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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
67951	DramaCraft Claim Integrates with Jianying (CapCut) and Chinese LLMs to automate short drama vide…	—	○ ⏳	—	N/A	N/A	—	—	—
67952	SmartOffice-MCP Claim Enables AI agents to create, edit, format, and analyze Microsoft Office documen…	—	○ ⏳	—	N/A	N/A	—	—	—
67953	mcp-dart-kr Claim Enables AI agents to access Korea's DART financial data system for retrieving a…	—	○ ⏳	—	—	—	—	—	—
67954	mcp-agent-app Claim Converts GeoJSON geometries into 3D triangulated meshes using a local LLM (Olla…	—	○ ⏳	—	N/A	N/A	—	—	—
67955	codex-gpt-bridge Claim Streamable HTTP MCP bridge that allows ChatGPT to delegate code execution reque…	—	○ ⏳	—	—	—	—	—	—
67956	GDB MCP Server Claim Enables AI agents to interact with GDB for debugging via the MCP protocol. Supp…	—	○ ⏳	—	N/A	N/A	—	—	—
67957	marimo-mcp Claim Auto-discovers running marimo notebooks and exposes tools for reading, editing,…	—	○ ⏳	—	N/A	N/A	—	—	—
67958	MCP Image Tools Server Claim Provides image processing tools for Claude Code, including downloading toy imag…	—	○ ⏳	—	N/A	N/A	—	—	—
67959	ansys-mcp-server Claim Enables Claude Code to control Ansys engineering simulations (CFD, FEA, meshing…	—	○ ⏳	—	—	—	—	—	—
67960	case-chat Claim A conversational chat interface that uses RAG over a synthetic test corpus and …	—	○ ⏳	—	N/A	N/A	—	—	—
67961	BomberJS MCP Server Claim MCP server that exposes the atomic-bomb tool for generating project scaffolding…	—	○ ⏳	—	N/A	N/A	—	—	—
67962	sourcify-context-server Claim A simple notes MCP server that enables creating, listing, and summarizing text …	—	○ ⏳	—	N/A	N/A	—	—	—
67963	NOESIS Claim A cognitive optimization engine exposed as an MCP server that amplifies LLM rea…	—	○ ⏳	—	—	—	—	—	—
67964	Proton Drive MCP Claim MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…	—	○ ⏳	—	N/A	N/A	—	—	—
67965	Weather MCP Server Claim Provides weather alerts and forecasts via MCP tools, supporting both STDIO and …	—	○ ⏳	—	—	—	—	—	—
67966	hallucination-detector Claim Hallucination Detector — scores AI-generated output for hallucination risk. Det…	—	○ ⏳	—	—	—	—	81	—
67967	standup-mcp Claim Generates daily standup drafts from your actual GitHub, Jira, Linear, and Slack…	—	○ ⏳	—	N/A	N/A	—	—	—
67968	mediawiki-mcp Claim An MCP server for MediaWiki instances with multi-wiki support, providing full r…	—	○ ⏳	—	N/A	N/A	—	—	—
67969	Grimoire Claim Read-only MCP server that gives Claude live access to your UE5 project state — …	—	○ ⏳	—	N/A	N/A	—	—	—
67970	sensorium-mcp Claim MCP server with persistent memory, voice understanding, multi-thread orchestrat…	—	○ ⏳	—	—	—	—	—	—
67971	vsfclub8 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
67972	iris-execute-mcp Claim MCP server for InterSystems IRIS that provides 8 tools including ObjectScript e…	—	○ ⏳	—	—	—	—	—	—
67973	Handle Figma MCP Claim Enables AI assistants to read and modify Figma designs programmatically through…	—	○ ⏳	—	—	—	—	—	—
67974	mcp_zoomeye Claim	—	○ ⏳	—	N/A	N/A	—	95	—
67975	MCP-Edge Claim Enables cloud LLM agents to discover and invoke physical hardware on edge and I…	—	○ ⏳	—	N/A	N/A	—	—	—
67976	self-inspect Claim Enables agents to reflect on their own thinking by returning a metathought ques…	—	○ ⏳	—	N/A	N/A	—	—	—
