MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
26182
Scored
1610
Verified
16957
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31701
mckaystu
Enables policy-style auditing of content through the audit_vibe MCP tool to enf…
31702
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
31703
HeyZod
Live African stock market data — NGX, GSE, NSE, JSE, BRVM and 8 more. Prices, i…
31704
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
N/A N/A 95
31705
s-gun-kamolthip
Kuriflow Claim
Claude solves problems. Kuriflow makes them repeat. Stop spending AI tokens on …
N/A N/A 95
31706
day50-dev
InfiniteMCP Claim
A meta-MCP server that acts as a universal gateway, allowing users to discover …
N/A N/A
31707
Gill-tech
SoilWise is an AI + IoT-powered agricultural system that helps farmers make dat…
N/A N/A
31708
panenotgeor
# API Marketplace MCP Server Real-time product data from Amazon, eBay, Walmart…
31709
guxi666
guxi Claim
webgl流体模拟
N/A N/A 95
31710
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
31711
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
31712
flsteven87
llm-wiki-mcp Claim
MCP server for Karpathy-style LLM wikis: persistent markdown your agent grows o…
N/A N/A
31713
janmacher02-xl8y
klaviyo-mcp Claim
Klaviyo email marketing MCP server. Query campaigns, flows, segments, and subsc…
31714
stanley17112000
Search live credit card merchant offers across Amex, Chase, Citi, PayPal, Rakut…
31715
vincent-552x
CISSP certification exam prep from CISSPStudyGroup.com. 3,600+ practice questi…
31716
dgtalquantumleap-ai
WhatsApp booking, staff coordination, and invoice recovery for services.
N/A N/A 81
31717
TonyC23
Model work domains, score tasks for AI suitability, and design organisations.
N/A N/A
31718
LeooNic
An MCP server for automating Google Workspace applications including Sheets, Ap…
N/A N/A
31719
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
31720
MissingLinkz
MissingLinkz Claim
Campaign link builder & pre-launch validator. Builds UTM links, validates desti…
N/A N/A
31721
tacit-code
zenoti Claim
MCP server for Zenoti spa/wellness/medspa — guests, appointments, bookings, inv…
N/A N/A
31722
fraim-ai
Enables semantic search of project documentation using hybrid vector and full-t…
81
31723
xiaobenyang-com
local-fetch Claim
N/A N/A 95
31724
chris
annas-mcp2 Claim
N/A N/A 95
31725
lekt9
Transform your HAR network requests into usable tools for MCPs
N/A N/A 95
31726
zoomeye-ai
abc Claim
N/A N/A 95
31727
tobiasGuta
nuclei-mcp Claim
A scoped Nuclei MCP server that only scans targets from HackerOne scope snapsho…
N/A N/A
31728
razz-games
Razz Games Claim
Play provably fair games with real SOL wagering from any AI agent
N/A N/A
31729
pipeworx-io
Apology Claim
apology MCP — wraps StupidAPIs (requires X-API-Key)
31730
rrs1979
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
81
31731
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
31732
renCosta2025
gemini-cli Claim
N/A N/A 95
31733
DingDawg-dev
EU AI Act + Colorado AI Act compliance scoring. 87/100 in 60 seconds. Free loca…
N/A N/A 83
31734
rashidazarang
Enables AI agents to interact with ServiceFusion's field service management pla…
81
31735
Br0ski777
Token safety check — honeypot, tax, proxy, blacklist, risk score. GoPlus-powere…
31736
pipeworx-io
agify Claim
Agify MCP — age prediction from first name (agify.io, free, no auth)
31737
multiplist
Multiplist is an IP vault with citations, acting as an interoperable source of …
31738
racy
r324 Claim
N/A N/A 95
31739
sdtempo
Get personalized workout recommendations based on your menstrual cycle phase. A…
N/A N/A 95
31740
amrendra05
Enables browser automation and web interaction through structured accessibility…
81
31741
bobuilds
NexusToken Claim
Create/check agent tasks, discover capabilities, and run V2 Jobs on NexusToken.
N/A N/A
31742
jabberjabberjabber
Enables LLMs to search, download, and extract information from YouTube music vi…
N/A N/A 95
31743
Tewdy Claim
Find local service providers — plumbers, tutors, translators — and estimate pro…
31744
balloonf
An advanced SSH session manager that allows Claude to establish and manage mult…
81
31745
get-monitor
Connects AI assistants to GetMonitor status pages, monitors, incidents, and mai…
31746
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A 83
31747
NimbleBrainInc
Provides access to the Context7 API for searching up-to-date documentation, cod…
81
31748
benediktgirz
storylenses Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
31749 N/A N/A 95
31750 N/A N/A
Showing 31701–31750 of 33449 servers
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