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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
39351	xiaohongshu-mcp Claim Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…	—	○ ⏳	—	—	—	—	—	—
39352	QRzap MCP Server Claim Enables AI agents to generate QR codes for URLs, WiFi, contacts, and more with …	—	○ ⏳	—	N/A	N/A	—	—	—
39353	osa-mcp Claim Automatically discovers all scriptable macOS apps and generates MCP tools for t…	—	○ ⏳	—	—	—	—	—	—
39354	heddle Claim Temporal change-impact authority MCP server that tracks per-entity change histo…	—	○ ⏳	—	N/A	N/A	—	—	—
39355	umbriel Claim Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automat…	—	○ ⏳	—	N/A	N/A	—	—	—
39356	KAZM Mellow Mountain Radio Claim KAZM 106.5 FM/780 AM: now playing, weather, fire alerts, road conditions & conc…	—	○ ⏳	—	—	—	—	—	—
39357	Mnemosyne Claim Mnemosyne is an MCP server that gives AI assistants deep visibility into Kubern…	—	○ ⏳	—	N/A	N/A	—	—	—
39358	pi-subagent Claim Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agen…	—	○ ⏳	—	N/A	N/A	—	—	—
39359	in-memoria Claim 1 Persistent codebase intelligence that gives AI assistants memory across sessions	—	○	—	N/A	N/A	—	69	—
39360	mcp-devops-deploy Claim Enables automated deployments, environment management, snapshots, and deploymen…	—	○ ⏳	—	N/A	N/A	—	—	—
39361	GhidrAssistMCP Claim A native Model Context Protocol server for Ghidra. Includes GUI configuration a…	—	○ ⏳	—	N/A	N/A	—	95	—
39362	mlx-mcp-server Claim Bridges Claude Code and Claude Desktop to a locally-running LLM, optimized for …	—	○ ⏳	—	N/A	N/A	—	—	—
39363	agentic-commerce Claim A custom MCP server that turns Claude into an agentic shopping assistant for se…	—	○ ⏳	—	N/A	N/A	—	—	—
39364	vibefix Claim Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.	—	○ ⏳	—	N/A	N/A	—	83	—
39365	MCP-pptr Claim Provides browser automation and DevTools capabilities via Puppeteer, with Docke…	—	○ ⏳	—	N/A	N/A	—	—	—
39366	bun-uia Claim Playwright for the Windows desktop, from Bun — drive native GUIs via UI Automat…	—	○ ⏳	—	N/A	N/A	—	—	—
39367	MCP Server Claim A basic MCP server implementation using Node.js and TypeScript that bridges AI …	—	○ ⏳	—	—	—	—	—	—
39368	CI Monitor MCP Server Claim Monitors Jenkins CI builds in real-time, fetching build status and logs on fail…	—	○ ⏳	—	N/A	N/A	—	—	—
39369	cloud-security-scanner Claim Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…	—	○ ⏳	—	—	—	—	81	—
39370	PayHere MCP Server Claim Enables interaction with the PayHere payment gateway via MCP, allowing payment …	—	○ ⏳	—	—	—	—	—	—
39371	Car Repair Cost Estimator Claim Car repair cost estimates by make, model and repair type. 31 cost guides, VIN d…	—	○ ⏳	—	—	—	—	—	—
39372	Green Gooding Claim Read-only catalog for Green Gooding — NYC peer-to-peer rental marketplace.	—	○ ⏳	—	—	—	—	—	—
39373	bigquery-mcp Claim Enables AI assistants to query and analyze Google BigQuery data, including sche…	—	○ ⏳	—	—	—	—	—	—
39374	nws-mcp-server Claim MCP server that integrates the National Weather Service API to fetch weather al…	—	○ ⏳	—	—	—	—	—	—
39375	MacroMCP Claim Remote MCP server for natural-language calorie/macro and weight tracking, desig…	—	○ ⏳	—	—	—	—	—	—
