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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
53101	ChemDraw Compound Smart Drawing MCP Tool Claim Enables intelligent identification and validation of compound data from documen…	—	○ ⏳	—	N/A	N/A	—	—	—
53102	PyAutoGUI-MCP Claim Exposes PyAutoGUI desktop automation functions as MCP tools, enabling mouse con…	—	○ ⏳	—	N/A	N/A	—	—	—
53103	OpenAPI MCP Claim A generic MCP server that builds its tools at runtime from any OpenAPI specific…	—	○ ⏳	—	—	—	—	—	—
53104	loci Claim Local-first harness and ticket operations for AI assistants via CLI or MCP.	—	○ ⏳	—	N/A	N/A	—	—	—
53105	mcp-bing-webmaster Claim Provides secure, read-only access to Bing Webmaster Tools analytics and non-des…	—	○ ⏳	—	—	—	—	—	—
53106	mcp-hko Claim Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …	—	○ ⏳	—	—	—	—	—	—
53107	pesticide-mcp Claim A Model Context Protocol server for querying Japanese pesticide registration in…	—	○ ⏳	—	N/A	N/A	—	—	—
53108	Plane MCP Claim Connect Claude to your Plane workspace to manage projects, work items, cycles, …	—	○ ⏳	—	N/A	N/A	—	—	—
53109	OpenShift LightSpeed MCP Server Claim Integrates OpenShift LightSpeed with Claude Code to provide AI-powered OpenShif…	—	○ ⏳	—	—	—	—	—	—
53110	npm-docs-server Claim Fetches metadata and README documentation for NPM packages, with local caching …	—	○ ⏳	—	—	—	—	—	—
53111	code-dev-intel Claim A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…	—	○ ⏳	—	—	—	—	—	—
53112	GitLab MCP (glab) Claim Provides GitLab issue and CI/CD management tools using the glab CLI, with reduc…	—	○ ⏳	—	N/A	N/A	—	—	—
53113	OPNsense MCP Server Claim Enables natural language management of OPNsense firewalls through AI clients, p…	—	○ ⏳	—	—	—	—	—	—
53114	mcp-odoo Claim Enables interaction with Odoo ERP from any MCP-compatible IDE, allowing task ma…	—	○ ⏳	—	N/A	N/A	—	—	—
53115	Memory MCP Claim Persistent project memory for AI models and coding agents. Memory MCP stores ar…	—	○ ⏳	—	—	—	—	—	—
53116	job104-mcp Claim Searches 104 job listings with natural-language filters and retrieves full post…	—	○ ⏳	—	—	—	—	—	—
53117	Sociality MCP Claim Social media analytics, post insights, and competitor benchmarking for AI agent…	—	○ ⏳	—	—	—	—	—	—
53118	Kairogen MCP Claim MCP server for Kairogen that enables generating images and videos with various …	—	○ ⏳	—	—	—	—	—	—
53119	TubePilot Claim Enables AI assistants to fetch and analyze YouTube data, including video info, …	—	○ ⏳	—	—	—	—	—	—
53120	UniFi MCP Server Claim MCP server providing Claude Code with full UniFi network management capabilitie…	—	○ ⏳	—	—	—	—	—	—
53121	Systems Manager Claim Enables AI agents to manage system updates, application installations, and remo…	—	○ ⏳	—	—	—	—	—	—
53122	foxess-mcp-server Claim A powerful MCP server that enables AI assistants like Claude to access, analyze…	—	○ ⏳	—	—	—	—	—	—
53123	taskbounty-check Claim Local-only GitHub Actions and CI maintenance scanner for AI-built apps. Exposes…	—	○ ⏳	—	N/A	N/A	—	—	—
53124	outris-mcp Claim Enables querying any API with natural language via Claude Desktop by connecting…	—	○ ⏳	—	—	—	—	—	—
53125	AgenTest Claim AI-driven mobile app testing via MCP, enabling AI coding agents to test Android…	—	○ ⏳	—	N/A	N/A	—	—	—
