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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
45201	SimuBridge Claim Enables AI assistants to control MATLAB Simulink models through natural languag…	—	○ ⏳	—	N/A	N/A	—	—	—
45202	self-host-fusion360-MCP Claim A self-hosted MCP server that lets Claude (or any MCP client) drive Autodesk Fu…	—	○ ⏳	—	N/A	N/A	—	—	—
45203	ChessPal Chess Engine Claim A Stockfish-powered chess engine exposed as an MCP server using FastMCP. Calcul…	—	○ ⏳	—	N/A	N/A	—	—	—
45204	QRadar MCP Server Claim Bridges LLMs with IBM QRadar SIEM by providing access to over 728 REST API endp…	—	○ ⏳	—	—	—	—	81	—
45205	Voris Claim Voris privacy-native web analytics for AI agents: query metrics & citations, sc…	—	○ ⏳	—	N/A	N/A	—	—	—
45206	api-testing-mcp Claim Enables HTTP API testing (GET, POST, PUT, DELETE) via the Model Context Protoco…	—	○ ⏳	—	N/A	N/A	—	—	—
45207	Memory MCP Claim Provides AI agents with persistent, searchable memory using semantic search, au…	—	○ ⏳	—	N/A	N/A	—	—	—
45208	mermaid-mcp Claim A basic MCP server example with a hello tool, info resource, and assistant prom…	—	○ ⏳	—	N/A	N/A	—	—	—
45209	ms-teams Claim Provides a standardized interface for interacting with Microsoft Teams tools an…	—	○ ⏳	—	—	—	—	—	—
45210	shortcut-mcp Claim MCP server for interacting with Shortcut (project management) directly from Cla…	—	○ ⏳	—	—	—	—	—	—
45211	timemap-mcp Claim Enables AI agents to perform Chinese metaphysics calculations including BaZi ch…	—	○ ⏳	—	N/A	N/A	—	—	—
45212	mcp-server-cal Claim Cal.com scheduling MCP server: manage bookings, event types, and availability.	—	○ ⏳	—	N/A	N/A	—	—	—
45213	Wellness CGM MCP Claim Local-first CGM MCP for AI agents: Dexcom Developer API and FreeStyle Libre via…	—	○ ⏳	—	—	—	—	—	—
45214	llm-file-operations-agent Claim Enables natural language file operations and intelligent file analysis via MCP,…	—	○ ⏳	—	N/A	N/A	—	—	—
45215	MongoDB MCP Server Claim Enables AI agents to interact with MongoDB databases and MongoDB Atlas, support…	—	○ ⏳	—	—	—	—	—	—
45216	moneys3-mcp Claim MCP server for connecting AI clients to the Money S3 accounting system via Grap…	—	○ ⏳	—	N/A	N/A	—	—	—
45217	Whiteboard Animation Claim Turn any picture into a hand-drawn whiteboard animation video, from your AI ass…	—	○ ⏳	—	—	—	—	81	—
45218	tfl-mcp-server Claim Community-built server providing real-time London transport data via the TfL Un…	—	○ ⏳	—	N/A	N/A	—	—	—
45219	WalnutLink A-share Depth Desk Claim 1 China A-share filings: why a number moved, does the trend continue, who supplie…	—	○ ⏳	—	—	—	—	67	—
45220	MCP Weather Workshop Claim A step-by-step workshop for building an MCP server that provides weather tools …	—	○ ⏳	—	—	—	—	—	—
45221	devcontainer-mcp Claim Manage dev container environments via MCP (Docker, DevPod, Codespaces).	—	○ ⏳	—	N/A	N/A	—	—	—
45222	Gemini MCP Server Claim Integrates Google Gemini 3.1 with Claude Code to provide web search, large code…	—	○ ⏳	—	N/A	N/A	—	—	—
45223	Product MCP Claim 1 MCP server for ERP product operations that enables AI agents to precheck produc…	—	○ ⏳	—	—	—	—	81	—
45224	py-mcp-students Claim Enables LLMs to manage student records through natural language by wrapping a s…	—	○ ⏳	—	N/A	N/A	—	—	—
