MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60451
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
N/A N/A
60452
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
N/A N/A
60453
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
N/A N/A
60454
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
N/A N/A
60455
wrik0
A hardened, safety-first Google Calendar MCP server enabling AI agents to read …
N/A N/A
60456
elsi06
Enables AI assistants like Cursor or Claude Desktop to fully manage a Shopify s…
N/A N/A
60457
otolab
search-docs Claim
Enables AI agents to search local Markdown documents using natural language, wi…
N/A N/A
60458
atmarcday
Enables querying Google Analytics 4 traffic, engagement, and conversions, as we…
60459
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
60460
soulxyz
BrowserPilot Claim
Enables AI to control browsers via natural language for web automation, testing…
N/A N/A
60461
agent-labs-dev
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
N/A N/A
60462
baizo7
Enables AI assistants to fully control CapCut video editing projects, including…
N/A N/A
60463
cloudbadal007
Self-healing MCP server that monitors database schema changes, detects differen…
60464
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
N/A N/A
60465
lmdat
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
N/A N/A
60466
guibrazlima
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
60467
sarteta
Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only v…
60468
holger1411
A lean Model Context Protocol (MCP) server that gives AI assistants like Claude…
60469
rooz21
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
N/A N/A
60470
FarseenSh
Enables Claude to access, analyze, and visualize Solana blockchain data through…
60471
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
60472
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
60473
mgcrea
mcp-postgres Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
60474
itsalfredakku
domain-mcp Claim 1
An MCP server for domain availability checks, WHOIS lookups, and domain suggest…
81
60475
riishiiiii
Provides current weather information for any city using the OpenWeatherMap API.
60476
stemado
MCP server for browser automation with anti-detection. Scout pages, find elemen…
N/A N/A
60477
Kim-soung-won
hgefge Claim
N/A N/A 95
60478
AsterPay
EUR settlement + trust for AI agent commerce: budgets, KYA, merchant discovery.…
60479
otaviosenne
Enables AI agents to fully control Google Chrome: navigate, click, fill forms, …
N/A N/A
60480
naranmunkh
Exposes the Timely.mn v3 time-attendance API as MCP tools for Claude and other …
60481
nokhiz
DepFeed Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
60482
yeshello-app
YesHello Claim
Digital business cards, lead capture forms, and service listings - built and ma…
60483
ricky-farmerai
Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
N/A N/A 95
60484
andrei-cb
Enables agents to request and receive user feedback during task execution throu…
N/A N/A
60485
ctoicqtao
Generates high-quality 8-second videos with native audio from text prompts or i…
60486
uniple-checkout
Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…
60487
AiAgentKarl
Local document intelligence for AI agents — extract text, detect tables, read m…
N/A N/A
60488
AaronGoldsmith
Connects MCP-capable agents to Blender and OpenSCAD for AI-driven 3D modeling, …
N/A N/A
60489
smythmyke
MCP server for JackpotKeywords — AI keyword research and AI-visibility (AEO) sc…
60490
burgeonbot
Enables creating and inspecting Seed tables and relationships through the Seed …
60491
prufa-dev
prufa-mcp Claim
Point your coding agent at a URL and get a real-browser QA audit: broken signup…
60492
Lang-Kevin
TabSplitAI Claim
Splits AI coding workflows into plan, implement, review, and evaluate steps, ro…
N/A N/A
60493
AliQambari
A server that exposes AI tools and resources through REST API, MCP, and WebSock…
N/A N/A
60494
machette-tech
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
81
60495
84emllc
Enables managing UptimeRobot monitors, alert contacts, and maintenance windows …
N/A N/A
60496
rtbrick
Gives AI assistants direct access to RTBrick's website, technical documentation…
60497
fgouzi
mcp-i14y Claim
Connects AI assistants to the Swiss I14Y Interoperability Platform, enabling na…
60498
sergiudanstan
Enables interacting with MQTT brokers to publish, subscribe, and manage connect…
60499
jclement
Monica MCP Claim
A self-hosted, multi-user gateway that exposes Monica personal CRM to AI agents…
60500
SSX360
Privacy-first, read-only repo intelligence for AI coding agents: scans local co…
N/A N/A
Showing 60451–60500 of 66475 servers