MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54101 |
An MCP server that enables AI agents like Claude to capture screen screenshots …
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| 54102 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
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| 54103 |
Funplay Unreal MCP
Claim
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
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| 54104 |
Friday Seller Tools
Claim
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid v…
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| 54105 |
workspace
Claim
Floreal Holidays Belgium: live prices and availability; staff sign in for group…
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| 54106 |
OTC Pricing MCP Server
Claim
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
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| 54107 |
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
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| 54108 |
Argentina Data
Claim
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
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| 54109 |
sight-mcp
Claim
A powerful MCP server that brings AI vision capabilities to Claude Desktop. Ana…
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| 54110 |
eq-reference-mcp
Claim
MCP server for searching, browsing, solving, and interpolating engineering equa…
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| 54111 |
SolidWorks MCP Server
Claim
Enables natural language control of SolidWorks 2024 through MCP, providing 87 t…
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| 54112 |
cpf-validador
Claim
Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 54113 |
pr-mcp-server
Claim
MCP server to automate Pull Request creation with AI. Analyzes Git branches, ge…
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| 54114 |
jp-business-calendar-mcp
Claim
Enables AI assistants to perform Japanese business calendar calculations includ…
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| 54115 |
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
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| 54116 |
Search, compare & filter 102,191 European car variants — 180 specs, 19 language…
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| 54117 |
mcp
Claim
Discover, inspect and call ranked external data & tool APIs with unified billin…
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| 54118 |
mcp-rag-assistant
Claim
MCP server that provides 8 local RAG tools using LlamaIndex and Ollama, enablin…
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| 54119 |
catalyst-edge-mcp
Claim
Audited SEC catalyst signals for agents — ranked filing intel with a public tra…
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| 54120 |
TradePilot MCP Server
Claim
A production-grade MCP server that integrates Polygon.io market data with an 18…
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| 54121 |
Enables Claude to analyze a player's public FACEIT CS2 data, diagnose strengths…
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| 54122 |
calculator-mcp-test
Claim
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| 54123 |
Homerun ATS MCP Server
Claim
MCP server that connects AI agents to Homerun, an applicant tracking system. En…
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| 54124 |
cloud-security-scanner
Claim
Cloud security scanning tools for AI agents. 7 purpose-built AWS scanners that…
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| 54125 |
mcp-m365-mgmt
Claim
Enables AI assistants and automation tools to manage Microsoft 365, Entra ID, a…
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| 54126 |
Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool por…
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| 54127 |
Enables AI agents to search and retrieve information about KTO-certified medica…
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| 54128 |
skip-hire-ai-mcp
Claim
UK Waste Carrier Registration, EA waste codes, hazardous waste consignment note…
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| 54129 |
Premium Flutter UI components for AI coding agents. 46 widgets, 3 themes, light…
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| 54130 |
Jinike AI MCP Server
Claim
Connects Claude to email, calendar, and tasks via Jinike AI, enabling inbox rea…
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| 54131 |
MCP server for WHMCS — 73 tools, 10 resources, 8 prompts, simulate mode, rate l…
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| 54132 |
AL MCP Server
Claim
Provides AI assistants with complete visibility into AL dependencies and symbol…
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| 54133 |
RunPod Image MCP Server
Claim
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
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| 54134 |
QA Automation MCP Server
Claim
An AI-powered QA automation tool that crawls web pages, generates Playwright-ba…
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| 54135 |
A demonstration MCP server that simulates server management actions for Contabo…
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| 54136 |
Enables users to explore and manage banking card features including product dis…
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| 54137 |
ultrahuman
Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
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| 54138 |
Remogram
Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
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| 54139 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 54140 |
MCP Memory
Claim
Enables AI assistants to remember and retrieve user information across conversa…
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| 54141 |
bernstein
Claim
Declarative agent orchestration for engineering teams
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| 54142 |
Japan Operations OS for AI agents — 14 knowledge domains, 31 tools via REST+MCP.
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| 54143 |
Earth-2 Elevation MCP
Claim
Local stdio MCP server for Open-Elevation single, batch, and profile lookups.
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| 54144 |
snowflake-mcp
Claim
Enables LLMs to directly query and interact with Snowflake databases, supportin…
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| 54145 |
ai-provider-status
Claim
Cloudflare Workers MCP server: ai-provider-status
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| 54146 |
Ultrahuman MCP Server
Claim
Enables fetching health and fitness metrics from the Ultrahuman API, including …
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| 54147 |
Deterministic Canadian CCPC rate stack: small business deduction and grinds, Pa…
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| 54148 |
RongCloud MCP Server
Claim
Enables AI assistants to manage RongCloud instant messaging services, including…
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| 54149 |
web-gui-mcp
Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
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| 54150 |
Project Brain MCP
Claim
An MCP server that reads any codebase (GitHub repo or local folder) and explain…
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