MCP Server Quality Scores

Independent quality analysis of 61045 public MCP servers

61045
Discovered
29988
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28851
aparajithn
Streamline technical workflows with a comprehensive suite of data transformatio…
F 30 35 10 0 81
28852
datadigital
Card Catalog Claim
Authenticate identities and earn professional certification badges through tier…
F 30 35 10 0 81
28853
mrodasensio
Access U.S. National Weather Service alerts, forecasts, radar, observations, an…
F 30 35 10 0 81
28854
kongyo2
Search Zod v4 documentation and public references. Ask targeted questions about…
F 30 35 10 0 81
28855
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
28856
pipeworx
Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain …
F 30 35 10 0 81
28857
science
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
F 30 35 10 0 81
28858
chuhuoyuan
Explore a GitHub repository's wiki to discover topics and read pages effortless…
F 30 35 10 0 81
28859
trackingtime
Query time entries, projects, tasks, and team productivity data from any AI ass…
F 30 35 10 0 81
28860
ateam-ai
ADAS Claim
Design, validate, and deploy complex automated skills and cross-skill solutions…
F 30 35 10 0 81
28861 F 30 35 10 0 81
28862
preston
Danube Claim
The App Store for Agent Tools
F 30 35 10 0 81
28863
chuhuoyuan
Find the right library and fetch its up-to-date documentation in one step. Reso…
F 30 35 10 0 81
28864
jiayuanliang0716
arbitova Claim
Official Arbitova MCP server — AI-powered escrow and arbitration for autonomo…
F 30 35 10 0 81
28865
mifactory-bot
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
F 30 35 10 0 81
28866
learnnaga
ai-103 Claim
F 30 35 10 0 81
28867
AITutor3
Get real-time departure hall congestion, flight statuses, and parking availabil…
F 30 35 10 0 81
28868
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28869
ayni-protocol
Ayni Claim
Facilitate standardized communication between agents using a specialized glyph-…
F 30 35 10 0 81
28870
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 35 10 0 81
28871
cybrlab-ai
PreClick Claim
PreClick: An intent + security layer for agent browsing that verifies each dest…
F 30 35 10 0 81
28872
markchiang
agent-ip Claim
GeneOnline Agent IP MCP Server
F 30 35 10 0 81
28873
versedb
versedb-mcp Claim
Comic book database — search comics, creators, characters, and manage your coll…
F 30 35 10 0 81
28874
ThinAirTelematics
geo Claim
Geocoding, truck routing, traffic, weather, and place search via MCP — 11 hoste…
F 30 35 10 0 81
28875
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
F 30 35 10 0 81
28876
SuperSend
SuperSend MCP connects your AI assistant (Cursor, Claude, Windsurf) to SuperSen…
F 30 35 10 0 81
28877
smithery-ai
Fetch Claim
A simple tool that performs a fetch request to a webpage.
F 30 35 10 0 81
28878
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
28879
oracle42
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
F 30 35 10 0 81
28880
machfive
Generate hyper-personalized cold email sequences. List campaigns, generate emai…
F 30 35 10 0 81
28881
gantta
Gantta Claim
Turn conversations into project plans. Gantta connects your AI assistant to a f…
F 30 35 10 0 81
28882
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
28883
jon-ag46
troystack Claim
AI-powered precious metals data. Live gold/silver/platinum/palladium spot price…
F 30 35 10 0 81
28884
nexgendata-apify
SEO audit toolkit: feed it a URL, get back rendered content, the technology sta…
F 30 35 10 0 81
28885
WellnessPulse
Wellness Pulse MCP is a plug-and-play intelligence layer that transforms raw we…
F 30 35 10 0 81
28886
xfigr-com
JobGPT MCP server automates your entire job search — from finding jobs to auto …
F 30 35 10 0 81
28887
ferranfg
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
F 30 35 10 0 81
28888
dashev88
Converts complex information between diverse formats including JSON, CSV, PDF, …
F 30 35 10 0 81
28889
node2flow
Binance Claim 1
MCP server for Binance Global — the world's largest cryptocurrency exchange. 23…
F 30 35 10 0 81
28890
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
F 30 35 10 0 81
28891
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
28892
irvmar
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
F 30 35 10 0 81
28893
lekt9
Unreel Claim
Create high-quality videos directly from natural language scripts and text desc…
F 30 35 10 0 81
28894
avabuildsdata
Search US business registrations, building permits, SEC filings, and federal co…
F 30 35 10 0 81
28895
saurabhsharma2u
The verified hub for conferences and journals. Powered by AI to match your scho…
F 30 35 10 0 81
28896
aigen
Agent collaboration toolkit. Register agents, reputation ranks, service marketp…
F 30 35 10 0 81
28897 F 30 35 10 0 81
28898
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
28899
TriloHQ
Trilo Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
F 30 35 10 0 81
28900
rainbowgore
Tracks tech news and web signals to identify unannounced product launches. Anal…
F 30 35 10 0 81
Showing 28851–28900 of 61045 servers
« Prev 1 576 577 578 579 580 1221 Next »