MCP Server Quality Scores

Independent quality analysis of 60956 public MCP servers

60956
Discovered
29977
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27901
stackfast-technologies
Expert knowledge base for sales, negotiation, strategy, operations, and risk.
D 40 24 0 81
27902
xrpl
AgentTrust Claim
AgentTrust is the trust and payment layer for the agentic economy — built nativ…
D 40 25 0 81
27903
aicastle-school
Fetch the latest available stock quotes by ticker symbol across international m…
D 40 25 0 81
27904
Pratiksha-Kanoja
Create polished slide decks from text or YouTube links in seconds. Fetch video …
D 40 25 0 81
27905
kodey_ai
kodey-pdf-mcp Claim 1
MCP server for PDF operations — detect form fields, fill forms, and upload to C…
D 40 24 0 81
27906
data-transform-agent
Convert data between over 40 formats including JSON, CSV, Excel, and PDF. Restr…
D 40 25 0 81
27907
studiomeyer
8 MCP servers, 104+ tools: memory, social, PDF, email, images, calendar, schedu…
D 40 24 0 81
27908
emmanuel
Access U.S. National Weather Service alerts, forecasts, radar, and aviation adv…
D 40 25 0 81
27909
sigaihealth
Search 585+ free cancer support resources across Washington State in 7 languages
D 40 24 0 81
27910
kopern
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
D 40 25 0 81
27911
antoinebou12
UML-MCP Claim
UML-MCP Server is an MCP (Model Context Protocol) powered diagram generation se…
D 40 25 0 81
27912
product_intelligence
Shoptera Claim
Shoptera Product Intelligence Search product catalogs across thousands of Centr…
D 40 25 0 81
27913
myagentinbox
Create and manage temporary email addresses that expire automatically after 24 …
D 40 25 0 81
27914
mefta.sadat2
pcx Claim
Search Loblaw’s grocery catalog to quickly find products. Run multiple keyword …
D 40 25 0 81
27915
exa-labs
Find open-source libraries and fetch contextual code snippets by version to acc…
D 40 25 0 81
27916
vedastro
Vedic astrology calculations powered by [VedAstro.org](https://vedastro.org). A…
D 40 25 0 81
27917
toshipon
kaizen-lab Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
D 40 25 0 81
27918
twohalves
The most comprehensive food safety MCP server. 5 tools: check any food additive…
D 40 25 0 81
27919
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
27920
mistaike
Bug Memory Claim
Avoid repeating documented software errors by searching an extensive database o…
D 40 25 0 81
27921
vettly
Vettly Claim
Moderate text, image, and video content against custom safety policies to ensur…
D 40 25 0 81
27922
IndustrialIT
Exact Online Claim
Manage Exact Online business operations including sales, purchases, and warehou…
D 40 25 0 81
27923
Vannelier
Verify French companies and suppliers in real-time. Check SIREN/SIRET, BODACC i…
D 40 25 0 81
27924
AI-powered domain & business name generation with real-time availability checks.
D 40 25 0 81
27925
seahbk1006
MCP for public datasets OpenDOSM (Developed by Seah Boon Keong) What it delive…
D 40 25 0 81
27926
found402
Generates valid A2A agent-card.json files for any website from stable structure…
D 40 25 0 81
27927
namewhisper
Name Whisper Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
D 40 25 0 81
27928 D 40 25 0 81
27929 D 40 25 0 81
27930
vivid
Vivid MCP Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
D 40 25 0 81
27931
flipfactory
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
D 40 25 0 81
27932
guillaumecruz
Domain Intel Claim
Analyze website technology stacks, SEO performance, and hosting infrastructure.…
D 40 25 0 81
27933
aggKartik
Notion Claim
Search your Notion workspace to quickly find pages, databases, and people. Retr…
D 40 25 0 81
27934
aws
aws Claim
D 40 25 0 81
27935
alexandria-shai-eden
Search 9M+ court opinions and federal dockets.
D 40 25 0 81
27936
plsreadme
plsreadme Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
D 40 25 0 81
27937
lebrackyt
Playlistable Claim
Generate and manage Spotify playlists with AI. Search songs, edit lists, and re…
D 40 25 0 81
27938
nexgendata-apify
Quick market data for AI workflows: real-time quotes, crypto prices, foreign ex…
D 40 25 0 81
27939 D 40 25 0 81
27940
airport-pickups-london
Provide instant quotes and bookings for private transfers between London airpor…
D 40 25 0 81
27941
nefesh-ai
human-state Claim
D 40 25 0 81
27942
swell
Archetype Claim
Streamline your sales hiring process by generating custom interview scripts tai…
D 40 25 0 81
27943
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
D 40 25 0 81
27944
creativelead
UnClick Claim
AI agent tool marketplace. 60+ tools for social, e-commerce, accounting, messag…
D 40 25 0 81
27945
brunosan
Not a news feed. A signal verification system. 68,000+ AI & tech articles from…
D 40 25 0 81
27946
MicroEsim
MicroEsim Claim
MicroEsim MCP connects your AI agent to global eSIM networks. Instead of manual…
D 40 25 0 81
27947
janmacher02-xl8y
klaviyo-mcp Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
D 40 25 0 81
27948
businesshotelsdeveloper
Real-time "Bleisure" travel booking and discovery. This MCP server provides AI …
D 40 25 0 81
27949
agenticdecks
Deckrun Claim
Transforms Markdown content into professional PDF slide decks instantly. Provid…
D 40 25 0 81
27950 D 40 25 0 81
Showing 27901–27950 of 60956 servers
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