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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
59901	NextBillion.ai MCP Server Claim Provides geolocation, routing, and navigation tools including geocoding, place …	—	○ ⏳	—	—	—	—	—	—
59902	mcp-server Claim Azure FinOps infrastructure cost optimization: idle resources, rightsizing, and…	—	○ ⏳	—	—	—	—	—	—
59903	Newsletter MCP Server Claim A Multi-Agent Collaboration Protocol server that automates newsletter creation …	—	○ ⏳	—	—	—	—	81	—
59904	@supcon-international/node-red-mcp-serv… Claim Model Context Protocol (MCP) server for Node-RED that allows language models to…	—	○ ⏳	—	—	—	—	—	—
59905	Arxiv Claim arXiv MCP — preprint server search (free, no auth)	—	○ ⏳	—	—	—	—	—	—
59906	agent-vrm-mcp Claim Enables Claude to generate speech from text and express it through a 3D VRM ava…	—	○ ⏳	—	N/A	N/A	—	—	—
59907	Telegram Reminder MCP Claim Enables users to manage Telegram reminders via natural language or commands, wi…	—	○ ⏳	—	N/A	N/A	—	—	—
59908	sosumi.ai Claim Converts Apple Developer documentation, HIG, WWDC transcripts, and external Swi…	—	○ ⏳	—	—	—	—	—	—
59909	job-source-mcp Claim Searches job listings from Taiwanese job boards (104 and Yourator) and returns …	—	○ ⏳	—	N/A	N/A	—	—	—
59910	Ceedling MCP Server Claim Bridges LLMs to the Ceedling C unit testing framework, enabling test execution,…	—	○ ⏳	—	N/A	N/A	—	—	—
59911	mef_subnational_efficiency_mcp Claim Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…	—	○ ⏳	—	N/A	N/A	—	—	—
59912	Uapi Mcp Claim Official MCP server for the uapis.cn API platform, providing over 100 endpoints…	—	○ ⏳	—	N/A	N/A	—	—	—
59913	hot-content-mcp Claim Provides Baidu hot search and Bilibili trending video data for Claude and Cherr…	—	○ ⏳	—	N/A	N/A	—	—	—
59914	ConvertAgent Claim File conversion built for AI agents. CLI, REST API, and MCP server — all sharin…	—	○ ⏳	—	N/A	N/A	—	—	—
59915	Markdrop MCP Server Claim Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…	—	○ ⏳	—	N/A	N/A	—	—	—
59916	playwright-min-network-mcp Claim A minimal network monitoring MCP tool for Playwright browser automation. Just 5…	—	○ ⏳	—	N/A	N/A	—	—	—
59917	MCP SQLite Server Claim Query, explore, and manage SQLite databases through the Model Context Protocol.…	—	○ ⏳	—	—	—	—	—	—
59918	io.github.abl030/pfsense-mcp Claim An MCP server that gives AI agents full control over pfSense firewalls via the …	—	○ ⏳	—	—	—	—	—	—
59919	nasa-mcp-server Claim Provides access to NASA's open APIs including astronomy imagery, Mars rover pho…	—	○ ⏳	—	—	—	—	—	—
59920	nessus_mcp_server Claim Enables AI assistants to manage Nessus vulnerability scans, analyze results, an…	—	○ ⏳	—	N/A	N/A	—	—	—
59921	payhumans-mcp Claim Lets AI agents natively discover and hire human experts for tasks they can't do…	—	○ ⏳	—	N/A	N/A	—	—	—
59922	midi-composer-mcp Claim Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…	—	○ ⏳	—	N/A	N/A	—	—	—
59923	space-mcp-server Claim MCP server providing AI agents with access to NASA and space/astronomy data inc…	—	○ ⏳	—	N/A	N/A	—	—	—
59924	Pacemaker MCP Claim MCP server that enables safe, SSH-based interaction with a Pacemaker cluster, o…	—	○ ⏳	—	N/A	N/A	—	—	—
