MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 2 hours, 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51101 |
contacts-mcp
Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
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| 51102 |
AOJ Workbench
Claim
Private remote HTTP MCP server that provides a unified endpoint to interact wit…
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| 51103 |
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
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| 51104 |
sf-symbol-mcp
Claim
Enables coding agents to query real SF Symbol names from the local SF Symbols a…
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| 51105 |
Jira MCP Server
Claim
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
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| 51106 |
Groq MCP Server
Claim
Enables lightning-fast inference using Groq models through MCP clients, support…
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| 51107 |
Enables AI agents to manage Google Tag Manager accounts, containers, workspaces…
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| 51108 |
zandronum-mcp
Claim
Enables AI assistants to interact with the Zandronum game engine for developmen…
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| 51109 |
Remember Me MCP Server
Claim
Enables persistent memory for Claude Desktop, allowing Claude to remember and r…
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| 51110 |
Agnes AI MCP Server
Claim
Enables text-to-image and text-to-video generation via the Agnes AI API, with s…
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| 51111 |
Research MCP Server
Claim
Enables searching and managing academic papers from arXiv with tools, resources…
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| 51112 |
ltchiptool-mcp
Claim
Enables chip-level firmware extraction and analysis for BK7231 family IoT devic…
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| 51113 |
zoom-mcp-server
Claim
MCP server for managing Zoom meetings, enabling creation, update, deletion, and…
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| 51114 |
gemini-search-mcp
Claim
Free, unlimited web search MCP server powered by Google AI Mode (Gemini) withou…
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| 51115 |
Archiet
Claim
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabili…
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| 51116 |
RunWhen Platform MCP
Claim
Lets your coding agent talk to the RunWhen platform — workspace chat, issues, S…
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| 51117 |
MCP SSE Proxy
Claim
Bridges STDIO-based MCP clients with SSE-based MCP servers, allowing applicatio…
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| 51118 |
obsidian-hybrid-search
Claim
MCP server that indexes Obsidian notes and enables hybrid search (full-text, fu…
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| 51119 |
cerase-search MCP
Claim
Enables web search and deep multi-source research for Cerase agents via LiteLLM…
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| 51120 |
twikit-mcp
Claim
An MCP server for interacting with Twitter/X using browser cookies without an A…
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| 51121 |
mcp-toolkit
Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
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| 51122 |
Dexcom MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
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| 51123 |
MyArxivDB_MCP
Claim
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
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| 51124 |
investor-lens-mcp
Claim
Provides educational US market analysis by combining exchange rates, stock snap…
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| 51125 |
Anamnesis MCP
Claim
Provides AI coding agents with persistent, traceable memory across projects by …
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| 51126 |
shadcn-registry-mcp
Claim
A secure MCP server that gives AI coding assistants direct access to the shadcn…
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| 51127 |
inline-claude
Claim
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
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| 51128 |
MongoDB MCP Server
Claim
A Model Context Protocol server that enables Claude to interact with MongoDB da…
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| 51129 |
state-bridge-mcp
Claim
Bridges Zustand stores over WebSocket, enabling MCP-capable AI to inspect and m…
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| 51130 |
Memora
Claim
A local, persistent, semantically-aware knowledge graph for AI coding agents li…
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| 51131 |
n8n MCP Server
Claim
MCP server for managing n8n workflows and executions. Enables listing, activati…
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| 51132 |
Cyprus payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
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| 51133 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 51134 |
mcp-feeds
Claim
Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories…
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| 51135 |
FastMCP Server
Claim
A production-ready MCP server with demo tools (calculator, web search, web fetc…
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| 51136 |
gmap
Claim
Enables resolving places from URLs or text, confirming candidates, and saving t…
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| 51137 |
API易 MCP Server
Claim
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
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| 51138 |
Bloghunch MCP Server
Claim
Connects AI assistants to Bloghunch publications for automating content creatio…
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| 51139 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 51140 |
mcp-captcha-solver
Claim
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
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| 51141 |
nix-agent
Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
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| 51142 |
ADB MCP Server
Claim
Inspect, manage, debug, and run commands on connected Android devices and emula…
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| 51143 |
weather-mcp-server
Claim
A weather query MCP server based on FastMCP, supporting Chinese city names and …
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| 51144 |
weather-mcp
Claim
Provides US weather alerts by state and forecasts by coordinates using the Nati…
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| 51145 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 51146 |
devicecloud
Claim
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
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| 51147 |
Weather MCP Server
Claim
A sample MCP server that provides weather alerts and forecasts using the Nation…
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| 51148 |
WooCommerce MCP Server
Claim
Enables AI agents to manage WooCommerce stores, including products, orders, cus…
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| 51149 |
t212-mcp-server
Claim
Provides read-only access to Trading 212 accounts, enabling AI assistants to re…
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| 51150 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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