MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 2 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23851
node2flow
Google Docs Claim 1
MCP server for Google Docs : create, read, edit, format, and manage documents t…
F 30 35 10 0 81
23852
mintmcp
gmail Claim
A MintMCP server for Gmail that lets you search, read, and draft emails and rep…
F 30 35 10 0 81
23853
temporal-cortex
Temporal Cortex is a Model Context Protocol server that gives AI agents determi…
F 30 35 10 0 81
23854
machfive
Generate hyper-personalized cold email sequences. List campaigns, generate emai…
F 30 35 10 0 81
23855
shibui
## Server Description Screen 5,200 US stocks across 64 years of daily prices, …
F 30 35 10 0 81
23856
jackasser
Create and manage Mermaid.js flowcharts and diagrams with AI agents via MCP.
F 30 35 10 0 81
23857
copernican-admin
TourClaim Claim
Streamline the management of travel insurance claims and booking lookups for to…
F 30 35 10 0 81
23858
harshith
core Claim
Recall past conversations and user preferences with searchable long‑term memory…
F 30 35 10 0 81
23859
well
Well Claim
Manage business data including invoices, companies, and contacts through a stru…
F 30 35 10 0 81
23860
cookiy-ai
Cookiy Claim
AI user research through MCP: studies, AI interviews, recruitment, and insight …
F 30 35 10 0 81
23861
science
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
F 30 35 10 0 81
23862
waleed-2002
Transforms vague prompts into detailed, structured, and actionable instructions…
F 30 35 10 0 81
23863
trust-security
Trust Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
F 30 35 10 0 81
23864
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 35 10 0 81
23865
smithery-ai
Provide real-time and forecast weather information for locations in the United …
F 30 35 10 0 81
23866
kontrollfeld
beleg.bot Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
F 30 35 10 0 81
23867
maxbeech
Athenic Claim
Transform Your AI Assistant into a True Business Automation Platform Athenic i…
F 30 35 10 0 81
23868
Strutterai
Strutter AI Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
F 30 35 10 0 81
23869
nageshyp
vsf-club Claim
F 30 35 10 0 81
23870
websitepublisher
WebsitePublisher.ai — Build and publish websites through AI conversation Websit…
F 30 35 10 0 81
23871
lexsocket
mcp-eurlex Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
F 30 35 10 0 81
23872
scamverify
ScamVerify Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
F 30 35 10 0 81
23873
rainbowgore
Tracks tech news and web signals to identify unannounced product launches. Anal…
F 30 35 10 0 81
23874
ronald
prismmeta Claim
Search your data in natural language, analyze datasets, and generate polished r…
F 30 35 10 0 81
23875
MyceliumLabs
Prospector Claim
Locates contact information for potential leads across various platforms. Strea…
F 30 35 10 0 81
23876
csgaglobal
COBOL Bridge Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
F 30 35 10 0 81
23877
oracle42
Sovereign AI intelligence platform with 94,000+ threat intelligence data points…
F 30 35 10 0 81
23878
aiamindennapokban
Manage and query Hungarian invoice data directly through the National Tax and C…
F 30 35 10 0 81
23879
node2flow
Binance TH Claim 1
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
F 30 35 10 0 81
23880
mjcaballero1126
lia Claim
Share a brief name and what your server does so I can craft a clean title and b…
F 30 35 10 0 81
23881
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 35 10 0 81
23882
membridge
MemBridge Memory MCP Server allows you to share your memory across multiple AI …
F 30 35 10 0 81
23883
verifiedstate
Verified memory for AI agents. Signed assertions, billing attestation, session …
F 30 35 10 0 81
23884
snaprender
SnapRender Claim
Capture high-quality screenshots and PDFs of any website with advanced features…
F 30 35 10 0 81
23885
xatbot
Orbitax Claim
Access comprehensive global tax data, compliance tracking, and regulatory updat…
F 30 35 10 0 81
23886
kyomi
Kyomi Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
F 30 35 10 0 81
23887
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
23888
sweeppea
Sweeppea MCP Claim
Sweeppea MCP: Professional US & Canada Sweepstakes Compliance Manage sweepstak…
F 30 35 10 0 81
23889
francofuji
Generate temporary email addresses to protect your primary inbox from spam when…
F 30 35 10 0 81
23890
DevsHero
ShadowCrawl Claim
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg …
F 30 35 10 0 81
23891
creator35lwb-web
Validate concepts end-to-end across innovation, ethics, and security. Identify …
F 30 35 10 0 81
23892
frontier-signal
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
F 30 35 10 0 81
23893
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
23894
anusha5191
Access U.S. National Weather Service alerts, forecasts, observations, radar, an…
F 30 35 10 0 81
23895
MaciejCoinAPI
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
F 30 35 10 0 81
23896
zaitrarrio
todo Claim
Stay organized with quick task capture and clear tracking. Create, review, comp…
F 30 35 10 0 81
23897
xtomd
Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free, n…
F 30 35 10 0 81
23898
found402
Compresses large blocks of text, code, or conversation history into hyper-dense…
F 30 35 10 0 81
23899
slamai
A unified DeFi data server for Ethereum and Base, delivering real-time token pr…
F 30 35 10 0 81
23900
Himalayas
Search remote jobs, post job listings, find remote candidates, check salary ben…
F 30 35 10 0 81
Showing 23851–23900 of 33332 servers
« Prev 1 476 477 478 479 480 667 Next »