39376	Home Assistant MCP Control Claim Enables control of external Home Assistant devices via an MCP control layer and…	—	○ ⏳	—	—	—	—	—	—
39377	Constructoo MCP Server Claim Mock MCP server for validating Constructoo Copilot data access, exposing read-o…	—	○ ⏳	—	—	—	—	—	—
39378	Mimir, persistent memory engine for AI … Claim Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 43 …	—	○ ⏳	—	N/A	N/A	—	—	—
39379	AppRanks MCP Server Claim Provides live App Store rankings, charts, app details, reviews, and search acro…	—	○ ⏳	—	—	—	—	—	—
39380	railinfo-mcp Claim Enables real-time Indian Railways information retrieval, including live train r…	—	○ ⏳	—	—	—	—	—	—
39381	dispense-record-mcp Claim GOC-compliant optical dispense record validation. Captures prescription, lens c…	—	○ ⏳	—	N/A	N/A	—	—	—
39382	a-mem-mcp-server Claim A memory MCP server with a dual-storage system using ChromaDB and NetworkX DiGr…	—	○ ⏳	—	N/A	N/A	—	—	—
39383	MCP Dev Standards Claim A Model Context Protocol server that provides development standards and best pr…	—	○ ⏳	—	N/A	N/A	—	—	—
39384	SME Copilot MCP Server Claim Generates business action reports for SMEs by retrieving company profiles throu…	—	○ ⏳	—	—	—	—	81	—
39385	GMA2 MCP Claim An MCP server that lets AI assistants control grandMA2 lighting consoles via Te…	—	○ ⏳	—	—	—	—	—	—
39386	Local LLM MCP Tool Claim A local MCP server that runs Llama models entirely on your machine. No API keys…	—	○ ⏳	—	N/A	N/A	—	—	—
39387	playwright-slim Claim Token-optimized Playwright MCP server that reduces context window usage by 73.8…	—	○ ⏳	—	N/A	N/A	—	—	—
39388	GeoLabel Claim Turn GPS coordinates into place name, category, and live opening hours via Open…	—	○ ⏳	—	N/A	N/A	—	83	—
39389	Datashift MCP Server Claim Enables AI agents to submit tasks for human or AI review and receive decisions …	—	○ ⏳	—	—	—	—	—	—
39390	fitwiki-mcp Claim Scrapes course materials, exam variants, and notes from Fit-Wiki, converting th…	—	○ ⏳	—	—	—	—	—	—
39391	HubSpot CRM API Server Claim Provide standardized access and management of HubSpot CRM data through a compre…	—	○ ⏳	—	N/A	N/A	—	95	—
39392	DiscreteRate Claim Run DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the p…	—	○ ⏳	—	—	—	—	—	—
39393	Avalara Returns Claim Provides access to Avalara Global Returns API for tax returns, filing calendars…	—	○ ⏳	—	—	—	—	—	—
39394	NewsAPI MCP Server Claim Enables searching news, fetching top headlines, listing sources, and generating…	—	○ ⏳	—	N/A	N/A	—	—	—
39395	google-health-mcp Claim Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…	—	○ ⏳	—	N/A	N/A	—	—	—
39396	ClickHouse MCP Agent Claim Enables querying ClickHouse databases using natural language with AI models, su…	—	○ ⏳	—	—	—	—	—	—
39397	kept Claim Search, archive, and recall your AI conversations. ChatGPT, Claude, Gemini, Gro…	—	○ ⏳	—	N/A	N/A	—	—	—
39398	ukr-vitalinguist-mcp Claim Provides Ukrainian language grammar checking, surzhyk detection, authentic phra…	—	○ ⏳	—	—	—	—	—	—
39399	@microsoft/m365copilot-dev-mcp Claim Enables AI assistants to build Microsoft 365 Copilot agents by executing ATK CL…	—	○ ⏳	—	N/A	N/A	—	—	—
39400	MCP Memory Server Claim Cross-session persistent memory system using Markdown files and SQLite FTS5 ful…	—	○ ⏳	—	N/A	N/A	—	—	—

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