MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64751 |
Postal address validation API for AI agents. Parse and validate addresses world…
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| 64752 |
rubyui-mcp
Claim
Provides AI assistants with access to RubyUI component library documentation, i…
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| 64753 |
PSYCHO-Py800MCP
Claim
MCP bridge integrating oscilloscopes, logic analyzers, and cameras for AI-drive…
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| 64754 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 64755 |
substack-mcp
Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
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| 64756 |
google-drive-mcp-server
Claim
Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives…
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| 64757 |
Lelly MCP Server
Claim
Connects Lelly.chat workspace with AI agents, offering tools for tasks, reminde…
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| 64758 |
OpenAIRE MCP Server
Claim
Enables AI assistants to explore the OpenAIRE Research Graph and ScholExplorer …
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| 64759 |
MCP server for Microsoft To Do that enables managing task lists, tasks, and che…
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| 64760 |
poke_discord
Claim
Enables interaction with Discord through natural language, including reading an…
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| 64761 |
trust-chain-mcp
Claim
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
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| 64762 |
mcp-gerarent
Claim
Property rental: search listings, check availability, book rentals. 50+ countri…
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| 64763 |
suggest-skills
Claim
An MCP server that generates skill manifests from GitHub skills directories and…
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| 64764 |
ERPNext MCP Server
Claim
A production-ready server that integrates ERPNext with AI assistants like Claud…
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| 64765 |
vscode-mcp-server
Claim
A portable MCP server enabling AI assistants to operate VS Code, including file…
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| 64766 |
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| 64767 |
Aizex MCP
Claim
Controls Aizex shared ChatGPT/Claude account pool via Playwright browser automa…
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| 64768 |
smithery
Claim
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| 64769 |
molon
Claim
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| 64770 |
devicecloud
Claim
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
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| 64771 |
MIND MCP Server
Claim
Enables AI agents to persist and retrieve memories via a personal knowledge gra…
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| 64772 |
simple-dynamsoft-mcp
Claim
MCP server that helps AI assistants generate accurate code and guidance for Dyn…
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| 64773 |
mcp-malwarebazaar
Claim
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
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| 64774 |
libre-mcp
Claim
MCP server for controlling LibreOffice (Writer and Calc) via the UNO API, enabl…
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| 64775 |
selenium-mcp
Claim
A production-ready MCP server that exposes Selenium 4 browser automation as MCP…
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| 64776 |
Test MCP
Claim
A minimal MCP server template for testing and development, providing example im…
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| 64777 |
mcp-server-routine-bot
Claim
Automates routine DevOps tasks like Jenkins builds and GitLab merge requests th…
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| 64778 |
ruckus-mcp
Claim
Enables monitoring and management of Ruckus Unleashed WiFi controllers, includi…
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| 64779 |
Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findi…
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| 64780 |
Playwright MCP
Claim
Provides browser automation capabilities using Playwright, allowing LLMs to int…
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| 64781 |
gandi-mcp
Claim
Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …
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| 64782 |
studio-signal
Claim
AI-powered media & entertainment intelligence — research, briefs, and market da…
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| 64783 |
Play ranked FluxDots matches against humans on a shared Elo ladder. Zero-depend…
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| 64784 |
wyoloservice2_mcp
Claim
Enables AI agents to connect to the NeuralForgeAI cluster for inspecting and co…
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| 64785 |
xugu-mcp
Claim
A Model Context Protocol server for XuguDB with full DDL/DML support, multi-LLM…
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| 64786 |
astro-mcp
Claim
High-precision astrology tools for LLM agents, including natal charts, transits…
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| 64787 |
research-hub
Claim
Research workspace for Zotero + Obsidian + NotebookLM. Search, ingest, sync, ve…
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| 64788 |
Live financial data MCP: FX, crypto, stocks, news, URL reader. x402 on Base: $0…
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| 64789 |
sei-mcp
Claim
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| 64790 |
nodeflare
Claim
Blockchain JSON-RPC on 23 EVM chains for AI agents - free tier, API key, or x40…
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| 64791 |
An MCP server that enables AI assistants to call weather tools, read resources,…
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| 64792 |
aide-memory
Claim
Persistent memory layer for AI coding agents — your agent remembers what you ta…
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| 64793 |
xhost
Claim
Agent-first hosting: create apps, commit code, deploy, get HTTPS URLs. OAuth si…
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| 64794 |
onehome-mcp
Claim
OneHome (CoreLogic) real-estate access for Claude — search, property details, p…
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| 64795 |
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
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| 64796 |
Horizun Revit MCP
Claim
Open-source MCP server for Autodesk Revit: typed BIM edits, families, exports a…
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| 64797 |
Yomio
Claim
Read Yomio expense, income, account, budget, and spending data in an MCP-compat…
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| 64798 |
opentable-mcp
Claim
MCP server for anonymous OpenTable restaurant discovery and availability checki…
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| 64799 |
X402 MCP
Claim
Enables micropayments for MCP tool invocations using the X402 payment protocol,…
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| 64800 |
F4 Crash Doctor
Claim
Fallout 4 crash log diagnosis tool for MCP clients. Analyzes crash logs, load o…
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