MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 1 hour, 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 63001 |
narajangteo-opening
Claim
Wraps the Korean Public Procurement Service's bid award information API, enabli…
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| 63002 |
ItchWPMCP
Claim
Local MCP server for Codex/Claude to query and edit WordPress content through t…
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| 63003 |
Enables LLMs to extract YouTube video transcripts with timestamps, metadata, an…
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| 63004 |
MySQL MCP Server
Claim
Enables executing SQL queries against a MySQL database via MCP, returning resul…
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| 63005 |
claude-slack-bridge
Claim
Enables Claude Code to pause and ask questions via Slack, and allows running Cl…
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| 63006 |
GroundMemory
Claim
An MCP-native, local-first memory server that gives AI agents persistent, struc…
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| 63007 |
Provides comprehensive computer control capabilities including mouse and keyboa…
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| 63008 |
mcp-grep
Claim
A grep server implementation that exposes grep functionality through the Model …
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| 63009 |
A lightweight MCP server for intelligent, non-invasive analysis of Obsidian vau…
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| 63010 |
An MCP server that splits PDFs by chapters/sections and reads them in Claude-fr…
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| 63011 |
OpenWrt MCP Controller
Claim
Enables management and control of OpenWrt devices via a simple API, including r…
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| 63012 |
contacts-mcp
Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
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| 63013 |
AOJ Workbench
Claim
Private remote HTTP MCP server that provides a unified endpoint to interact wit…
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| 63014 |
Retrieval-grounded prompt refinement engine that repairs and polishes prompts v…
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| 63015 |
zandronum-mcp
Claim
Enables AI assistants to interact with the Zandronum game engine for developmen…
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| 63016 |
ltchiptool-mcp
Claim
Enables chip-level firmware extraction and analysis for BK7231 family IoT devic…
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| 63017 |
Verifiable Korea-specific judgment for AI agents — Go/Conditional/Hold verdicts…
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| 63018 |
cerase-search MCP
Claim
Enables web search and deep multi-source research for Cerase agents via LiteLLM…
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| 63019 |
Deep Research MCP Server
Claim
Provides semantic search and document retrieval via OpenAI Vector Store API, ex…
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| 63020 |
confluence-rag-mcp
Claim
Retrieves indexed Confluence pages via semantic search, returning chunks, citat…
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| 63021 |
Dexcom MCP Server
Claim
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
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| 63022 |
MyArxivDB_MCP
Claim
Organizes personal research papers by crawling arXiv metadata, embedding abstra…
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| 63023 |
investor-lens-mcp
Claim
Provides educational US market analysis by combining exchange rates, stock snap…
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| 63024 |
inline-claude
Claim
Allows invoking Claude in Telegram chats via inline mentions or business bot, w…
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| 63025 |
Anamnesis MCP
Claim
Provides AI coding agents with persistent, traceable memory across projects by …
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| 63026 |
shadcn-registry-mcp
Claim
A secure MCP server that gives AI coding assistants direct access to the shadcn…
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| 63027 |
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
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| 63028 |
OKX MCP Console v2.0
Claim
Unified MCP console for OKX's full ecosystem, integrating CEX, onchain, predict…
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| 63029 |
mcp-google-tasks
Claim
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
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| 63030 |
mcp-feeds
Claim
Provides tools to list, read, and fetch RSS/Atom feeds, with curated categories…
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| 63031 |
FastMCP Server
Claim
A production-ready MCP server with demo tools (calculator, web search, web fetc…
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| 63032 |
gmap
Claim
Enables resolving places from URLs or text, confirming candidates, and saving t…
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| 63033 |
OHIP MCP Server
Claim
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
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| 63034 |
Sellfox MCP
Claim
Enables AI assistants to query and analyze Amazon seller data from Sellfox, inc…
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| 63035 |
API易 MCP Server
Claim
Enables Gemini-powered multimodal analysis (video, audio, image, documents), Go…
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| 63036 |
nix-agent
Claim
A local MCP server for trusted NixOS automation that enables inspecting files, …
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| 63037 |
ADB MCP Server
Claim
Inspect, manage, debug, and run commands on connected Android devices and emula…
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| 63038 |
Geniuz
Claim
Geniuz stores everything in a local database locally on Mac, Windows, Linux, Ra…
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| 63039 |
Enables AI assistants to coordinate with teammates and agents via Clink, suppor…
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| 63040 |
mcp-captcha-solver
Claim
Provides browser automation and reCAPTCHA v2 solving tools for AI agents, integ…
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| 63041 |
weather-mcp-server
Claim
A weather query MCP server based on FastMCP, supporting Chinese city names and …
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| 63042 |
ETABS MCP Server
Claim
Connects AI assistants to CSI ETABS for structural engineering tasks, enabling …
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| 63043 |
MySQL MCP Server
Claim
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
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| 63044 |
MuleSoft Code MCP
Claim
Remote MCP server for MuleSoft APIs that enables agents to discover operations …
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| 63045 |
Spica MCP Server
Claim
MCP server that enables AI agents to interact with Spica servers, managing data…
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| 63046 |
Weather MCP Server
Claim
A sample MCP server that provides weather alerts and forecasts using the Nation…
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| 63047 |
mql5-help-mcp
Claim
Provides AI coding assistants with local access to 4500+ MQL5 documentation fil…
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| 63048 |
microsoft-todo-safe-mcp
Claim
Enables safe AI-assisted cleanup of Microsoft To Do tasks with backup, preview,…
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| 63049 |
t212-mcp-server
Claim
Provides read-only access to Trading 212 accounts, enabling AI assistants to re…
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| 63050 |
Meshy MCP Server
Claim
Enables AI agents to create, manage, and download 3D models, textures, images, …
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