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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
46651	mcp Claim Search websites by source code, technology stack, analyze domains, and download…	—	○ ⏳	—	N/A	N/A	—	83	—
46652	Desearch AI Claim Enable real-time AI-powered search capabilities including Twitter (X) and web s…	—	○ ⏳	—	N/A	N/A	—	95	—
46653	execkit Claim Stateful, structured, auditable shell sessions for AI agents over local, SSH, a…	—	○ ⏳	—	N/A	N/A	—	—	—
46654	CrustAPI Google + LinkedIn Data Claim Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pa…	—	○ ⏳	—	N/A	N/A	—	—	—
46655	Telegram MCP Server Claim Model Context Protocol server for Telegram. Let AI read, search, send, and forw…	—	○ ⏳	—	—	—	—	—	—
46656	MCP Skill Registry Claim A self-hostable MCP server that turns a folder of skills into callable tools vi…	—	○ ⏳	—	—	—	—	—	—
46657	utilsforagents-mcp Claim A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…	—	○ ⏳	—	—	—	—	81	—
46658	lucide-mcp Claim Enables searching Lucide icons by keyword tags, returning best-matching icon na…	—	○ ⏳	—	N/A	N/A	—	—	—
46659	iRacing MCP Server Claim Enables AI assistants to access real-time iRacing telemetry, race information, …	—	○ ⏳	—	N/A	N/A	—	—	—
46660	FreeFeed MCP Server Claim MCP server for the FreeFeed social network API. Enables reading timelines, post…	—	○ ⏳	—	—	—	—	—	—
46661	Vistazo Claim 1 An analytics workspace where teams and agents collaborate to build dashboards a…	—	○	—	—	—	—	67	—
46662	MCP Remote Code Claim Enables agent-style remote development over SSH with file operations and comman…	—	○ ⏳	—	N/A	N/A	—	—	—
46663	snowflake-mcp Claim Enables LLMs to directly query and interact with Snowflake databases, supportin…	—	○ ⏳	—	—	—	—	—	—
46664	Langfuse MCP Server Claim Model Context Protocol server for Langfuse observability. Query traces, analyze…	—	○ ⏳	—	—	—	—	—	—
46665	claude-memory-mcp Claim Provides persistent local memory for AI assistants using SQLite and semantic se…	—	○ ⏳	—	N/A	N/A	—	—	—
46666	Web Fetch MCP Server Claim Enables LLMs to fetch and process web page contents by providing tools to retri…	—	○ ⏳	—	—	—	—	—	—
46667	syntax-map-mcp Claim Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files us…	—	○ ⏳	—	N/A	N/A	—	—	—
46668	UniProt MCP Claim 1 Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…	—	○	—	N/A	N/A	—	81	—
46669	mcp-tools-server Claim A general-purpose MCP server with utility tools including datetime information,…	—	○ ⏳	—	N/A	N/A	—	—	—
46670	Kubernetes + Prometheus SRE MCP Server Claim Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…	—	○ ⏳	—	—	—	—	—	—
46671	GuruPDF Claim Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…	—	○ ⏳	—	N/A	N/A	—	—	—
46672	bitcoin-mcp-server Claim Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No…	—	○ ⏳	—	N/A	N/A	—	—	—
46673	Shopee MCP Server Claim Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…	—	○ ⏳	—	—	—	—	—	—
46674	SQLMind Claim An MCP server that provides SQL generation, validation, transpilation, and sche…	—	○ ⏳	—	—	—	—	—	—
46675	bolthub Marketplace Claim Discover and call every paid API on the bolthub marketplace with automatic L402…	—	○ ⏳	—	N/A	N/A	—	—	—
46676	Finnhub MCP Server Claim Connects Claude Desktop to real-time stock market data via Finnhub API, enablin…	—	○ ⏳	—	—	—	—	—	—
46677	ui-toolkit-mcp Claim Local, free MCP server for brand logo search and shadcn/ui component search & s…	—	○ ⏳	—	N/A	N/A	—	—	—
46678	geo-audit Claim Evaluates any website's AI visibility with 15 checks across crawlability, struc…	—	○ ⏳	—	N/A	N/A	—	—	—
46679	clockify_mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46680	gitlab-duo-mcp-bridge Claim Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get str…	—	○ ⏳	—	N/A	N/A	—	—	—
46681	Kela MCP Server Claim Enables AI assistants to answer questions about Finnish social benefits (Kela) …	—	○ ⏳	—	—	—	—	—	—
46682	Join Microsoft 365 MCP Server Claim Enables AI assistants to seamlessly interact with Microsoft 365 services throug…	—	○ ⏳	—	N/A	N/A	—	—	—
46683	XCS221 Course Guide MCP Server Claim Helps AI agents answer XCS221 course logistics questions (e.g., deadlines, paci…	—	○ ⏳	—	—	—	—	—	—
46684	Spark MCP Optimizer Claim An MCP server that optimizes Apache Spark code using Claude AI, providing intel…	—	○ ⏳	—	—	—	—	—	—
46685	Graphiti MCP Demo Claim Enables AI agents to build real-time knowledge graphs using Zep's Graphiti memo…	—	○ ⏳	—	—	—	—	—	—
46686	debate-hall-mcp Claim Enables structured multi-perspective debates with Wind (explore), Wall (constra…	—	○ ⏳	—	—	—	—	—	—
46687	linkguard-mcp Claim 1 Backlink tools for AI assistants: redirect, Google index, and backlink health c…	—	○	—	N/A	N/A	—	69	—
46688	ActiveDirectoryMCP Claim A comprehensive MCP server for managing Active Directory environments through L…	—	○ ⏳	—	—	—	—	—	—
46689	HiveServer2 MCP Claim 1 A MCP server that allows users to interact with HiveServer2 through an API inte…	—	○ ⏳	—	N/A	N/A	—	95	—
46690	mcp-discord-bridge Claim Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…	—	○ ⏳	—	N/A	N/A	—	95	—
46691	cloudwatch-mcp Claim Provides AI assistants with read-only access to AWS CloudWatch Logs for product…	—	○ ⏳	—	N/A	N/A	—	—	—
46692	Mevoric Claim Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …	—	○ ⏳	—	—	—	—	—	—
46693	changegamer Claim Agent-first resource directory for AI agents: protocols, security, RAG, memory,…	—	○ ⏳	—	—	—	—	—	—
46694	mcp-server Claim AI-powered email & WhatsApp for teams — manage your shared inbox from Claude, C…	—	○ ⏳	—	N/A	N/A	—	—	—
46695	mcp-student-leave-copilot-ab Claim Manages student leave requests and approvals, integrated with GitHub Copilot fo…	—	○ ⏳	—	N/A	N/A	—	—	—
46696	Fish Audio MCP Server Claim Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…	—	○ ⏳	—	—	—	—	—	—
46697	CrispASR Agent Transcriber Claim Transcribe and understand local audio/video with CrispASR and local models only.	—	○ ⏳	—	N/A	N/A	—	—	—
46698	mcp-zenodo Claim A comprehensive MCP server for interacting with Zenodo records, enabling search…	—	○ ⏳	—	—	—	—	—	—
46699	chart-context Claim Read-only MCP server: AI agents read your live MyLinedChart desktop chart conte…	—	○ ⏳	—	N/A	N/A	—	—	—
46700	data_sync_mcp Claim An MCP server optimized for user profile and audience data synchronization task…	—	○ ⏳	—	N/A	N/A	—	—	—

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