45225	imugi Claim Enables AI to capture, compare, and automatically patch frontend code against r…	—	○ ⏳	—	N/A	N/A	—	—	—
45226	jobs-tools-knowledgebase Claim A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…	—	○ ⏳	—	N/A	N/A	—	—	—
45227	spm-analyzer-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
45228	agent-memory Claim Provides long-term memory for AI agents with per-user scoped recall, ranking by…	—	○ ⏳	—	N/A	N/A	—	—	—
45229	premiere-pro-mcp Claim Makes Claude a real operator for Adobe Premiere Pro 2025, providing 59 tools to…	—	○ ⏳	—	N/A	N/A	—	—	—
45230	j-quants-doc-mcp Claim Enables searching J-Quants API endpoints, retrieving detailed documentation, ge…	—	○ ⏳	—	—	—	—	—	—
45231	printscale-mcp Claim Upscale images to print-ready files (TIFF/PNG/JPG) via PrintScale.	—	○ ⏳	—	N/A	N/A	—	—	—
45232	Triplewhale MCP Server Claim Enables natural language queries to Triplewhale for analyzing marketing and fin…	—	○ ⏳	—	—	—	—	—	—
45233	recall Claim Persistent memory for Claude Code. Search, recall, and re-inject context from a…	—	○ ⏳	—	N/A	N/A	—	95	—
45234	Appian MCP Server Claim Enables interaction with Appian applications through the Model Context Protocol…	—	○ ⏳	—	—	—	—	—	—
45235	Lanten MCP Server Claim Connects AI assistants to the Lanten property management API, allowing them to …	—	○ ⏳	—	—	—	—	—	—
45236	Meeting Notes MCP Server Claim A self-hosted MCP server for storing, searching, and querying meeting notes wit…	—	○ ⏳	—	—	—	—	—	—
45237	Odds API MCP Server Claim An MCP server that connects Claude Desktop to The Odds API, giving Claude real-…	—	○ ⏳	—	—	—	—	—	—
45238	universal-memory-service Claim Self-hosted service providing unified memory search and write operations across…	—	○ ⏳	—	N/A	N/A	—	—	—
45239	AiAkiv Memory Claim Shared long-term memory for AI agents: save and recall context as a searchable …	—	○ ⏳	—	—	—	—	—	—
45240	Lazy Ads Claim Hosted MCP for nine ad networks. BYOA, flat SaaS — no percent of spend, no fake…	—	○ ⏳	—	—	—	—	—	—
45241	omni-memory Claim A fully-local AI memory system that saves notes, code, and terminal output to a…	—	○ ⏳	—	N/A	N/A	—	—	—
45242	Zoho CRM MCP Server Claim Exposes Zoho CRM v6 REST API as structured tools for LLM agents via MCP, enabli…	—	○ ⏳	—	—	—	—	—	—
45243	greenfish-webtools-mcp Claim A lightweight MCP server that gives AI assistants real-time web search and URL …	—	○ ⏳	—	—	—	—	—	—
45244	atlasopenmagic-mcp Claim MCP server for ATLAS Open Data that enables LLMs to discover, query, and retrie…	—	○ ⏳	—	N/A	N/A	—	—	—
45245	ModelCostSaver Claim Predict the cost of an LLM call before you make it, and pick the cheapest model…	—	○ ⏳	—	N/A	N/A	—	—	—
45246	GitHub MCP Server Claim Enables comprehensive interaction with GitHub repositories, including code mana…	—	○ ⏳	—	—	—	—	81	—
45247	SpecForged Claim Create and evolve clear software specifications from requirements and design to…	—	○ ⏳	—	N/A	N/A	—	95	—
45248	Deep Research MCP Claim A Model Context Protocol compliant server that facilitates comprehensive web re…	—	○ ⏳	—	—	—	—	81	—
45249	mcp-biorhythm Claim Computes biorhythm values (physical, emotional, intellectual) and generates a P…	—	○ ⏳	—	N/A	N/A	—	—	—
45250	log-collector Claim MCP server for collecting and analyzing CLI/web server error logs. Enables watc…	—	○ ⏳	—	N/A	N/A	—	—	—

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