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
28401
Cocktail Claim
Enables natural language search for cocktail recipes and ingredient information…
 — ○ ⏳ — — — — — —
28402
MCP server for Talos Linux cluster management via the native gRPC API
 — ○ ⏳ — — — — — —
28403
Enables investigation and diagnosis of CIB Seven BPM process instances through …
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28404
Enables Salesforce lead and permission set management through natural language.…
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28405
windai-mcp Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
 — ○ ⏳ — — — — — —
28406
Security scanner and trust verification for AI agent tools. Scans GitHub reposi…
 — ○ ⏳ — — — — — —
28407
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
 — ○ ⏳ — N/A N/A — — —
28408
: Claim
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 — ○ ⏳ — N/A N/A — — —
28409
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
 — ○ — N/A N/A — 95 —
28410
@damianlevy1987-prog
test ⚡ Claim
— ○ — N/A N/A — 95 —
28411
DarkRyan721
GitPilot MCP Claim
A lightweight MCP server that enables AI assistants to manage local Git reposit…
 — ○ — N/A N/A — 95 —
28412
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
 — ○ ⏳ — — — — — —
28413
Flag MCP Claim
Enables human-in-the-loop interaction for AI coding workflows through native de…
 — ○ ⏳ — N/A N/A — — —
28414
Agience
agience-core Claim
The operating system that AI workflows trust. Structure messy inputs. Establish…
 — ○ ⏳ — N/A N/A — — —
28415
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
 — ○ ⏳ — — — — — —
28416
saunack-shapley
test-mcp Claim
— ○ — N/A N/A — 95 —
28417
56 pay-per-call MCP endpoints for AI agents. Market signals, macro economics, c…
 — ○ ⏳ — — — — — —
28418
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
 — ○ ⏳ — — — — — —
28419
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
 — ○ ⏳ — N/A N/A — — —
28420
Integrates with Firefly III personal finance software to enable natural languag…
 — ○ ⏳ — — — — — —
28421
Enables comprehensive B2B sourcing on Alibaba.com with Prizm ERP integration. A…
 — ○ ⏳ — — — — — —
28422
ethlaude
— ○ — N/A N/A — 95 —
28423
joshlijo
Provides a suite of tools for searching movies, checking showtimes, and managin…
 — ○ — — — — 81 —
28424
airmang
Enables reading, editing, and creating Korean HWPX documents through python-hwp…
 — ○ — N/A N/A — 95 —
28425
joe-watkins
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
 — ○ — N/A N/A — 95 —
28426
Connects AI assistants to the Invariance observability platform, enabling natur…
 — ○ ⏳ — — — — — —
28427
MCP Gateway Claim
Serves as a lazy-loading proxy for multiple MCP servers to prevent tool schema …
 — ○ ⏳ — N/A N/A — — —
28428
Enables AI assistants to manage KiotViet retail and F\&B operations including p…
 — ○ ⏳ — — — — — —
28429
uitars-mcp Claim
Enables AI coding agents to locate UI elements on screen with exact pixel coord…
 — ○ ⏳ — N/A N/A — — —
28430
Enables AI agents to query curated Cartesi developer resources, documentation, …
 — ○ ⏳ — — — — — —
28431
Jasox1210
A tool that makes memories stored in ChatGPT accessible across various language…
 — ○ — N/A N/A — 95 —
28432
Enables AI assistants to trade cryptocurrencies and manage accounts on MAX Exch…
 — ○ ⏳ — — — — — —
28433
NutriBalance Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
 — ○ ⏳ — — — — — —
28434
mcp-telegram Claim
MCP server that connects AI assistants to your real Telegram account via User A…
 — ○ ⏳ — N/A N/A — — —
28435
olegprivate
FMP MCP Server Claim 1
An MCP server that provides tools for financial analysis and investment researc…
 — ○ — — — — 81 —
28436
A Python CLI package aaws published to GitHub with PyPI distribution via GitHub…
 — ○ ⏳ — N/A N/A — — —
28437
Enables read, write, edit, and file transfer operations on TorchV AIS enterpris…
 — ○ ⏳ — — — — — —
28438
Secure Edge Gateway for Data Normalization.
 — ○ ⏳ — — — — — —
28439
rog0x
file Claim
Dir tree, file stats, duplicates, LOC for AI agents
 — ○ ⏳ — N/A N/A — — —
28440
jonathanrorbet-dotcom
postgress Claim
— ○ ⏳ — N/A N/A — 95 —
28441
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
 — ○ ⏳ — — — — — —
28442
NguyenTrinh3008
Provides a unified MCP interface that proxies requests to multiple backend serv…
 — ○ — N/A N/A — 95 —
28443
bitatlas-group
BitAtlas Claim
Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-G…
 — ○ ⏳ — N/A N/A — — —
28444
MCP server for Framedeck — a Kanban content production manager for YouTube, Ins…
 — ○ ⏳ — — — — — —
28445
REP Helper Claim
Track and document rental hours for IRS Real Estate Professional Status (REPS) …
 — ○ ⏳ — — — — — —
28446
Mailgo Campaign Suite MCP Server AI-powered cold email campaign management thr…
 — ○ ⏳ — — — — — —
28447
LexiLint MCP Claim
Offline spell check and BYOK grammar checking for AI assistants. 100% offline s…
 — ○ ⏳ — — — — — —
28448
blitzdotdev
blitz Claim
Give AI agents full control over iOS/macOS development via a native macOS app w…
 — ○ ⏳ — N/A N/A — — —
28449
swift-sBi5
mistaike-ai Claim
— ○ — N/A N/A — 95 —
28450
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas estimation, and …
 — ○ ⏳ — N/A N/A — — —
Showing 28401–28450 of 30006 servers
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