67977	Anki Card Manager (acm) Claim This MCP server connects Claude with Anki, allowing users to create flashcards …	—	○ ⏳	—	N/A	N/A	—	—	—
67978	luogu-mcp-server Claim A read-only MCP server for discovering and fetching Luogu problems, training se…	—	○ ⏳	—	—	—	—	—	—
67979	Metro MCP Claim A unified MCP server for US transit systems, supporting Washington DC Metro and…	—	○ ⏳	—	—	—	—	—	—
67980	Weather Travel Advisory MCP Server Claim Enables weather-based travel advisory generation using wttr.in API, including t…	—	○ ⏳	—	—	—	—	—	—
67981	Database Operations MCP Claim Enables database inspection, backup/restore, analysis, and querying, plus media…	—	○ ⏳	—	N/A	N/A	—	—	—
67982	Mindset AI Sample MCP Server Claim Sample MCP server exposing 5 tools (weather, profile, wikipedia) via a single e…	—	○ ⏳	—	—	—	—	—	—
67983	Magic Eden MCP Server Claim Enables interaction with the Magic Eden NFT marketplace across multiple blockch…	—	○ ⏳	—	N/A	N/A	—	—	—
67984	Figma Console MCP Server Claim Bridges AI assistants with Figma for design system extraction, bidirectional to…	—	○ ⏳	—	—	—	—	—	—
67985	WonderSuite-Ai-Bug-Bounty Claim AI-Powered Offensive Security Research Engine - desktop-native security testing…	—	○ ⏳	—	N/A	N/A	—	—	—
67986	SolidWorks MCP Server Claim Enables Claude to create and manipulate SolidWorks CAD models through natural l…	—	○ ⏳	—	N/A	N/A	—	—	—
67987	apple-mcp Claim Enables AI to control Apple Mac apps like Messages, Notes, Contacts, Mail, Remi…	—	○ ⏳	—	N/A	N/A	—	—	—
67988	SSH + Oracle DB MCP Server Claim Enables secure SSH and Oracle DB operations with persistent sessions, audit log…	—	○ ⏳	—	N/A	N/A	—	—	—
67989	OpenAPI MCP Server Claim Exposes OpenAPI endpoints as MCP tools, enabling LLMs to discover and interact …	—	○ ⏳	—	—	—	—	—	—
67990	Canvas LMS MCP Claim Enables AI agents to access Canvas LMS academic data such as courses, assignmen…	—	○ ⏳	—	—	—	—	—	—
67991	mac-pilot-mcp Claim Self-learning macOS automation MCP server that remembers successful patterns an…	—	○ ⏳	—	N/A	N/A	—	—	—
67992	F5 AI Security Docs MCP Server Claim Enables searching and browsing the entire F5 AI Security documentation using TF…	—	○ ⏳	—	—	—	—	—	—
67993	merk.a2a Claim a2a b2b protocol	—	○ ⏳	—	—	—	—	—	—
67994	Software Planning Tool Claim An MCP server that facilitates interactive software development planning by bre…	—	○ ⏳	—	N/A	N/A	—	—	—
67995	DuckDuckGo Search MCP Server Claim Brings DuckDuckGo search (web, news, images, videos) to any MCP-compatible AI c…	—	○ ⏳	—	—	—	—	—	—
67996	BambooHR MCP Server Claim A comprehensive MCP server for BambooHR with 47 tools covering employee managem…	—	○ ⏳	—	N/A	N/A	—	—	—
67997	recall-mcp Claim Persistent memory MCP server for AI coding agents. Stores, searches, and retrie…	—	○ ⏳	—	N/A	N/A	—	—	—
67998	Code Scalpel Claim Enables AI assistants to surgically extract and analyze code, reducing token us…	—	○ ⏳	—	—	—	—	—	—
67999	brain-mcp Claim A local MCP server that acts as long-term memory for AI coding assistants, stor…	—	○ ⏳	—	N/A	N/A	—	—	—
68000	hostwares-mcp Claim Enables deploying sites, managing databases, and troubleshooting deployments on…	—	○ ⏳	—	—	—	—	—	—

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