MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23951
linkbreakers-com
QR-driven customer-journey platform for tracked QR codes, short links, and anal…
F 27 35 0 0 81
23952
INSIDE-HAIR
Manage and automate your Google Meet workflows with enterprise-grade tools for …
F 27 35 0 0 81
23953
AlohaLabs
AI-powered calorie tracking with photo recognition, barcode scanning, and voice…
F 27 35 0 0 81
23954
maxi-moss
Medical RAG: semantic search for clinical guidelines, drug interactions, diagno…
F 27 35 0 0 81
23955
Deesmo
53 AI tools for agents: web, crypto, AI generation, OCR, and more. Pay with Str…
F 27 35 0 0 81
23956
futuremultihousing-dev
Machine-readable FCC pre-diligence corpus for multifamily broadband infrastruct…
F 27 35 0 0 81
23957
Smartling
Smartling MCP Server
F 27 35 0 0 81
23958
patrickbakowski
AgentDilemma Claim
Submit a dilemma for blind community verdict with reasoning to improve low conf…
F 27 35 0 0 81
23959
Pink707Legendary
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
F 27 35 0 0 81
23960
wordlift
mcp-server Claim
Knowledge Graph, GraphQL, GS1 Digital Link and SEO tools for semantic content o…
F 27 35 0 0 81
23961
albermm
piranha Claim
BJJ video analysis — YOLO pose detection + Claude AI technique analysis.
F 27 35 0 0 81
23962
jolt-systems
BizGigz Talent Ecosystem - AI-powered recruiting, interviews, onboarding, learn…
F 27 35 0 0 81
23963
zhuoxin.sun
test Claim
Share the purpose, key user benefits, and primary actions so I can craft a conc…
F 27 35 0 0 81
23964
ndkasndakn
Refund eligibility notary for US subscriptions. Returns ALLOWED/DENIED/UNKNOWN.
F 27 35 0 0 81
23965 F 27 35 0 0 81
23966
alright-alright
Konstruct Claim
Knowledge graph for AI agents. Query concepts, walk edges, get advisories.
F 27 35 0 0 81
23967
santiago.blanco.vilchez
Create and manage tenants with streamlined setup. Seed and update document temp…
F 27 35 0 0 81
23968
lassare-hq
Lassare Claim
Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.
F 27 35 0 0 81
23969
qualityclouds
LiveCheck AI Claim
Secure MCP runtime server for scanning and autofixing code issues
F 27 35 0 0 81
23970
entity-zero
entity-mcp Claim
Access 30+ AI agent essays, CLAUDE.md generator, and readiness assessments.
F 27 35 0 0 81
23971
albermm
AI marketing — content generation, competitor analysis, social publishing.
F 27 35 0 0 81
23972
janpansky
deplyed_mcp Claim
Provide a brief overview of what this integrates and the primary benefit to use…
F 27 35 0 0 81
23973
RobotFleet-HQ
Multi-agent MCP platform for data centers and critical power.
F 27 35 0 0 81
23974
Apoth3osis-ai
agentpmt Claim
AI agent marketplace for automated employees, workflows, skills, and tool orche…
F 27 35 0 0 81
23975
genei
Genei Claim
Manage logistics operations by comparing shipping prices and creating shipments…
F 27 35 0 0 81
23976
Polaralias
Access real-time market data and historical financial records from multiple fin…
F 27 35 0 0 81
23977
luis.ticas1
vsfclub5 Claim
F 27 35 0 0 81
23978
michalis.koutridis
diavgeia-mcp Claim
Browse and search decisions published on Greece’s Diavgeia transparency portal.…
F 27 35 0 0 81
23979
sairaj-reddy
AI agent registry — search, discover, register, and connect agents via MCP.
F 27 35 0 0 81
23980
Multi-DAC
omni-oracle Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
F 27 35 0 0 81
23981
alright-alright
Persis Claim
Biological memory for AI agents. Pattern learning, decay, clustering, 8-drive b…
F 27 35 0 0 81
23982
mefta.sadat2
test Claim
test
F 27 35 0 0 81
23983
helix-song
# CoinEx MCP Server A Model Context Protocol (MCP) server that enables AI agen…
F 27 35 0 0 81
23984
monikaskorykow
workshops Claim 1
MCP server for Monika Skorykow workshops - browse prices and promotions
F 27 35 0 0 81
23985
SpriteCook
SpriteCook Claim
Generate game sprites and assets from text prompts for game development.
F 27 35 0 0 81
23986
Agent-Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
F 27 35 0 0 81
23987
russellshen1992
2o Claim
Human intelligence API — AI agents verify facts with human domain experts via M…
F 27 35 0 0 81
23988
wundam
orchex Claim 2
Autopilot AI orchestration — auto-plan, parallelize, self-heal, and route acros…
F 27 25 0 53
23989
Taru0208
Access European statistics: GDP, unemployment, inflation, population data.
F 27 35 0 0 81
23990
KISOpenAPI
한국투자 코딩도우미 MCP (KIS Code Assistant MCP) 한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
F 27 35 0 0 81
23991
santiago.blanco.vilchez
Authenticate and provision new tenants with initial document templates. Add and…
F 27 35 0 0 81
23992
spajjuri.pro
vsfclubnew6 Claim
F 27 35 0 0 81
23993
Monitor websites, APIs and services with 44 tools across 22 protocols
F 27 25 0 53
23994
TheNightProject
MailJunky Claim
Send emails, track events, and manage contacts with MailJunky.
F 27 35 0 0 81
23995
DavidOrpeli
MCP for AI agents: financing, skills, lending on Base
F 27 35 0 0 81
23996
webforj.io
webforj-mcp Claim
The official Model Context Protocol server for webforJ - providing AI assistant…
F 27 35 0 0 81
23997
auteng
Publish markdown documents as public share links with mermaid diagrams. Built b…
F 27 35 0 0 81
23998
tbrajkovic
Search real estate auction properties across Europe with filtering by country, …
F 27 35 0 0 81
23999
ALDC-io
Enterprise memory, search, and context for frontier AI. 38 tools for business i…
F 27 35 0 0 81
24000
Atenkai
AI fashion design — product photos, videos, tech packs, colorways & fabric sims.
F 27 35 0 0 81
Showing 23951–24000 of 30006 servers
« Prev 1 478 479 480 481 482 601 Next »