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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
62551	agentic-patterns Claim Exposes the Agentic Patterns Catalog as MCP resources and tools for AI coding a…	—	○ ⏳	—	—	—	—	—	—
62552	Branch Diagnostics MCP Claim An MCP server that enables AI assistants to diagnose network and service proble…	—	○ ⏳	—	—	—	—	—	—
62553	harpa Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62554	Jira MCP Server Claim Enables AI agents to interact with Jira Cloud, including listing boards and iss…	—	○ ⏳	—	—	—	—	—	—
62555	tickiti-mcp Claim An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …	—	○ ⏳	—	—	—	—	—	—
62556	JobSpy MCP Server Claim Enables job search and scraping across multiple job boards (LinkedIn, Indeed, G…	—	○ ⏳	—	—	—	—	—	—
62557	Icon MCP Server Claim Provides unified search across multiple icon libraries with fuzzy search, cachi…	—	○ ⏳	—	—	—	—	—	—
62558	caseware-ai-procurement-knowledge-platf… Claim Enables AI assistants to retrieve, search, and compare procurement documents us…	—	○ ⏳	—	N/A	N/A	—	—	—
62559	frameshot Claim Enables AI agents to render and screenshot isolated UI components instantly acr…	—	○ ⏳	—	N/A	N/A	—	—	—
62560	mcp-lab-agent Claim Autonomous QA testing MCP server that analyzes, fixes, and learns from test fai…	—	○ ⏳	—	N/A	N/A	—	—	—
62561	GitBridge Claim Enables AI assistants to analyze GitHub repositories, including fetching reposi…	—	○ ⏳	—	—	—	—	—	—
62562	Context Pilot Claim MCP server providing persistent, searchable memory management for AI workflows,…	—	○ ⏳	—	—	—	—	—	—
62563	Pipeline Assistant MCP Claim An MCP server that automates CI/CD pipeline creation, analysis, and security en…	—	○ ⏳	—	—	—	—	—	—
62564	hevymcp2 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62565	3dstreet Claim Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…	—	○ ⏳	—	N/A	N/A	—	—	—
62566	vibsync Claim One shared brain for your AI coding agents: team memory, agent Q&A, tasks, and …	—	○ ⏳	—	—	—	—	—	—
62567	MCP Qdrant Semantic Search Claim Enables Claude to store and retrieve information with semantic search using Qdr…	—	○ ⏳	—	—	—	—	—	—
62568	cloud-command Claim Enables LLMs to create, destroy, and manage AWS EC2 instances, including runnin…	—	○ ⏳	—	—	—	—	81	—
62569	Maven Decoder MCP Server Claim A comprehensive MCP server for analyzing Maven jar files in the local repositor…	—	○ ⏳	—	N/A	N/A	—	—	—
62570	magika-mcp Claim Enables AI-powered file type detection using Google Magika, identifying file ty…	—	○ ⏳	—	N/A	N/A	—	—	—
62571	mcp-india-stack Claim	—	○ ⏳	—	N/A	N/A	—	95	—
62572	ERPNext MCP Server Claim A comprehensive MCP server for ERPNext providing generic, doctype-agnostic acce…	—	○ ⏳	—	—	—	—	—	—
62573	MCP Mix Server Claim A tutorial implementation MCP server that enables analysis of CSV and Parquet f…	—	○ ⏳	—	N/A	N/A	—	95	—
62574	qq-mcp-server Claim A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…	—	○ ⏳	—	—	—	—	—	—
62575	Zen MCP Server Claim Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …	—	○ ⏳	—	N/A	N/A	—	95	—
62576	Caseware Procurement Document MCP Server Claim Enables AI agents to search, retrieve, and answer grounded questions over procu…	—	○ ⏳	—	N/A	N/A	—	95	—
62577	aas-mcp Claim MCP server enabling AI assistants to perform full CRUD operations on Asset Admi…	—	○ ⏳	—	—	—	—	—	—
62578	Scoring Engine MCP Server Claim Provides programmatic access to all Scoring Engine API functionality for managi…	—	○ ⏳	—	—	—	—	—	—
62579	MCP SQL Server Gateway Claim Enterprise-safe MCP server that enables Claude Enterprise to access approved on…	—	○ ⏳	—	—	—	—	—	—
62580	l402-search-mcp Claim Provides a pay-per-query web search tool for AI agents via Lightning Network sa…	—	○ ⏳	—	—	—	—	—	—
62581	oilpriceapi Claim Real-time oil, gas, and commodity prices for Brent, WTI, natural gas, and 40+ c…	—	○ ⏳	—	N/A	N/A	—	83	—
62582	Deftship MCP Server Claim Enables AI clients to quote, ship, track, void, and manage shipments via the De…	—	○ ⏳	—	—	—	—	—	—
62583	MCP Utility Kit Claim Provides utility tools including random jokes, current weather, and name-based …	—	○ ⏳	—	—	—	—	—	—
62584	FlightDB Claim FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfilte…	—	○ ⏳	—	—	—	—	—	—
62585	kie-mcp Claim MCP for kie.ai: 45+ image, 70+ video, 20+ audio models with model intelligence	—	○ ⏳	—	N/A	N/A	—	—	—
62586	Trasty API Integration Server Claim Integrate the Trasty API with your agents to access monthly usage data seamless…	—	○ ⏳	—	—	—	—	81	—
62587	Love Oracle — Tarot Claim Tarot card meanings for love, and answers to the most-asked love questions, in …	—	○ ⏳	—	—	—	—	—	—
62588	docker-wts-build Claim 2 Schedule Docker builds via Windows Task Scheduler — survives VS Code terminal t…	—	○	—	N/A	N/A	—	81	—
62589	Attio MCP Server Claim Provides tools to interact with the Attio API, enabling management of resources…	—	○ ⏳	—	N/A	N/A	—	—	—
62590	ai-brain Claim Enables AI assistants like Claude and Codex to read, write, search, and travers…	—	○ ⏳	—	—	—	—	—	—
62591	Remote Math MCP Server Claim A Cloudflare Workers-hosted MCP server that provides basic mathematical operati…	—	○ ⏳	—	—	—	—	81	—
62592	sarvam-tools Claim An MCP server providing tools for speech-to-text, translation, language detecti…	—	○ ⏳	—	N/A	N/A	—	—	—
62593	claude-usage-mcp Claim Reports your Claude subscription usage (5-hour and weekly limits) with a foreca…	—	○ ⏳	—	N/A	N/A	—	—	—
62594	ExD Accelerator MCP Server Claim AI-native Experience Decisioning lifecycle automation for Adobe Journey Optimiz…	—	○ ⏳	—	—	—	—	—	—
62595	mcp-chainladder Claim Enables to perform actuarial chain-ladder reserving calculations, including IBN…	—	○ ⏳	—	N/A	N/A	—	—	—
62596	mcp-seo-auditor Claim MCP server for on-page SEO auditing and JSON-LD schema validation, providing to…	—	○ ⏳	—	—	—	—	—	—
62597	data-centrevaldeloire Claim Enables AI agents to search, query, and explore datasets from the Centre-Val de…	—	○ ⏳	—	—	—	—	—	—
62598	mcp-gera-nexus Claim GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …	—	○ ⏳	—	N/A	N/A	—	95	—
62599	spherical-memory-mcp Claim Enables AI agents to store and recall memories in a spherical coordinate space …	—	○ ⏳	—	N/A	N/A	—	—	—
62600	ast-editor Claim AST-targeted code editing MCP server with 28 surgical tools for structural edit…	—	○ ⏳	—	N/A	N/A	—	—	—

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