53126	browser-connect-mcp Claim Enables AI assistants to connect to browser DevTools and backend debuggers for …	—	○ ⏳	—	N/A	N/A	—	—	—
53127	skypilot-mcp Claim MCP server for SkyPilot that lets LLMs manage cloud clusters, jobs, and storage…	—	○ ⏳	—	N/A	N/A	—	—	—
53128	edge-history-mcp Claim A Model Context Protocol server that exposes Microsoft Edge browsing history ac…	—	○ ⏳	—	N/A	N/A	—	—	—
53129	AutoSpectra MCP Server Claim All-in-one automation platform for AI agents, providing browser automation, API…	—	○ ⏳	—	—	—	—	—	—
53130	azdo-onprem-mcp Claim Minimal MCP server for self-hosted Azure DevOps Server (on-premises). Enables i…	—	○ ⏳	—	—	—	—	—	—
53131	MCP-Airflow-API Claim Enables natural language management of Apache Airflow workflows, including DAG …	—	○ ⏳	—	—	—	—	—	—
53132	LangSmith MCP Server Claim TypeScript MCP server that enables AI agents to manage LangSmith traces, prompt…	—	○ ⏳	—	—	—	—	—	—
53133	prompt-optimizer-2-0-0 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
53134	SponsorFinder MCP Server Claim Checks whether a company holds a UK or Netherlands work-visa sponsorship licenc…	—	○ ⏳	—	—	—	—	—	—
53135	Zotero MCP Server Claim Gives Claude full read/write access to your Zotero reference library, enabling …	—	○ ⏳	—	—	—	—	—	—
53136	Seoul Mobility Advisor Claim Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) a…	—	○ ⏳	—	—	—	—	—	—
53137	Azure AI Search MCP Server Claim Enables AI assistants to manage Azure AI Search services, including indexes, do…	—	○ ⏳	—	N/A	N/A	—	—	—
53138	Navable MCP Claim Enables AI coding agents to perform real-browser accessibility scanning of loca…	—	○ ⏳	—	N/A	N/A	—	—	—
53139	mcp-mfapi-india Claim Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…	—	○ ⏳	—	—	—	—	—	—
53140	viam-community-mcp Claim An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…	—	○ ⏳	—	N/A	N/A	—	—	—
53141	German Law MCP Server Claim Enables querying 6,870 German federal statutes, case law, and legislative prepa…	—	○ ⏳	—	—	—	—	—	—
53142	Tattoo Feed Claim An MCP server that lets an LLM client browse and curate posts from a hand-picke…	—	○ ⏳	—	N/A	N/A	—	—	—
53143	re-leak-scan Claim MCP server for detecting publisher telemetry pipeline leaks in binary artifacts…	—	○ ⏳	—	N/A	N/A	—	—	—
53144	IFC Bonsai MCP Claim An MCP server that connects AI language models with the Bonsai Blender add-on t…	—	○ ⏳	—	N/A	N/A	—	—	—
53145	coremodels-mcp-server Claim CoreModels MCP Server provides 16 tools for AI agents to manage graph-based dat…	—	○ ⏳	—	—	—	—	—	—
53146	UK Business Tools - Ledgerhall Claim Once connected, your AI agent can: Check any UK company — directors, sharehold…	—	○ ⏳	—	—	—	—	—	—
53147	Perplexity Universal MCP Server Claim Provides a standardized interface for interacting with Perplexity's tools and s…	—	○ ⏳	—	—	—	—	—	—
53148	Thread Analyzer MCP Server Claim Scrape and analyze replies from any public Threads post right from your AI codi…	—	○ ⏳	—	N/A	N/A	—	—	—
53149	Assembly MCP Claim Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…	—	○ ⏳	—	N/A	N/A	—	—	—
53150	zai Claim	—	○ ⏳	—	N/A	N/A	—	95	—

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