MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30751
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30951 N/A N/A 95
30952
sourav-spd
A production-ready MCP server for converting documents and files to Markdown us…
30953 N/A N/A 95
30954
kensaurus
Mushi-Mushi Claim
Bug-report triage and fix-dispatch MCP for vibe coders. Ask your AI coding agen…
30955
SMABoundless
unpaywall Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
N/A N/A
30956
clauxel
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
30957
clauxel
Playwright selector risk checks with healing suggestions and receipts.
30958
junter1989k-ai
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
30959
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
30960
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
30961
CSOAI-ORG
cron-ai-mcp Claim
cron-ai-mcp MCP server by MEOK AI Labs
N/A N/A
30962
yeyorg
xamp Claim
MCP server that gives Claude Code and OpenCode direct access to your XAMPP Mari…
N/A N/A
30963
CSOAI-ORG
event-planning-ai-mcp MCP server by MEOK AI Labs
N/A N/A
30964 N/A N/A 95
30965
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
30966
deckbase
MCP server for Deckbase - exposes docs, template blocks, and project context
N/A N/A 95
30967
Termi24
eyeot ERP Claim
ERP français avec serveur MCP natif : plus de 1 800 actions métier auto-générée…
30968
fltln-io
Faultline Claim
Check infrastructure health, manage incidents, and run runbooks in Faultline.
30969
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
30970
rafaelsztutman
dtc-mcp Claim
A code-execution MCP server for Klaviyo and Shopify analytics, enabling safe Ja…
N/A N/A
30971
manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
N/A N/A
30972
skycaier
Enables remote execution of commands, file operations, screenshots, and clipboa…
30973
ashishsantikari
Enables AI agents to query structured knowledge across enterprise domains (lega…
N/A N/A
30974
infoway-api
Gives AI assistants access to real-time financial data including stock prices, …
30975
ATE-Labs
MCP server for automating VLP lab VM operations, exposing VM management tools t…
30976
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
30977
Ethereal-Jay
Enables real-time currency exchange rate lookup, conversion, historical rates, …
30978
FabianBartschDatenanalyse
Sozio Thin Claim
Enables reproducible analysis of 100 curated Swiss open-data resources by searc…
N/A N/A
30979
daedalusdevelopmentgroup
Enables AI agents to access DDG's payable services including checkout/payment c…
N/A N/A
30980
cesteral
Search Ads 360 — reporting via query language, insights, and offline conversion…
30981
nullmastermind
Establishes feedback-oriented development workflows with Web UI and desktop app…
30982
pesche012
Read-only MCP server that retrieves SEO analytics data from WordPress, Google S…
N/A N/A
30983
murilojrpereira
A generic MCP (Model Context Protocol) server that bridges any GraphQL API to C…
30984
sbrunner-atx
fldigi-mcp Claim
Enables MCP clients like Claude Desktop to control the fldigi amateur radio dig…
30985
darkerwork
A comprehensive MCP server plugin for Cocos Creator 3.8+ that enables AI assist…
N/A N/A
30986
YoussofKhawaja
kube-mcp Claim
A Model Context Protocol server that lets AI assistants query multiple Kubernet…
30987
quantumloader
MCP server for DayZ Enforce Script that gives AI coding assistants deep knowled…
N/A N/A
30988
Chiefff-Kiefff
cisco-mcp Claim
Enables LLMs to run read-only show commands on Cisco IOS/IOS-XE and Nexus switc…
30989
Fabin2024
evoltuion Claim
N/A N/A 95
30990
knownsec
Enables AI models to analyze log files from the Chuangyu Shield cloud defense p…
N/A N/A
30991
peec-ai
peec-ai-mcp Claim
Connect your AI assistant to your Peec AI account to monitor and analyze your b…
81
30992
malagodia
calculators Claim
FIRE & retirement calculators + a multi-currency portfolio rebalancer (exact bu…
30993
Query your local network in plain language: devices, open ports, security findi…
N/A N/A 76
30994
felixkwasisarpong
Incident Triage MCP is a Model Context Protocol (MCP) server for incident triag…
30995
stratosphereips
Enables natural language interaction with Zotero libraries, allowing users to s…
N/A N/A
30996
Zahid-Abbas-Ali-Baig
Convert documents to Markdown using MarkItDown
N/A N/A
30997
hamzatrq
Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
30998
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
30999
AntonChuraev99
Read, AI-create, and edit your Gisti checklists in plain language from any MCP …
31000
VERMAXVR
A collection of MCP servers for Kali Linux that empower AI Agents in reverse en…
N/A N/A 95
Showing 30951–31000 of 64798 servers
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