MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 4 hours, 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 41201 |
genesys-memory
Claim
Open-source causal memory for AI agents: persistent, explainable, MCP-native me…
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| 41202 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 41203 |
ntis-mcp
Claim
MCP server for Korea's NTIS (National Science and Technology Information Servic…
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| 41204 |
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulu…
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| 41205 |
mcp-server-oci
Claim
Enables interaction with Oracle Cloud Infrastructure through the MCP protocol. …
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| 41206 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 41207 |
Coreflux MQTT MCP Server
Claim
Connects to a Coreflux MQTT broker and provides tools for managing Coreflux com…
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| 41208 |
GunStore-POS Admin MCP
Claim
MCP server that wraps the GunStore-POS Frappe REST API, enabling AI agents to m…
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| 41209 |
axonn-mcp
Claim
MCP server for Axonn, enabling access to US energy regulatory filings, real-tim…
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| 41210 |
DemoTool MCP Server
Claim
A modular MCP server that provides custom tools for AI assistants to interact w…
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| 41211 |
Optimist MCP Server
Claim
An intelligent code optimization MCP server that analyzes and improves codebase…
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| 41212 |
MCP server for integrating with Adobe Commerce and Magento REST API to manage p…
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| 41213 |
router-mcp
Claim
MCP server for monitoring and controlling WiFi routers (OpenWrt) via SSH, enabl…
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| 41214 |
MCP Color Picker
Claim
An interactive color picker that renders as a UI inside MCP-compatible hosts li…
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| 41215 |
DevToolkit MCP Server
Claim
Provides AI assistants with 28 developer tools across file, git, code analysis,…
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| 41216 |
soko-mcp
Claim
MCP server for East Africa commodity price intelligence — regional price compar…
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| 41217 |
Person enrichment API for AI agents. Enrich any email address into a full profe…
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| 41218 |
netcafe-translate
Claim
Translation that never breaks structure: .srt timings, i18n key trees, PDF layo…
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| 41219 |
Wireshark MCP Server
Claim
Enterprise network analysis platform that enables AI-powered packet analysis, t…
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| 41220 |
Alberta Tax Agent
Claim
An MCP server delivering Alberta tax accounting and law expertise, with 47 tool…
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| 41221 |
Task Planner MCP Server
Claim
Enables AI assistants to create, manage, and break down tasks into subtasks wit…
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| 41222 |
Warpcast MCP Server
Claim
Enables interaction with Warpcast (Farcaster) through Claude, allowing users to…
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| 41223 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
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| 41224 |
MCP server for Razorpay API.
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| 41225 |
StackGuide MCP
Claim
Dynamic context and active engineering workflow for AI coding assistants, enabl…
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| 41226 |
mcp-db-universal
Claim
A database-agnostic MCP server that enables natural language queries to your da…
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| 41227 |
obsidian-mcp
Claim
Self-hosted MCP server for Obsidian with semantic + full-text search over Postg…
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| 41228 |
Playwright MCP
Claim
Enables browser automation and web interaction through structured accessibility…
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| 41229 |
mcp-emailjs
Claim
An MCP server for EmailJS that enables AI agents to send emails, validate confi…
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| 41230 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 41231 |
MCP Server for agent and service discovery — register, search, rate, and manage…
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| 41232 |
vocab-voyage-mcp
Claim
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
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| 41233 |
Linear MCP Server
Claim
An MCP server that integrates with Linear's API, enabling users to manage issue…
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| 41234 |
proxmox-lab-mcp
Claim
Proxmox home lab management MCP server that enables Claude Code to manage Proxm…
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| 41235 |
glpi-mcp-server
Claim
Connects AI assistants to GLPI IT Service Management, enabling ticket managemen…
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| 41236 |
Rough Logic
Claim
Always free field math and reference for the trades.
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| 41237 |
nexonco-mcp
Claim
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| 41238 |
mcp111
Claim
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| 41239 |
SlimAtlas AI
Claim
An MCP server for lightweight browser automation using Lightpanda with Chrome f…
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| 41240 |
MOSS XiaoZhi MCP
Claim
Provides visual recognition and PTZ camera control for DIY MOSS (ESP32) smart a…
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| 41241 |
mcp-mfapi-india
Claim
Enables querying Indian mutual fund NAV data through MFAPI.in, providing net as…
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| 41242 |
Simple Ntfy MCP Server
Claim
A lightweight MCP server for sending push notifications via ntfy.sh, supporting…
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| 41243 |
Tattoo Feed
Claim
An MCP server that lets an LLM client browse and curate posts from a hand-picke…
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| 41244 |
otp-mcp
Claim
Enables querying self-hosted OpenTripPlanner for accurate transit routes via MC…
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| 41245 |
Globus MCP Server
Claim
Enables AI agents to perform federated data transfers and remote code execution…
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| 41246 |
Enables AI-powered web test automation with self-healing locators and automatic…
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| 41247 |
ai-security-gateway-mcp
Claim
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
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| 41248 |
Navable MCP
Claim
Enables AI coding agents to perform real-browser accessibility scanning of loca…
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| 41249 |
Clio MCP Server
Claim
A secure MCP server that integrates with Clio practice management software, all…
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| 41250 |
Seoul Mobility Advisor
Claim
Integrates real-time Seoul data (weather, air quality, traffic, bike-sharing) a…
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