MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 28651 |
KiotViet MCP Server
Claim
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
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| 28652 |
uitars-mcp
Claim
Enables AI coding agents to locate UI elements on screen with exact pixel coord…
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| 28653 |
Enables AI agents to query curated Cartesi developer resources, documentation, …
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| 28654 |
SuperMemory MCP
Claim
A tool that makes memories stored in ChatGPT accessible across various language…
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| 28655 |
MAX Exchange MCP Server
Claim
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
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| 28656 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
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| 28657 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
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| 28658 |
An MCP server that provides tools for financial analysis and investment researc…
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| 28659 |
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
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| 28660 |
TorchV AIS MCP Server
Claim
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
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| 28661 |
Secure Edge Gateway for Data Normalization.
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| 28662 |
file
Claim
Dir tree, file stats, duplicates, LOC for AI agents
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| 28663 |
postgress
Claim
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| 28664 |
Email MCP Server
Claim
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
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| 28665 |
MCP Aggregator Server
Claim
Provides a unified MCP interface that proxies requests to multiple backend serv…
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| 28666 |
BitAtlas
Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
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| 28667 |
framedeck-mcp
Claim
MCP server for Framedeck — a Kanban content production manager for YouTube, Ins…
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| 28668 |
REP Helper
Claim
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
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| 28669 |
Mailgo Campaign Suite MCP Server
AI-powered cold email campaign management thr…
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| 28670 |
LexiLint MCP
Claim
Offline spell check and BYOK grammar checking for AI assistants. 100% offline s…
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| 28671 |
blitz
Claim
Give AI agents full control over iOS/macOS development via a native macOS app w…
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| 28672 |
mistaike-ai
Claim
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| 28673 |
dRPC Agent Skills
Claim
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas
estimation, and …
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| 28674 |
pop-pay
Claim
Project Point One Percent - Agent Pay \[pop-pay] is a payment guardrail and one…
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| 28675 |
mind-mem
Claim
Persistent, auditable memory for AI agents. Hybrid BM25 + vector recall
with 18…
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| 28676 |
Bench
Claim
USB hardware discovery, device identification, serial communication, and diagno…
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| 28677 |
ibanforge
Claim
IBAN validation, BIC/SWIFT lookup, SEPA compliance, issuer classification and r…
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| 28678 |
testmo-mcp
Claim
Connect Claude, Cursor, and other AI assistants to your Testmo test management …
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| 28679 |
backlog
Claim
Persistent, cross-session task management for Claude Code. 24 MCP tools for tas…
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| 28680 |
Sound
Claim
Apple Music playback control, library search, playlist management, and queue op…
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| 28681 |
A2A Market MCP Server
Claim
Connect AI agents to A2A Market — publish procurement intents, discover supplie…
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| 28682 |
Refactory
Claim
Hybrid code decomposition — AI plans module boundaries, deterministic engine ha…
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| 28683 |
readypermit-mcp
Claim
AI-powered property intelligence for instant zoning analysis, buildability asse…
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| 28684 |
Mailgent MCP Server
Claim
Provides identity infrastructure for AI agents to manage email communications, …
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| 28685 |
Zabbix MCP Server
Claim
Exposes the complete Zabbix API to MCP-compatible AI assistants, enabling natur…
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| 28686 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
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| 28687 |
Provides tools for motor insurance quoting, including vehicle lookups, postcode…
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| 28688 |
Crypto API Fixer
Claim
Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2…
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| 28689 |
citrix-mcp-server
Claim
Citrix licensing and migration tools for AI assistants. 5 tools: check LAS migr…
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| 28690 |
studiomeyer-geo
Claim
AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without A…
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| 28691 |
studiomeyer-memory
Claim
AI memory server with 53 tools. Knowledge Graph, semantic search, session track…
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| 28692 |
,
Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
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| 28693 |
FreelanceOS
Claim
AI-powered freelance business manager for Claude Code. Proposals, invoices, tim…
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| 28694 |
Enables web content extraction and Google Search through Google AI Studio's URL…
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| 28695 |
Garmin Multi-Account MCP
Claim
Enables interaction with multiple pre-configured Garmin accounts to query healt…
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| 28696 |
lucy-apro
Claim
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| 28697 |
deadends.dev
Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
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| 28698 |
mcp-server
Claim
Elixium AI — Agile project management for AI-native development teams.
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| 28699 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 28700 |
Food MCP Server
Claim
Provides comprehensive food hierarchy and nutrition data through structured too…
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