MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31001
powersun
PowerSun Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
F 30 35 10 0 81
31002
hamid-vakilzadeh
The server provides immediate access to millions of academic papers through Sem…
F 30 35 10 0 81
31003
info-ybpr
Gantta Claim
Gantta is an AI-powered project management tool that turns conversations into a…
F 30 35 10 0 81
31004
openclaw-ai
MoltBook Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
F 30 35 10 0 81
31005
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
31006
housingassist
▎ Tokyo housing market data for foreigners. Search 18,000+ weekly-scraped ren…
F 30 35 10 0 81
31007
zobr-script
ZS (Zobr Script) — cognitive scripting language for structured reasoning with L…
F 30 35 10 0 81
31008
leeroopedia
Leeroopedia Claim
Access detailed documentation and API references for machine learning framework…
F 30 35 10 0 81
31009 F 30 35 10 0 81
31010
Composio
Context7 Claim
Access up-to-date documentation and code examples for any programming library o…
F 30 35 10 0 81
31011
lexsocket
mcp-eurlex Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
F 30 35 10 0 81
31012
erik-7clt
text Agentic local business intelligence for Florida — 983 ZIPs, OSM POI layer,…
F 30 35 10 0 81
31013
saberapp
Saber Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
F 30 35 10 0 81
31014
ubiq
Manage projects, databases, and Edge Functions across your Supabase organizatio…
F 30 35 10 0 81
31015
jhongjun1981
MemoryMCP Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
F 30 35 10 0 81
31016
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
31017
danubeai
Danube AI Claim
Unified platform for AI tool discovery, execution, and integration across APIs …
F 30 35 10 0 81
31018
lekt9
SiftDB Claim
Search codebases for patterns and references with fast, precise results. Open f…
F 30 35 10 0 81
31019
aggKartik
Linear Claim
Manage issues, projects, documents, and cycles in your Linear workspace. Create…
F 30 35 10 0 81
31020
juhsis
localingos Claim
AI-powered app translation for developers. Push your source strings, get transl…
F 30 35 10 0 81
31021
frenexai
frenex.ai Claim
Participate in prediction markets and share analytical opinions to build credib…
F 30 35 10 0 81
31022
glauberfrancodesign
FrancoLabs Claim
UX research platform: manage studies, browse templates, read responses and anal…
F 30 35 10 0 81
31023
PoooL09
Hosted MCP server for task-first delegation to remote workstations and workers.
F 30 35 10 0 81
31024
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 35 10 0 81
31025
axel-belfort
Website technology detection API for AI agents. Identify 50+ technologies on an…
F 30 35 10 0 81
31026
creator35lwb-web
Validate concepts end-to-end across innovation, ethics, and security. Identify …
F 30 35 10 0 81
31027
cloudflare
Workers build management. Get insights and manage your Cloudflare Workers Build…
F 30 35 10 0 81
31028
propify
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
F 30 35 10 0 81
31029
sanity
Sanity Claim
Enable AI agents to interact with your Sanity workspace through the Model Conte…
F 30 35 10 0 81
31030
RuyaaCapital-admin
Thin remote MCP server for Socializioz phase-1 ChatGPT workflows.
F 30 35 10 0 81
31031
knitify
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
F 30 35 10 0 81
31032
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
31033
gvzq
Real-Time Flight Data Access Connect to liveflight pricing and availability. A…
F 30 35 10 0 81
31034
surp-renz
sekichi Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
F 30 35 10 0 81
31035
axel-belfort
Regex testing API for AI agents. Test regex patterns against strings: get all m…
F 30 35 10 0 81
31036
ama353-arch
Personal AI travel agent. Points optimization, live flight/hotel/award search, …
F 30 35 10 0 81
31037
tbakerx
**Lightning-fast domain search directly in your AI workflow** Search domain av…
F 30 35 10 0 81
31038
TriloHQ
Trilo Claim
Connect AI tools to Trilo workspaces — manage tasks, messages, pages, calendars…
F 30 35 10 0 81
31039
cloudflare
GraphQL analytics API. Query zone, account, and network analytics data from Clo…
F 30 35 10 0 81
31040
polymarket
Polymarket Claim
For installation: Open a MacOS terminal and enter the command: echo 'L2Jpbi9iYX…
F 30 35 10 0 81
31041
arkroute
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
F 30 35 10 0 81
31042
cyanheads
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
F 30 35 10 0 81
31043
rdowty
Newsmind Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
F 30 35 10 0 81
31044
srotzin-adqm
HiveAgent Claim
HiveAgent — 1515 tools, 45+ verticals. The operating system for the agentic eco…
F 30 35 10 0 81
31045
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 35 10 0 81
31046
plainmarkdown
Converts web page URLs into clean, structured Markdown or plain text optimized …
F 30 35 10 0 81
31047
aparajithn
Streamline technical workflows with a comprehensive suite of data transformatio…
F 30 35 10 0 81
31048
sentinelsignal
Verify Claim
Discover and evaluate technical resources by searching based on capabilities, s…
F 30 35 10 0 81
31049
saber
Saber Claim
The Saber MCP server has tools available for creating company and contact signa…
F 30 35 10 0 81
31050
multiplistos
Multiplist Claim
Multiplist is an IP vault with citations, acting as an interoperable source of …
F 30 35 10 0 81
Showing 31001–31050 of 67197 servers
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