MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14551
grocco
Remote MCP Server Claim
A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) s…
D 50 66 54 57 0 21 81 81
14552
Jeremy-33456
MCP4Amazon Claim 1
An MCP server that enables large language models to directly access and analyze…
D 50 54 27 25 N/A 20 95 82
14553
davanstrien
An unofficial MCP server that provides semantic search capabilities for Hugging…
D 50 66 60 33 0 40 81 92
14554
stefanstranger
MCP Server for retrieving Signal messages using signal-export logic.
D 50 54 27 22 N/A 19 95 88
14555
Cavendo-AI
Save and query market signals from your AI conversations.
D 50 66 76 0 0 57 81 95
14556
alexeydubinin
HH JIRA MCP Server Claim 3
A Model Context Protocol server that enables integration with JIRA, allowing us…
D 50 54 45 30 N/A 19 87 63
14557
coastli
Bazi MCP Claim 1
Provides accurate Chinese Bazi (八字) fortune-telling calculations including birt…
D 50 66 62 56 0 47 83 53
14558
AbdelatifAbualya
A drop-in MCP server implementation for Next.js projects using Vercel MCP Adapt…
D 50 66 60 50 0 39 81 67
14559
mcpol-studio
SSH MCP Server Claim 1
An MCP server that enables AI assistants to execute shell commands and manage f…
D 50 55 45 15 40 67 88
14560
deeppath-ai
Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysi…
D 50 66 50 50 0 46 81 80
14561
su-myeong
Send greetings, perform quick calculations, check the current time, and generat…
D 50 64 60 56 0 29 95 55
14562
CiscoDevNet
Enables AI assistants to query Cisco ThousandEyes v7 API for network monitoring…
D 50 66 72 20 0 48 82 81
14563
xiaobenyang-com
Chess Claim 1
An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validat…
D 50 64 57 68 0 45 95 35
14564
mottibec
An MCP server implementation that enables dynamic configuration of OpenTelemetr…
D 50 54 45 31 N/A 47 90 35
14565
doodlydan
mcp.shop Claim
An MCP-based web shop server that enables users to authenticate and order t-shi…
D 50 66 72 10 0 46 81 95
14566
syrusakbary
Enables users to search and retrieve cupcake order records through natural lang…
D 50 66 42 53 0 37 81 92
14567
xiaobenyang-com
Search for word definitions from modern Chinese dictionaries to provide users w…
D 50 64 72 67 0 45 95 15
14568
aamangeldi
Get a random dad joke or search by keyword to fit any moment. Retrieve specific…
D 50 66 48 30 0 50 83 98
14569
boluoyanshu
A server that integrates with Claude to merge facial images with ID photo backg…
D 50 55 48 17 16 81 82
14570
wenjiazhu
Provides offline, high-accuracy OCR capabilities for images and PDFs using macO…
D 50 64 42 41 0 32 95 92
14571
hyunol7
A Model Context Protocol server that integrates with Slack API, allowing users …
D 50 55 45 43 16 82 58
14572
allanhale
Enables read-only access to NORA dashboard data from Upstash Redis, covering OK…
D 50 55 48 0 25 80 98
14573
sleipner42
MatMCP Claim
Enables AI assistants to interact with Mathem.se, a Swedish online grocery stor…
D 50 64 68 23 0 22 95 89
14574
tomoyasasakimskk
A Model Context Protocol server that provides jokes on demand, allowing users t…
D 50 66 33 52 0 41 81 100
14575
YashKushwaha
Provide a simple and minimal MCP server implementation to help developers get s…
D 50 54 24 17 N/A 19 92 100
14576
Attilio81
MCP Public APIs Claim 1
An MCP server that indexes the public-apis catalogue, allowing LLMs to search a…
D 50 55 45 0 27 82 99
14577
wgong
Explore, query, and inspect SQLite databases with ease. List tables, preview re…
D 50 66 62 28 0 42 81 91
14578
echomindr
echomindr Claim
Real founder decisions, lessons and signals from 100+ podcasts — searchable by …
D 50 66 76 10 0 45 82 92
14579
switchblxdee
MCP Guide Claim
A guide for implementing Model Context Protocol (MCP) servers that provide AI m…
D 50 55 42 35 34 81 58
14580
fabiogomez
Shell MCP Server Claim
Enables execution of shell commands through a terminal tool and provides access…
D 50 54 54 25 N/A 24 77 66
14581
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
D 50 64 72 36 0 45 95 48
14582
martc03
Real-time CVE lookup with NIST NVD 2.0, CISA KEV alerts, EPSS exploitation prob…
D 50 66 84 0 0 48 80 93
14583
jhw7500
Email MCP Server Claim 2
This MCP server enables users to manage emails via POP3 and SMTP protocols, all…
D 49 55 72 0 30 74 65
14584
vasstavkumar
weather-mcp Claim
Returns the current and recent weather data using city name or pincode(india). …
D 49 54 32 21 N/A 4 95 89
14585
madzarm
mcp-server-gelato Claim
D 49 64 72 0 0 45 95 86
14586
xiaobenyang-com
claude-code-mcp Claim
A comprehensive guide and template collection for building model Context Protoc…
D 49 64 72 62 0 45 95 12
14587
fennel-s
Remote MCP Server Claim
A Cloudflare Workers-based implementation of Model Context Protocol (MCP) serve…
D 49 66 54 57 0 21 81 79
14588
RelayPlane
RelayPlane Claim 1
Enables efficient AI workflow orchestration by chaining multi-step LLM operatio…
D 49 66 78 62 0 27 76 41
14589
akarnik23
Enables access to GitHub repositories and data through the GitHub API. Supports…
D 49 66 48 46 0 22 81 96
14590
Dave4522
This server provides access to various categories of jokes, including developer…
D 49 66 48 28 0 50 81 94
14591
giannisanni
Kokoro TTS MCP Server Claim 1
Provides text-to-speech capabilities through the Model Context Protocol, allowi…
D 49 55 48 27 19 76 70
14592
ramadasmr
Look up DNS information for any domain to troubleshoot issues and gather insigh…
D 49 66 56 17 0 48 81 100
14593
jenniferjiang0511
Greet people by name and check local forecasts and weather alerts across the U.…
D 49 66 60 23 0 45 81 90
14594
PabloLec
Audit certificates and keystores to surface expiry risks, weak algorithms, and …
D 49 66 40 50 0 42 81 91
14595
mantrakp04
A template for deploying a Model Context Protocol server on Cloudflare Workers …
D 49 66 54 55 0 26 81 77
14596
fastnai
Fastn Server Claim 1
An MCP server that enables dynamic tool registration and execution based on API…
D 49 66 69 10 0 48 82 92
14597
saurabhlalsaxena
Enables deploying a Model Context Protocol (MCP) server on Cloudflare Workers w…
D 49 66 54 60 0 21 81 77
14598
answerlink
An all-in-one MCP server providing complete AI agent capabilities including fil…
D 49 66 54 42 0 36 80 86
14599
Richardsun85
Enables deploying a Model Context Protocol server on Cloudflare Workers with in…
D 49 66 54 57 0 21 81 77
14600
Abhishek3689
Weather MCP Server Claim
Enables AI assistants to fetch real-time weather data, forecasts up to 10 days,…
D 49 66 48 33 0 39 82 98
Showing 14551–14600 of 67226 servers
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