MCP Server Quality Scores

Independent quality analysis of 34076 public MCP servers

34076
Discovered
28891
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33951 N/A N/A 95
33952
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
33953
Gabrielmcp78
A persistent server using Unix sockets that provides file operations and real-t…
N/A N/A 95
33954
ArkTechNWA
Enables AI assistants to interact with Docker containers through safe, permissi…
N/A N/A 95
33955
ruchy-mcp Claim 2
MCP server for Ruchy: code analysis, scoring, linting, formatting, and transpil…
N/A N/A 81
33956
superyw123
copilot Claim
N/A N/A 95
33957
botoi
Botoi MCP Claim
49 developer utility tools for AI assistants. DNS lookup, WHOIS, IP geolocation…
81
33958
MCP server for Nginx Proxy Manager with full API coverage (43 tools)
N/A N/A 81
33959
axel-belfort
User agent string parser API for AI agents. Parse any user agent into structure…
81
33960
Orchid1970
Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports int…
81
33961
mception Claim 1
Audits other MCP servers for security risks. Returns safe / caution / unsafe / …
N/A N/A 81
33962
Sarakael78
MCP Memory Claim
Enables AI assistants to remember and retrieve user information across conversa…
81
33963
hamster-blip
Enables AI assistants to access and analyze Oura Ring health data including sle…
81
33964
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
N/A N/A 95
33965
investbuddy-mcp
Professional-grade stock market analysis and predictions powered by AI, accessi…
N/A N/A 95
33966
buildbetter-app
BuildBetter Claim
AI for product teams. Connect all your company and customer knowledge to all of…
81
33967
geraservicesuk
E-commerce marketplace: search products, order, track shipments. 50+ countries.
N/A N/A 95
33968
A lightweight MCP server for Stata.
N/A N/A 81
33969
rupinder2
mcp-gateway Claim
Aggregates tools from multiple MCP servers with unified BM25/regex search and d…
N/A N/A 81
33970
axel-belfort
HTTP header security analysis API for AI agents. Analyze response headers for a…
81
33971
andremir
A simple demonstration MCP server that responds with "4" when greeted with "hel…
N/A N/A 95
33972
YounggheeJang
pumpbhp Claim
N/A N/A 95
33973
scoutscore
ScoutScore Claim
Trust scoring for AI agents. Check scores, fidelity, and flags for x402 service…
N/A N/A 95
33974
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
N/A N/A
33975
ruegreen
Enables AI agents to interact with Cisco API Gateway pods endpoints for complet…
81
33976
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
33977
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
N/A N/A 95
33978
shmoon-7297
mcp_sererver Claim
N/A N/A 95
33979
connor
penni-mcp Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
N/A N/A 95
33980
mirinda-cmd
Explore a variety of implementations that enhance Large Language Models with se…
N/A N/A 95
33981
buska
Buska Claim
Buska is a social listening and B2B lead generation tool that monitors 30+ plat…
81
33982
thorsten-zoerner
87+ specialized tools for German and European energy data. Direct AI access to …
N/A N/A 95
33983
xiaobenyang-com
Speed up AntV projects by guiding you to the right library and shaping clear st…
N/A N/A 95
33984
anchorregistry
On-chain provenance lookup for AnchorRegistry. Resolve AR-IDs, hashes, and full…
33985 N/A N/A 95
33986
rahulphenomenon
careermax Claim
All the tools you need to land your next job
N/A N/A 83
33987
168moons
A template for running Model Context Protocol servers on Vercel with Redis supp…
N/A N/A 95
33988
julehalim
A FastAPI backend service that connects to Azure's Managed Chat Project using G…
N/A N/A 95
33989 N/A N/A 95
33990
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
33991
Quant-M2M
Web scraping and crypto price oracle MCP. Pay 1 USDC on Base for 1h access.
33992
purposemc
test-server Claim
N/A N/A 95
33993
JayantCBX
Enables querying Google Search Console and Google Analytics 4 data to retrieve …
81
33994
dgtalquantumleap-ai
Proximity-based card fraud detection with AI risk scoring.
N/A N/A 75
33995 N/A N/A 95
33996
abhishekmprovoke
Enables AI-powered mobile app testing and automation through Appium, using Azur…
81
33997
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
N/A N/A 95
33998 N/A N/A 95
33999
hunter-stradley
Provides end-to-end 3D printing automation for Bambu Lab printers, allowing use…
N/A N/A 95
34000
DevMan57
A local voice interface providing high-performance speech recognition and natur…
N/A N/A 95
Showing 33951–34000 of 34076 servers