MCP Test Scratch Server Claim A Flask-based MCP server designed for testing deployment on Google App Engine. …	—	○ ⏳	—	—	—	—	81	—
32067	mcp-fleet-worker Claim Spawn headless OpenCode workers on cheap models to delegate expensive tool-usin…	—	○ ⏳	—	N/A	N/A	—	—	—
32068	agent-staking-mcp-server Claim MCP server for agent reputation staking — trust through skin-in-the-game. Agent…	—	○ ⏳	—	N/A	N/A	—	—	—
32069	mimari-ai Claim Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…	—	○ ⏳	—	—	—	—	81	—
32070	waveapps-mcp Claim This MCP server enables AI assistants like Claude to perform Wave Accounting bo…	—	○ ⏳	—	N/A	N/A	—	—	—
32071	Thailand NSO MCP Server Claim Enables natural language discovery, querying, and analysis of Thailand's offici…	—	○ ⏳	—	—	—	—	—	—
32072	FlowMCP Claim Cross-model AI memory persistence server that gives every AI tool you use acces…	—	○ ⏳	—	—	—	—	—	—
32073	Easy8 Claim Connect AI assistants to Easy8 — read and update projects, issues, and comments.	—	○ ⏳	—	—	—	—	—	—
32074	expense-tracker-mcp-server Claim A cloud-deployed MCP server for managing personal expenses and providing financ…	—	○ ⏳	—	—	—	—	—	—
32075	arxiv-paper Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32076	arena-mcp Claim Enables interaction with Are.na channels and content through natural language, …	—	○ ⏳	—	N/A	N/A	—	—	—
32077	MCP Sentiment Analysis Server Claim A robust MCP server for real-time sentiment analysis with AI-powered insights, …	—	○ ⏳	—	—	—	—	—	—
32078	mdify-mcp Claim MCP server that gives LLMs the power to convert PDFs to Markdown on the fly usi…	—	○ ⏳	—	N/A	N/A	—	—	—
32079	oura-mcp Claim Enables users to query their Oura Ring data (sleep, readiness, activity, heart …	—	○ ⏳	—	—	—	—	—	—
32080	MCP Server with File Search Tool Claim A Model Context Protocol server providing file search and question tools for AI…	—	○ ⏳	—	N/A	N/A	—	—	—
32081	AI Sticky Notes Claim Lightweight MCP server for adding, reading, and summarizing sticky notes persis…	—	○ ⏳	—	N/A	N/A	—	—	—
32082	Harbor MCP Server Claim Enables AI agents to discover, configure, and manage local development servers.…	—	○ ⏳	—	N/A	N/A	—	—	—
32083	MyMcp Claim MCP server that counts the number of Chinese characters (excluding punctuation,…	—	○ ⏳	—	—	—	—	—	—
32084	viral-mcp Claim MCP server that wraps the last30days research engine, enabling agents to run to…	—	○ ⏳	—	N/A	N/A	—	—	—
32085	Pixel Art MCP Claim An MCP server that generates pixel-art PNGs from text prompts, using a free ima…	—	○ ⏳	—	N/A	N/A	—	—	—
32086	electron-test-mcp Claim Enables AI models to test and interact with Electron applications using Playwri…	—	○ ⏳	—	N/A	N/A	—	—	—
32087	addon-mcp Claim Help agents automatically write and test stories for your UI components.	—	○ ⏳	—	N/A	N/A	—	95	—
32088	AlbumentationsX MCP Claim Model Context Protocol server for discovering transforms, validating augmentati…	—	○ ⏳	—	N/A	N/A	—	—	—
32089	CHECK-MODULE MCP Server Claim Enables managing internal documentation with search and add capabilities, and f…	—	○ ⏳	—	N/A	N/A	—	—	—
32090	GitLab MCP (glab) Claim Provides GitLab issue and CI/CD management tools using the glab CLI, with reduc…	—	○ ⏳	—	N/A	N/A	—	—	—
32091	mcp-chrome ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32092	macos-mcp Claim Enables AI assistants to read, create, update, and delete data in macOS apps (R…	—	○ ⏳	—	N/A	N/A	—	—	—
32093	OmniMCP-Container Claim A containerized MCP bridge that lets local or cloud LLMs access your filesystem…	—	○ ⏳	—	N/A	N/A	—	—	—
32094	zoho-bookkeeper-mcp Claim MCP server for Zoho Books integration, enabling AI agents to perform bookkeepin…	—	○ ⏳	—	—	—	—	—	—
32095	mcp-server Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32096	OpenSCAD MCP Server Claim An intelligent assistant for 3D modeling with OpenSCAD and 3D printing workflow…	—	○ ⏳	—	N/A	N/A	—	—	—
32097	strands-mcp Claim Scrapes and indexes Strands Agents documentation into Elasticsearch, providing …	—	○ ⏳	—	—	—	—	—	—
32098	Water Chemistry MCP Server Claim An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…	—	○ ⏳	—	N/A	N/A	—	—	—
32099	IATA-Geo-Core Claim Enables AI agents to query airport information and calculate Great Circle dista…	—	○ ⏳	—	N/A	N/A	—	—	—
32100	sajuMCP Claim Calculates saju (four pillars) for a given birth year, month, day, hour, minute…	—	○ ⏳	—	N/A	N/A	—	—	—

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