MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56701
srinivasan-sundaresan95
orihime Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
N/A N/A
56702
jarrettmeyer
redactor-mcp Claim
Wraps AWS Comprehend for PII detection and redaction, allowing users to upload …
N/A N/A
56703
aleksbuss
An MCP server that queries a panel of LLMs from different providers via OpenRou…
56704
AIops-tools
Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 t…
N/A N/A 95
56705
cstamigo-droid
Provides crypto market intelligence including price quotes, momentum analysis, …
81
56706
MarsHeer
Register and manage internet domains for AI agents via AgentDomain
N/A N/A
56707
markhilton
MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics …
56708
sharpninja
MCP Server Claim
Workspace-scoped AI agent infrastructure for .NET enabling context retrieval, T…
56709
HarleyCoops
Provides read/write access to Google Sheets and Google Docs through MCP tools, …
95
56710
lassejlv
spotify-mcp Claim
Enables AI assistants to search Spotify and manage playlists, library, and play…
56711
sofianbettayeb
Enables AI assistants to monitor and analyze a brand's visibility across ChatGP…
N/A N/A
56712
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
56713
CSOAI-ORG
legal-document-ai-mcp MCP server by MEOK AI Labs
N/A N/A
56714
tosettil-polimi
MCP server that exposes the Vikey API for reservation management, property list…
56715
marce1994
mueblito Claim
Diseño de muebles 3D para Argentina: cotización en ARS, despiece para la madere…
56716
MarceauSolutions
YouTube automation: upload videos, Shorts, manage playlists, get analytics
N/A N/A 75
56717
twhid
first-dibs Claim
N/A N/A 95
56718
cuber-it
A full-featured MCP server for local development with filesystem, shell, editor…
N/A N/A
56719
JeronimoColon
Tidesman Claim
A free native MCP server for running and debugging Linux containers with Apple'…
N/A N/A
56720
fedepellegrini
ACDP reference MCP server for promo-code resolution and checkout feedback.
N/A N/A
56721
xiaobenyang-com
iconify-icon Claim
Browse 200,000+ open-source vector icons across 200+ sets. Search and filter by…
N/A N/A 95
56722
HanzMaulwurf
TEX is an MCP server that enables Claude Code to perform browser tasks using pl…
N/A N/A
56723
sanookjung
Enables searching and retrieving detailed information about Thai juristic perso…
N/A N/A
56724
iamhsuliheng
book-mcp Claim
A service that lets readers chat with fictional characters from novels, where t…
56725
DevTee-dot
MCP server for real-time electricity prices, carbon intensity, and energy analy…
56726
RareSense
Nova3D Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
N/A N/A
56727
varun00391
Production-ready MCP server for Gmail, enabling AI agents to search, read, send…
N/A N/A
56728
junter1989k-ai
Germany payments for AI agents — Klarna / SEPA via Mollie. Never holds funds.
56729
smithery-ai
GitLab Claim
Enable project management and file operations with GitLab.
N/A N/A 95
56730
Elvisaryan
AIOps MCP Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
56731 N/A N/A 95
56732
recla93
An MCP server that provides persistent semantic memory for LLMs by building a c…
N/A N/A
56733
dpsiom
toolvend Claim
DNS, RDAP, LEI/KYB, DMARC/SPF, sitemaps, web extraction, VAT, QR. Paid per call…
56734
astrogilda
waitbus Claim
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem…
N/A N/A
56735
ayushagrawal288
memex Claim
Production-grade persistent memory service for AI agents. Semantic search with …
N/A N/A
56736
vectra-ai-research
Connects AI assistants to the Vectra AI On-Premise security platform for natura…
56737
ehlvg
mcp-guap Claim
MCP server for ГУАП's student portal enabling AI agents to manage tasks, materi…
N/A N/A
56738
dsoziev1
A scheduled MCP server that monitors Auth0 users by periodically collecting sum…
56739
focusgts
20 tools for Adobe Edge Delivery Services: preview, publish, analytics, and con…
N/A N/A
56740
ellisp97
Enables Claude to search and compare flights across multiple providers (Skyscan…
56741
valetdotdev
cookwith-mcp Claim
An MCP server that enables AI-powered recipe generation and transformation usin…
56742
Tharun-Varshan-S
Enables LLMs to interact with YouTube videos by fetching transcripts, summarizi…
N/A N/A
56743
microcmsio
Provides access to microCMS documentation, enabling AI assistants to search and…
56744
akashrajpurohit
catchintent Claim
N/A N/A 95
56745
Drock91
Pay-per-fetch via x402. Agent pays 0.005 USDC, gets clean markdown for any URL.…
N/A N/A
56746
ashwinmram
Central MCP server for storing and querying lessons learned and project-specifi…
N/A N/A
56747
DataMini
Enables interaction with AskTable's data analytics platform through MCP protoco…
81
56748
HarjjotSinghh
An MCP server that enables AI agents to play Minecraft with full bot capabiliti…
56749
wkoutre
Linear Claim
Interact with Linear project management through AI assistants. Retrieve, modify…
N/A N/A 95
56750
axel-belfort
DNS record lookup API for AI agents. Query A, AAAA, MX, TXT, CNAME, NS, SOA, an…
81
Showing 56701–56750 of 67286 servers