MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50151 |
Provides backtesting-compliant financial data including company financials, his…
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| 50152 |
digihub-mcp
Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
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| 50153 |
Free AI visibility (GEO/AEO) audit: can ChatGPT, Claude and Perplexity find and…
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| 50154 |
Saudi Arabia payments for AI agents — mada / STC Pay via Tap Payments. Never ho…
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| 50155 |
Recao
Claim
Rank a competitor's EU App Store ads by longevity. From Apple's official Ad Rep…
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| 50156 |
virtuoso-skill-mcp
Claim
Enables natural language interaction with Cadence Virtuoso SKILL via Claude Cod…
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| 50157 |
mcp-server
Claim
Read-only MCP server for wealthAPI: portfolio, cash-flow, and dividend insights…
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| 50158 |
github-mcp-server
Claim
Provides GitHub API tools (repo info, open PRs, latest release) via FastMCP, ea…
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| 50159 |
Qwen3 MCP Server
Claim
A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full codi…
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| 50160 |
NarrateAI
Claim
Stop recording your voice. NarrateAI adds professional voiceover to silent scre…
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| 50161 |
mcp-server-deepseek
Claim
A Model Context Protocol (MCP) server that provides access to DeepSeek-R1's rea…
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| 50162 |
Perplexity Server
Claim
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
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| 50163 |
pinterest-mcp-server
Claim
Enables AI agents to interact with the Pinterest API, allowing management of bo…
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| 50164 |
mcp-azure-confluence
Claim
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| 50165 |
roon-mcp
Claim
MCP server to control the Roon music player, enabling AI agents to search music…
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| 50166 |
MCPing
Claim
Enables AI assistants to send desktop notifications on macOS with rich formatti…
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| 50167 |
Houdini MCP Server
Claim
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
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| 50168 |
commands-mcp
Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
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| 50169 |
agentbank-merchant-mcp
Claim
Merchant-side MCP server for agentbank that lets merchants read their own order…
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| 50170 |
Enmask MCP Server
Claim
Enables AI assistants to interact with Enmask data masking tool via MCP tools f…
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| 50171 |
queue-inspector-mcp
Claim
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
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| 50172 |
a2n-easyeda-mcp
Claim
Enables MCP clients to control EasyEDA Pro for schematic and PCB design through…
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| 50173 |
QSimHealth
Claim
Healthcare staffing simulator — ED, walk-in clinic, and appointment office DES …
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| 50174 |
Azure FinOps cost optimization for Claude Code: idle resources, rightsizing, re…
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| 50175 |
cloud-support-mcp
Claim
MCP server for Google Cloud Support API v2. Provides tools for managing Google …
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| 50176 |
IntelliDiff MCP Server
Claim
Enables intelligent file and folder comparison with advanced text normalization…
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| 50177 |
MCP Weather Service
Claim
A weather service built using Model-Context-Protocol (MCP) that provides curren…
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| 50178 |
TS Hover MCP
Claim
A standalone MCP server that provides TypeScript type inference and hover infor…
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| 50179 |
IDMS Identity SQL MCP
Claim
Enables SQL-based identity lookups for IDMS systems, supporting search by accou…
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| 50180 |
qmcp
Claim
Semantic search server for code and documentation using Qdrant vector database.…
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| 50181 |
sp-devcontrol
Claim
Local governance layer for AI-assisted development, providing human authorizati…
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| 50182 |
Business Helper
Claim
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
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| 50183 |
inkscape_mcp
Claim
MCP server that lets AI agents drive Inkscape — interactively alongside the GUI…
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| 50184 |
pixalate_open_mcp
Claim
Enables AI assistants to query Pixalate's analytics, fraud detection, and enric…
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| 50185 |
ddg--mcp6
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 50186 |
mcp-snowflake
Claim
A Model Context Protocol server that connects to Snowflake databases and execut…
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| 50187 |
wiki-search-mcp
Claim
A zero-config personal knowledge management MCP server that enables Claude Desk…
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| 50188 |
Enables autonomous trading on Polymarket prediction markets using natural langu…
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| 50189 |
그때 뭐랬지?
Claim
A personal memory MCP server that stores and retrieves conversation memories, e…
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| 50190 |
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
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| 50191 |
Claude to Gemini CLI MCP
Claim
An MCP server that lets Claude query Google's Gemini CLI as a sub-agent. Get se…
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| 50192 |
camofox-browser-mcp
Claim
MCP server for controlling a local camofox-browser instance, enabling LLM agent…
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| 50193 |
An MCP server that enables AI agents like Claude to capture screen screenshots …
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| 50194 |
japan-seasons
Claim
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
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| 50195 |
Funplay Unreal MCP
Claim
stdio bridge for the local Unreal Editor MCP server from FunplayAI/funplay-unre…
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| 50196 |
Friday Seller Tools
Claim
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid v…
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| 50197 |
workspace
Claim
Floreal Holidays Belgium: live prices and availability; staff sign in for group…
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| 50198 |
OTC Pricing MCP Server
Claim
An open-source Model Context Protocol (MCP) server for the Open Telekom Cloud (…
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| 50199 |
Enables querying a local health knowledge base with hybrid RAG (vector + FTS5) …
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| 50200 |
Argentina Data
Claim
Real-time Argentine open data: dollar rates, BCRA, INDEC, AFIP, INFOLEG, SEPA p…
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