MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29951
Search CupShup's marketing knowledge base — services, case studies, and insight…
29952
Explore the World through Live Webcams Explore the World in Real-Time: 10,000+ …
29953
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29954
moltarch Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
29955
Dhenenjay
Enables satellite imagery analysis through Google Earth Engine, allowing users …
81
29956
@itorisaias
Demonstrate and validate the Model Context Protocol server implementation with …
81
29957
PierrunoYT
Enables high-quality text-to-image generation and image editing using FAL AI's …
81
29958
jbb1988
wheretohit Claim
81
29959
gaproll Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
29960
ehdgns1766
test-server Claim
N/A N/A 95
29961
smartdatabrokers
Slideforge Claim
Generate consulting-quality PowerPoint slides via AI. Real .pptx files, not web…
29962 N/A N/A 95
29963
nahdd123uosackr
nahdd123 Claim
N/A N/A 95
29964
jessicayanwang
wiki-mcp Claim
N/A N/A 95
29965
ndeast
Provides Claude with SQL access to Hevy workout history and personal training c…
N/A N/A 95
29966
patchorbit
domscribe Claim
Domscribe is a pixel-to-code development tool that bridges the gap between runn…
N/A N/A
29967
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
29968
teardown-dev
A Cloudflare-deployable server that implements Model Context Protocol (MCP) cap…
81
29969
JoseAyobami
An MCP server that allows Claude Desktop to query Monad testnet for MON token b…
N/A N/A 95
29970
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
81
29971
@praveenislive
weather_mcp Claim
N/A N/A 95
29972
kiyoung8
Provides comprehensive M/M/1 queuing system simulation capabilities including t…
N/A N/A 95
29973
Traia-IO
An MCP server that provides access to the Nager.Date API, enabling AI agents to…
29974
wooxogh
Automatically generates Architecture Decision Records (ADRs) from Claude Code c…
N/A N/A
29975
Rexi-sh
Enables AI assistants to interact with the Rexi API through a comprehensive wra…
81
29976
ddonathan
An MCP server that enables LLMs to interact with IT Glue documentation, includi…
81
29977
YouTube search interest and trend data over time, with growth metrics. Free key…
67
29978
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
29979 N/A N/A 95
29980
docat0209
Turn any GraphQL API into MCP tools. Auto-introspection, flat schemas for LLM c…
N/A N/A 95
29981
ycdvll
Connect AI agents to licensed financial intermediaries in France: insurance, cr…
81
29982
isakskogstad
Enables searching and retrieving detailed information about Swedish companies, …
81
29983
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
29984
MariaDB
mcp-kp Claim
N/A N/A 95
29985 N/A N/A 95
29986
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
29987
Morbidity and Mortality Weekly Reports and disease surveillance
67
29988
ranjaka
MCP Server Demo Claim 1
A Model Context Protocol server that provides tools and resources for Java CI/C…
81
29989
sachitrafa
yourmemory Claim
Ebbinghaus-based persistent memory for Claude. Memories decay with time, streng…
N/A N/A 81
29990
vidursharma202-del
threadline Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
81
29991
wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A
29992
AlexandreCalvet
An MCP server that gives Claude access to Ogury's campaign reporting API, enabl…
81
29993
aicrafted
searxng-mcp Claim
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
N/A N/A
29994
MCP server for VMware Aria Operations for Logs (formerly vRealize Log Insight).…
N/A N/A
29995
Spotify podcast and artist trends over time, with growth metrics. Free key at t…
67
29996
Remote enterprise management of Android devices and apps
67
29997
ammar-rcyber
Enables AI assistants to securely access Epic Healthcare Systems patient data t…
81
29998
spajjuri.pro
vsfclubnew4 Claim
N/A N/A 95
29999
dravidsajinraj-iex
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
N/A N/A 95
30000
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
Showing 29951–30000 of 30006 servers