MCP Server Quality Scores

Independent quality analysis of 59385 public MCP servers

59385
Discovered
29896
Scored
2112
Verified
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59351
Touchstone-CV
Local MCP server that signs and records agent actions into a tamper-evident log…
N/A N/A
59352
rohit-bharmal
Connects an LLM to your fleet of clusters via ACM or Multicluster Global Hub, e…
59353
zcgkiller
Enables Claude to search and retrieve patent data from EPO OPS and Google Paten…
59354
yogeshsraju-max
zoho-recruit Claim
Enables Claude to manage Zoho Recruit ATS operations including candidates, jobs…
59355
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
59356
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
59357
ecerutti
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
N/A N/A
59358
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
N/A N/A
59359
shadowinlife
Provides web search, page fetching, and A-stock data access (financial reports,…
59360
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
N/A N/A
59361
rudylimxl
nasa Claim
MCP server that wraps three NASA public APIs (Astronomy Picture of the Day, Mar…
59362
pedroknigge
Enables Claude to access and manage a persistent, human-readable knowledge grap…
N/A N/A
59363
WJZ-P
Automates video and image-text publishing on Douyin's creator platform using Ch…
N/A N/A
59364
liewcc
Enables lightning-fast inference using Groq models through MCP clients, support…
59365
GideonNut
Myth Claim
Auto-generates MCP servers for Celo smart contracts, converting contract ABIs i…
59366
gabeperez
Enables voice control of Todoist tasks via VoiceOS, with optional Apple Reminde…
N/A N/A
59367
ginishuh
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
N/A N/A
59368
wuwo1979
A ready-to-run MCP gateway and multi-agent scheduling system with 14 built-in t…
59369
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
81
59370
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
N/A N/A
59371
Dev-Herni
Gives AI agents real-time access to system metrics, process management, and con…
N/A N/A
59372
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
59373
shape-network
Provides AI assistants access to Shape's onchain data including gasback distrib…
59374
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
59375
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
N/A N/A
59376
thirrukumar
MCP server for IBM Z Hardware Management Console Web Services API integration w…
N/A N/A
59377
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
59378
VCnoC
Enables multi-dimensional architecture review of technical solutions with web i…
N/A N/A
59379
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
N/A N/A
59380
ServiceStack
omarchy-mcp Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
N/A N/A
59381
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
59382
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
59383
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
59384
normalzzz
Enables querying Amazon EKS cluster metrics from the Kubernetes API server, wit…
59385
akihidem
loop-verify Claim
An MCP server that performs independent verification of artifacts against crite…
Showing 59351–59385 of 59385 servers
« Prev 1 1186 1187 1188