MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

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30006
Discovered
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24039
Scored
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1224
Verified
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16961
Complete
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Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28101
nodejsmcp Claim 1
A Forgejo MCP Server
 — ○ — N/A N/A — 76 —
28102
Cocktail Claim
Enables natural language search for cocktail recipes and ingredient information…
 — ○ ⏳ — — — — — —
28103
MCP server for Talos Linux cluster management via the native gRPC API
 — ○ ⏳ — — — — — —
28104
Enables investigation and diagnosis of CIB Seven BPM process instances through …
 — ○ ⏳ — — — — — —
28105
Enables Salesforce lead and permission set management through natural language.…
 — ○ ⏳ — — — — — —
28106
windai-mcp Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
 — ○ ⏳ — — — — — —
28107
Security scanner and trust verification for AI agent tools. Scans GitHub reposi…
 — ○ ⏳ — — — — — —
28108
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
 — ○ ⏳ — N/A N/A — — —
28109
: Claim
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 — ○ ⏳ — N/A N/A — — —
28110
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
 — ○ — N/A N/A — 95 —
28111
@damianlevy1987-prog
test ⚡ Claim
— ○ — N/A N/A — 95 —
28112
DarkRyan721
GitPilot MCP Claim
A lightweight MCP server that enables AI assistants to manage local Git reposit…
 — ○ — N/A N/A — 95 —
28113
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
 — ○ ⏳ — — — — — —
28114
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
 — ○ ⏳ — N/A N/A — — —
28115
Agience
agience-core Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
 — ○ ⏳ — N/A N/A — — —
28116
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
 — ○ ⏳ — — — — — —
28117
saunack-shapley
test-mcp Claim
— ○ — N/A N/A — 95 —
28118
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
 — ○ ⏳ — — — — — —
28119
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
 — ○ ⏳ — — — — — —
28120
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
 — ○ ⏳ — N/A N/A — — —
28121
Integrates with Firefly III personal finance software to enable natural languag…
 — ○ ⏳ — — — — — —
28122
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. A…
 — ○ ⏳ — — — — — —
28123
ethlaude
— ○ — N/A N/A — 95 —
28124
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
 — ○ — — — — 81 —
28125
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
 — ○ — N/A N/A — 95 —
28126
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
 — ○ — N/A N/A — 95 —
28127
Connects AI assistants to the Invariance observability platform, enabling natur…
 — ○ ⏳ — — — — — —
28128
MCP Gateway Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
 — ○ ⏳ — N/A N/A — — —
28129
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
 — ○ ⏳ — — — — — —
28130
uitars-mcp Claim
Enables AI coding agents to locate UI elements on screen with exact pixel coord…
 — ○ ⏳ — N/A N/A — — —
28131
Enables AI agents to query curated Cartesi developer resources, documentation, …
 — ○ ⏳ — — — — — —
28132
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
 — ○ — N/A N/A — 95 —
28133
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
 — ○ ⏳ — — — — — —
28134
NutriBalance Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
 — ○ ⏳ — — — — — —
28135
mcp-telegram Claim
MCP server that connects AI assistants to your real Telegram account via User A…
 — ○ ⏳ — N/A N/A — — —
28136
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
 — ○ — — — — 81 —
28137
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
 — ○ ⏳ — N/A N/A — — —
28138
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
 — ○ ⏳ — — — — — —
28139
Secure Edge Gateway for Data Normalization.
 — ○ ⏳ — — — — — —
28140
rog0x
file Claim
Dir tree, file stats, duplicates, LOC for AI agents
 — ○ ⏳ — N/A N/A — — —
28141
jonathanrorbet-dotcom
postgress Claim
— ○ ⏳ — N/A N/A — 95 —
28142
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
 — ○ ⏳ — — — — — —
28143
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
 — ○ — N/A N/A — 95 —
28144
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
 — ○ ⏳ — N/A N/A — — —
28145
MCP server for Framedeck — a Kanban content production manager for YouTube, Ins…
 — ○ ⏳ — — — — — —
28146
REP Helper Claim
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
 — ○ ⏳ — — — — — —
28147
Mailgo Campaign Suite MCP Server AI-powered cold email campaign management thr…
 — ○ ⏳ — — — — — —
28148
LexiLint MCP Claim
Offline spell check and BYOK grammar checking for AI assistants. 100% offline s…
 — ○ ⏳ — — — — — —
28149
blitzdotdev
blitz Claim
Give AI agents full control over iOS/macOS development via a native macOS app w…
 — ○ ⏳ — N/A N/A — — —
28150
swift-sBi5
mistaike-ai Claim
— ○ — N/A N/A — 95 —
Showing 28101–28150 of 30006 servers
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