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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
54701	Zambia Payments (Flutterwave — mobile m… Claim Zambia payments for AI agents — mobile money via Flutterwave. Never holds funds.	—	○ ⏳	—	—	—	—	—	—
54702	4da-mcp-server Claim Dependency intelligence for AI agents. CVE scanning, health checks, upgrade pla…	—	○ ⏳	—	N/A	N/A	—	—	—
54703	scherlok Claim Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL…	—	○ ⏳	—	N/A	N/A	—	—	—
54704	docpull Claim DocPull v6 is a local-first MCP server that turns public web sources into cited…	—	○ ⏳	—	N/A	N/A	—	—	—
54705	MCP ML Monitor Claim Monitors ML models in production for data drift and performance degradation, pr…	—	○ ⏳	—	N/A	N/A	—	—	—
54706	mapwise-mcp Claim Send friendly, personalized greetings on demand. Generate quick salutations wit…	—	○ ⏳	—	N/A	N/A	—	95	—
54707	egovframe-scaffold-mcp Claim Enables AI tools to instantly scaffold eGovFrame projects using official templa…	—	○ ⏳	—	—	—	—	—	—
54708	mcp-x-intelligence Claim Search viral content on X/Twitter, analyze any account, get trending topics by …	—	○ ⏳	—	—	—	—	—	—
54709	SystemKernelMCP Claim Provides 180+ tools for full system control including terminal, Git, Docker, Ku…	—	○ ⏳	—	N/A	N/A	—	—	—
54710	reaper-daw-mcp-server Claim Enables AI-powered music production by integrating with REAPER DAW via MCP prot…	—	○ ⏳	—	N/A	N/A	—	—	—
54711	govee-mcp Claim Control a Govee BLE RGBIC LED strip from Claude (or any MCP client) over Blueto…	—	○ ⏳	—	N/A	N/A	—	—	—
54712	imagefeatures-mcp Claim An MCP server that provides classic computer vision feature extraction tools (c…	—	○ ⏳	—	N/A	N/A	—	—	—
54713	reframed-mcp Claim Tailors a resume to a job description by providing two voice-preserving version…	—	○ ⏳	—	—	—	—	—	—
54714	Wauldo Claim Stateless agentic tools over MCP: concept extraction, long-context, knowledge g…	—	○ ⏳	—	—	—	—	—	—
54715	nankai-trough-mcp Claim MCP server that surfaces cited official Japanese government data on Nankai Trou…	—	○ ⏳	—	N/A	N/A	—	—	—
54716	platform-eng-copilot Claim Enables platform engineering workflows via GitHub Copilot, including creating r…	—	○ ⏳	—	—	—	—	—	—
54717	fs-mcp Claim Hosted filesystem MCP server over HTTP with auth. Enables reading, writing, edi…	—	○ ⏳	—	—	—	—	—	—
54718	MOLIT Real Estate Transactions MCP Serv… Claim Enables natural language queries to retrieve Korean real estate transaction dat…	—	○ ⏳	—	—	—	—	—	—
54719	tiktok-mcp Claim MCP server for TikTok that enables searching videos, users, hashtags, and fetch…	—	○ ⏳	—	—	—	—	—	—
54720	redmine-mcp Claim Enables to interact with Redmine issues through the MCP protocol, allowing oper…	—	○ ⏳	—	N/A	N/A	—	—	—
54721	parsely-mcp Claim MCP server that enables AI assistants to query Parse.ly analytics for top posts…	—	○ ⏳	—	—	—	—	—	—
54722	etapa Claim Etapa is an AI cycling coach for beginners and returning riders. Most cycling a…	—	○ ⏳	—	—	—	—	81	—
54723	Lune Research Claim Search peer-reviewed papers and research methodology guidance from your AI agen…	—	○ ⏳	—	—	—	—	—	—
54724	readable-mcp Claim Converts any URL into clean, LLM-ready Markdown, text, or HTML with production-…	—	○ ⏳	—	—	—	—	—	—