59925	asc-mcp Claim An opinionated MCP server for App Store Connect that provides 13 curated tools,…	—	○ ⏳	—	—	—	—	—	—
59926	Azure DevOps MCP Server Claim MCP server that enables AI assistants to manage Azure DevOps resources includin…	—	○ ⏳	—	N/A	N/A	—	—	—
59927	mcp-techTrend Claim Multi-source academic + code + medical-regulatory trend monitoring (arXiv, PubM…	—	○ ⏳	—	N/A	N/A	—	—	—
59928	Color Palette Claim Create harmonious color palettes based on theory and convert colors between for…	—	○ ⏳	—	—	—	—	81	—
59929	Sharepoint Universal MCP Server Claim Provides a standardized interface for interacting with SharePoint tools and ser…	—	○ ⏳	—	—	—	—	—	—
59930	Gremlin Web Scraper MCP Claim A lightweight HTTP module that enables scraping visible text from any publicly …	—	○ ⏳	—	N/A	N/A	—	95	—
59931	Codex Memory Claim Local Markdown-backed memory tools for Codex and other MCP-capable agents. Expo…	—	○ ⏳	—	N/A	N/A	—	—	—
59932	GW MCP Server Claim An MCP server providing tools to query gravitational wave data from GraceDB and…	—	○ ⏳	—	N/A	N/A	—	—	—
59933	browserbase Claim	—	○ ⏳	—	N/A	N/A	—	95	—
59934	Incident Triage MCP Claim Incident Triage MCP is a Model Context Protocol (MCP) server for incident triag…	—	○ ⏳	—	—	—	—	—	—
59935	mcp-ns-railways Claim MCP server for querying Dutch railway data via the NS API, with planned tools f…	—	○ ⏳	—	N/A	N/A	—	—	—
59936	Secure MCP-gRPC Claim Provides a secure gRPC transport layer for the Model Context Protocol (MCP) wit…	—	○ ⏳	—	—	—	—	—	—
59937	xctools-mcp-server Claim Provides structured access to Xcode development tools including xcrun, xcodebui…	—	○ ⏳	—	N/A	N/A	—	—	—
59938	tr-figma-mcpserver Claim MCP server for downloading images from Figma designs using access tokens. Suppo…	—	○ ⏳	—	N/A	N/A	—	—	—
59939	ltm Claim Portable memory protocol for AI coding sessions. Push the state of a session (g…	—	○ ⏳	—	N/A	N/A	—	95	—
59940	mcp-ocrspace Claim OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…	—	○ ⏳	—	—	—	—	—	—
59941	Context3D MCP Server Claim Enables AI-powered 3D model generation from text and images with PBR textures, …	—	○ ⏳	—	—	—	—	—	—
59942	agentberg Claim Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…	—	○ ⏳	—	—	—	—	—	—
59943	demo-002 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
59944	mcp-fusion Claim Multi-model fusion analysis tool that sends queries to multiple AI models in pa…	—	○ ⏳	—	—	—	—	—	—
59945	MCP ERPNext Plugin Claim Integrates Claude with ERPNext v16, enabling CRUD operations, queries, and meth…	—	○ ⏳	—	—	—	—	—	—
59946	SysControl MCP Claim Enables Claude Desktop to monitor and control your computer system with 90+ rea…	—	○ ⏳	—	N/A	N/A	—	—	—
59947	my-voice-mcp Claim A local-first MCP server that builds compact voice profiles from writing sample…	—	○ ⏳	—	—	—	—	—	—
59948	SEED MCP Claim SEED provides a unified interface to compound AI systems, coordinating between …	—	○ ⏳	—	N/A	N/A	—	—	—
59949	Mnemosyne MCP Claim An active, stateful software knowledge graph engine that serves as an 'all-know…	—	○ ⏳	—	N/A	N/A	—	95	—
59950	Apple Notes MCP Server Claim Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…	—	○ ⏳	—	N/A	N/A	—	—	—

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