MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30801 |
Access Taiwan CWA weather data and forecasts for all counties and cities
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| 30802 |
plausible-mcp-server
Claim
MCP server for Plausible Analytics — privacy-friendly web analytics. 12 tools f…
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| 30803 |
music-assistant-mcp-plus
Claim
A comprehensive MCP server that enables AI assistants to control music playback…
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| 30804 |
Tunova
Claim
Generate music with Suno (v5.5) from any MCP client — async, and billed only on…
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| 30805 |
powerbi-mcp
Claim
Enables discovery of Power BI workspaces and datasets, retrieval of semantic mo…
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| 30806 |
contabo-mcp
Claim
Enables full operational control over Contabo VPS/VDS infrastructure through na…
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| 30807 |
Kingbase MCP Server
Claim
A Cursor-integrated MCP server for Kingbase (人大金仓) databases, enabling schema q…
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| 30808 |
mindkeg-mcp
Claim
Helps AI coding agents remember what they learn across sessions by storing and …
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| 30809 |
vito-mcp
Claim
MCP server wrapping the full VitoDeploy REST API to manage projects, servers, s…
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| 30810 |
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
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| 30811 |
Text to Speech
Claim
Open-source local Windows text-to-speech through SAPI; no API key or cloud serv…
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| 30812 |
MineCode MCP
Claim
MineCode is a local MCP server that provides AI assistants with real-time acces…
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| 30813 |
Godot MCP Server
Claim
A Model Context Protocol server that enables AI assistants to manage and intera…
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| 30814 |
media-mcp
Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
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| 30815 |
Meta Council
Claim
Multi-expert decision intelligence with transparent synthesis and auditable wor…
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| 30816 |
LeyChile MCP
Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
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| 30817 |
AgentRecall
Claim
Persistent, compounding memory for AI agents across sessions. Uses the Intellig…
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| 30818 |
MCP-Memory-LanceDB-Pro
Claim
A full-featured long-term memory system for Claude Code that persistently store…
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| 30819 |
gdb-mcp
Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
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| 30820 |
Weather MCP Server
Claim
Provides weather information and time utilities for AI assistants, enabling the…
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| 30821 |
A Model Context Protocol server that enables Claude to help developers implemen…
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| 30822 |
Latvia payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
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| 30823 |
Apple MCP
Claim
Enables AI agents to access iCloud Calendar, Reminders, and Mail with configura…
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| 30824 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 30825 |
mcpify
Claim
Turns any OpenAPI specification into a fully working MCP server with a single c…
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| 30826 |
Delvyn Studio
Claim
Connect AI assistants to your product operating model — OKRs, strategy, and dis…
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| 30827 |
env-manager-ai-mcp
Claim
env-manager-ai-mcp MCP server by MEOK AI Labs
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| 30828 |
Create and manage forms, collect submissions — a headless form builder powered …
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| 30829 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 30830 |
Provides web search and content fetching capabilities using DuckDuckGo, with ra…
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| 30831 |
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
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| 30832 |
Fetch MCP Server
Claim
Fetches web content and returns it in HTML, JSON, plain text, or Markdown forma…
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| 30833 |
Enables conversion between multiple document formats including Markdown, HTML, …
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| 30834 |
AgentVault MCP Server
Claim
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
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| 30835 |
An AI-powered documentation navigator that enables intelligent search, summariz…
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| 30836 |
M365 MCP
Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
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| 30837 |
InfoLang Memory
Claim
InfoLang semantic memory MCP — investigate, memorize, and recall compressed age…
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| 30838 |
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
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| 30839 |
Vlk MemAct
Claim
Stateful memory for AI agents. Temporal awareness, error loop detection, and pr…
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| 30840 |
crm-ai-mcp
Claim
crm-ai-mcp MCP server by MEOK AI Labs
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| 30841 |
novai-mcp-server
Claim
Read-only MCP server for querying the live NOVAI blockchain over its public JSO…
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| 30842 |
py-har-mcp
Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
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| 30843 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 30844 |
ArvanCloud MCP Server
Claim
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
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| 30845 |
tushare-mcp-http
Claim
A MCP server that provides HTTP-based access to Tushare financial data, enablin…
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| 30846 |
Modular RAG MCP Server
Claim
A modular RAG (Retrieval-Augmented Generation) service framework with pluggable…
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| 30847 |
PRD Creator MCP Server
Claim
Enables AI systems to generate detailed, well-structured Product Requirements D…
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| 30848 |
WeatherSafetyOS MCP
Claim
Provides personalized weather safety alerts and actions based on location, occu…
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| 30849 |
news-dashboard
Claim
Enables AI agents to read RSS/BlueSky feeds, clip and summarize articles, save …
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| 30850 |
DevDrops
Claim
DevDrops is a universal MCP server exposing multiple production data tools acro…
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