MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28951
deadend
deadends.dev Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
D 40 25 0 81
28952
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
D 40 25 0 81
28953
cuilabs
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
D 40 25 0 81
28954
RamyaChinnadurai
Tweetsmash Claim
Manage and organize your Twitter bookmarks efficiently through AI assistants. L…
D 40 25 0 81
28955
cuilabs
Search and discover 600+ ranked AI agents, bots, LLMs, MCP servers, and framewo…
D 40 25 0 81
28956
post-pulse
PostPulse Claim
PostPulse is a unified API and integration suite that handles the complexity of…
D 40 25 0 81
28957
nexgendata-apify
Literature-review automation for grad students, R&D teams, and research agents.…
D 40 25 0 81
28958
kaimeilabs
Guardian Claim
Verifies cooking recipes against professional master standards to ensure techni…
D 40 25 0 81
28959
TXRISK
txrisk Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
D 40 25 0 81
28960
btouchard
herald Claim
Stop copy-pasting between Claude Chat and Claude Code.
D 40 25 0 81
28961
tinify-ai
tinify.ai Claim
Optimize images with AI — compress, resize, upscale, convert formats, and gener…
D 40 25 0 81
28962
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
D 40 25 0 81
28963
mimiqai
Mimiq Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
D 40 25 0 81
28964
myagentinbox
Create and manage temporary email addresses that expire automatically after 24 …
D 40 25 0 81
28965
CSOAI-ORG
MEOK MCP Test MCP — golden-file + schema-drift + tool-failure tests for any MCP…
D 40 25 0 81
28966
exa-labs
Find open-source libraries and fetch contextual code snippets by version to acc…
D 40 25 0 81
28967
contrastcyber
ContrastAPI Claim
MCP server with 53 security intelligence tools — CVE/KEV, MITRE ATLAS+D3FEND, S…
D 40 25 0 81
28968
chris
annas-mcp Claim
Search a vast catalog of books on Anna's Archive. Discover editions, formats, a…
D 40 25 0 81
28969
iterasoft
Iteratools Claim
Generate professional media including images, videos, and speech to streamline …
D 40 25 0 81
28970
mcp Claim
Magento 2 extension marketplace over MCP: search, buy, publish, and install pac…
D 40 25 0 81
28971
junter1989k-ai
Greece myDATA invoices for AI agents: build AADE XML, transmit to myDATA, query…
D 40 25 0 81
28972
nexgendata-apify
Repo statistics, trending lookups, code-search queries, and dev-trend aggregati…
D 40 25 0 81
28973
gener8v
U.S. demographics, housing, mortgage, migration, and employment data from the C…
D 40 25 0 81
28974
mcp Claim
Official GitLab MCP Server
D 40 25 0 81
28975
paichart
mcp-hub Claim
AI-native service orchestration platform. Discover MCP services by capability, …
D 40 25 0 81
28976
koumoul
Access to Koumoul platform datasets - diverse French open data
D 40 25 0 81
28977
skr-cloudify
Manage your ClickUp workspace by creating, updating, and organizing tasks, list…
D 40 25 0 81
28978
acedatacloud-mcp
mcp-veo Claim
D 40 25 0 81
28979
devcham
Search customers, manage quotes, work orders, action items, and calendar events…
D 40 25 0 81
28980
roundtable
Roundtable Claim
Your AI Board of Directors. Run multi-model debates where GPT-4o, Claude, Gemin…
D 40 25 0 81
28981
LuuOW
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
D 40 25 0 81
28982
found402
Data Sentinel — deep second-pass security scan that catches what PII scrubbers …
D 40 25 0 81
28983
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
D 40 25 0 81
28984
shelter-money
Manage your personal finances by tracking spending, upcoming bills, and cash fl…
D 40 25 0 81
28985
mailerastro
MailerAstro Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
D 40 25 0 81
28986
eren-solutions
Report Needs Claim 1
MCP server for AI agents to report infrastructure needs. Vote, comment, and tra…
D 40 25 0 81
28987
clpi
clpi-clp-mcp Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
D 40 25 0 81
28988
lexq-io
LexQ Claim
LexQ is a rule engine with built-in simulation. Define, test, and deploy busine…
D 40 25 0 81
28989
qbtlabs
OpenMM MCP Claim 1
MCP server for OpenMM — exposes market data, account, trading, and strategy too…
D 40 25 0 81
28990
Image processing for AI agents: resize, convert, compress, crop, and web-ready …
D 40 25 0 81
28991
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
28992
ReportDash
The ReportDash Datastore MCP (Model Context Protocol) server provides a standar…
D 40 25 0 81
28993
glmarket2007-m1qh
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
D 40 25 0 81
28994
pfdf
MCP server for querying live prop firm discount codes and comparing funded trad…
D 40 25 0 81
28995
kvz
Official Transloadit MCP server for AI agents. Process video, images, documents…
D 40 25 0 81
28996
creativelead
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
D 40 25 0 81
28997
chuhuoyuan
Search Cloudflare documentation across Workers, Pages, R2, Zero Trust, and more…
D 40 25 0 81
28998
rahular101
test-101 Claim
D 40 25 0 81
28999
pdf-generator-api
MCP server for the PDF Generator API — generate PDFs from templates, manage tem…
D 40 25 0 81
29000
wawp
whatsapp Claim
Connect Wawp API Documentation directly to your AI tools like Cursor, Windsurf,…
D 40 25 0 81
Showing 28951–29000 of 67197 servers
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