MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58601
undefphoenixdev
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
58602
Gaells
Analyzes GitHub contributions and maps them to the Karpathy Skills framework, p…
58603
Hefi002
Enables AI agents to interact with Moodle LMS via the Moodle REST API, supporti…
N/A N/A
58604
TheStreamCode
Generates images, videos, music, and speech via the Chutes API, saving assets d…
N/A N/A
58605
matematicsolutions
cz-eli-mcp Claim
Enables searching and retrieving Czech legal acts from the e-Sbirka database vi…
N/A N/A
58606
TusharKarkera22
RepoMap Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
N/A N/A
58607
chalamalasettichamundeswari
Enables managing employee leave requests, balances, and approvals through natur…
N/A N/A
58608
liewcc
Herald MCP Claim
Enables two AI assistants on different computers to communicate with each other…
N/A N/A
58609
shinichinomura
A Model Context Protocol server for querying Japanese pesticide registration in…
N/A N/A
58610
mcpwright
fred-mcp Claim
Enables AI agents to search and retrieve FRED economic time series, including v…
N/A N/A
58611
konan-1947
vision-mcp Claim
An MCP server that gives text-only AI coding CLIs the ability to analyze images…
N/A N/A
58612
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
N/A N/A
58613
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as…
N/A N/A
58614
elsi06
Enables AI assistants like Cursor or Claude Desktop to fully manage a Shopify s…
N/A N/A
58615
otolab
search-docs Claim
Enables AI agents to search local Markdown documents using natural language, wi…
N/A N/A
58616
atmarcday
Enables querying Google Analytics 4 traffic, engagement, and conversions, as we…
58617
danchev
openmarkets Claim
A Model Context Protocol (MCP) server for agentic retrieval of financial data f…
58618
soulxyz
BrowserPilot Claim
Enables AI to control browsers via natural language for web automation, testing…
N/A N/A
58619
agent-labs-dev
Embedded MCP server for Electron apps that exposes BrowserWindow surfaces and l…
N/A N/A
58620
baizo7
Enables AI assistants to fully control CapCut video editing projects, including…
N/A N/A
58621
cloudbadal007
Self-healing MCP server that monitors database schema changes, detects differen…
58622
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
N/A N/A
58623
lmdat
MCP server to fetch Vietnamese corporate financial reports (balance sheet, inco…
N/A N/A
58624
guibrazlima
MCP server for EmonCMS energy monitoring API, enabling AI assistants to query e…
58625
sarteta
Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only v…
58626
rooz21
MCP server for the @agentutility wordmint cluster — pay-per-call x402 tools, no…
N/A N/A
58627
FarseenSh
Enables Claude to access, analyze, and visualize Solana blockchain data through…
58628
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
58629
t3rmed
Enables interaction with the Hyperliquid DEX for retrieving market data, managi…
81
58630
mgcrea
mcp-postgres Claim
Enables AI agents to query and explore PostgreSQL databases with tools for exec…
58631
interzoid
data-quality Claim 1
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
N/A N/A 95
58632
dkeeno
Enables creating and managing AWS EKS clusters via Terraform, including VPC, no…
N/A N/A
58633
yozzone
Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, …
58634
Codewithaiyan
reforge-mcp Claim
An MCP server that connects Claude Code to your codebase for automated code cle…
N/A N/A
58635
gbs-toolkit
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
N/A N/A
58636
thesma-dev
Gives AI assistants access to SEC filings, BLS employment, Census demographics,…
N/A N/A
58637
KamranBiglari
A Model Context Protocol server offering over 15 chart types with Zod schema va…
58638
mohithgowdak
A Model Context Protocol (MCP) server that generates production-ready n8n workf…
N/A N/A
58639
dongwook-chan
Queries South Korean building register data (e.g., floor area, parking, seismic…
58640
bestaiinsider
Audits AI-bot visibility: robots.txt per-bot for 22 AI user-agents (GPTBot/Clau…
58641
hoffnerheatingandair
Provides tools to read and write Workiz CRM/Field Service data (jobs, leads, te…
58642
xiaobenyang-com
查詢指定日期是否為台灣假期。取得任意日期區間的所有假期與名稱,快速安排行程與請假。掌握年度或月份的假期統計,優化排班與專案規劃。
N/A N/A 95
58643
adam-nntd
Verify the authenticity of a SickSlip doctor's note from your AI assistant. Si…
81
58644
IsakRein
mac-mail-mcp Claim
Provides read-only access to Apple Mail.app emails, accounts, and folders by di…
N/A N/A
58645
wizardofweb125-lab
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
N/A N/A
58646
skvcool-rgb
boundaryai Claim
Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify…
58647
enrique-z
agent-data Claim
Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring …
58648
PTTG-IT
Integrates with Service Desk Plus Cloud API to enable AI assistants perform CRU…
58649
FreddieWho
paperSearch Claim
Enables AI coding agents to search academic papers, resolve biomedical entities…
N/A N/A
58650
KavyaAgarwal2001
geo-agent Claim
Exposes live earth-science data (e.g., earthquakes from USGS) as tools for MCP-…
Showing 58601–58650 of 66484 servers