54725	Hiito MCP Server Claim Enables AI assistants to query nearby parties, retrieve party details, and gene…	—	○ ⏳	—	—	—	—	—	—
54726	sip Claim The sip MCP (Model Context Protocol) integration provides a powerful way to aut…	—	○ ⏳	—	N/A	N/A	—	95	—
54727	fldigi-mcp Claim Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…	—	○ ⏳	—	—	—	—	—	—
54728	Jira Universal MCP Server Claim Provides a standardized interface for interacting with Jira's tools and service…	—	○ ⏳	—	—	—	—	—	—
54729	launchd-mcp Claim Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …	—	○ ⏳	—	N/A	N/A	—	95	—
54730	openqa-mcp Claim Enables interaction with openQA instances through the REST API, offering read t…	—	○ ⏳	—	—	—	—	—	—
54731	chuk-mcp-s3-bucket-manager Claim The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…	—	○ ⏳	—	—	—	—	—	—
54732	qucs-mcp Claim Enables MCP-compatible agents to generate Qucs circuit schematics, run simulati…	—	○ ⏳	—	N/A	N/A	—	—	—
54733	mailpal-mcp Claim Free email for AI agents with hardware attestation, real SMTP/IMAP/JMAP, and re…	—	○ ⏳	—	—	—	—	—	—
54734	mcp-zen-of-languages Claim Enables AI assistants and developers to analyze code for language-specific best…	—	○ ⏳	—	—	—	—	—	—
54735	imprint-mcp-server Claim Enables querying local meeting notes, calendar events, email metadata, and dail…	—	○ ⏳	—	N/A	N/A	—	—	—
54736	Qdrant Search MCP Claim An MCP server for semantic code search using Qdrant vector database, enabling n…	—	○ ⏳	—	—	—	—	—	—
54737	Cherry Studio Task Board Claim Provides Kanban, Gantt, list views, multi-project management, and archiving for…	—	○ ⏳	—	N/A	N/A	—	—	—
54738	Azure MCP Server Claim Provides tools for interacting with Azure services including Storage, Virtual M…	—	○ ⏳	—	—	—	—	—	—
54739	token-diet Claim An MCP server that reduces token usage by injecting graph-ranked repo maps, dec…	—	○ ⏳	—	N/A	N/A	—	—	—
54740	open-computer-use Claim MCP server that gives any LLM a managed Docker workspace with live browser, ter…	—	○ ⏳	—	—	—	—	—	—
54741	engagelab-sms-mcp Claim Enables AI assistants to send template-based SMS messages through EngageLab. Su…	—	○ ⏳	—	N/A	N/A	—	—	—
54742	Caramelo MCP Server Claim MCP server that exposes tools to query DulceGestion business data (orders, stoc…	—	○ ⏳	—	—	—	—	—	—
54743	ZCP Claim ZCP is a CLI with Zerops MCP that makes your agent a Zerops power-user. It runs…	—	○ ⏳	—	—	—	—	—	—
54744	DuckDuckGo MCP Server Claim A basic MCP server template with example tools for echoing messages and retriev…	—	○ ⏳	—	N/A	N/A	—	95	—
54745	dearhuman Claim Send e-cards to your human. The first store built for AI agents; free, no API k…	—	○ ⏳	—	—	—	—	—	—
54746	image-vision-mcp Claim A lightweight stdio MCP server that adds image understanding to AI coding assis…	—	○ ⏳	—	N/A	N/A	—	—	—
54747	MCP Hub Server Claim An app store for AI agents. Discover, search, and install 49+ MCP servers from …	—	○ ⏳	—	N/A	N/A	—	—	—
54748	autousers Claim Evaluate UX with AI personas and human raters directly from MCP-aware clients l…	—	○ ⏳	—	—	—	—	—	—
54749	beyond-mcp Claim An MCP server for Pangolin BEYOND laser software, providing 117 tools across 20…	—	○ ⏳	—	N/A	N/A	—	—	—
54750	multivon-mcp Claim MCP server that gives AI coding agents direct access to evaluation tools.	—	○ ⏳	—	—	—	—	—	—

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