MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7401
marcoeg
mcp-bauplan Claim 1
A minimalist MCP server for interacting with Bauplan data tables and executing …
B 70 55 84 41 41 80 99
7402
abcpro1
mcp-cli-catalog Claim 1
An MCP server that publishes CLI tools on your machine for discoverability by L…
B 70 54 69 65 N/A 43 95 70
7403
nancheng582-jpg
Polymarket MCP Server Claim 1
Enables Claude to autonomously trade, analyze, and manage positions on Polymark…
B 70 55 84 40 49 81 94
7404
joehaddad2000
Adds persistent task management to AI coding assistants in IDEs, allowing them …
B 70 54 76 37 N/A 47 94 92
7405
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7406
mostafa-drz
Enables remote control and monitoring of Claude Code sessions from mobile devic…
B 70 54 70 43 N/A 42 95 99
7407
stass
exif-mcp Claim 1
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
B 70 54 57 62 N/A 42 92 96
7408
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7409
ibbykhazanchi
Enables interaction with Athena Health's API for comprehensive healthcare pract…
B 70 55 78 61 16 81 99
7410
mjmorales
Simple MCP Runner makes it effortless to safely expose system commands to langu…
B 70 54 72 33 N/A 59 95 90
7411
Nicolas-One
Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON valida…
B 70 55 84 61 53 81 61
7412
JexinSam
MSSQL MCP Server Claim 1
A Model Context Protocol server that enables secure and structured interaction …
B 70 55 75 48 64 69 96
7413
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7414
frishtik
A comprehensive MCP server that exposes multiple OSINT tools to AI assistants l…
B 70 54 90 28 N/A 42 95 88
7415
0xgasless
A Model Context Protocol server that enables gasless blockchain transactions di…
B 70 55 57 63 49 81 100
7416
AndrewCTF
An MCP server that enables searching YouTube and retrieving high-accuracy video…
B 70 44 41 N/A N/A 48 95 97
7417
dragomirweb
Crawl4Claude Claim
A comprehensive, domain-agnostic documentation scraping and AI integration tool…
B 70 54 82 41 N/A 30 95 93
7418
AyoubTRD
Enables AI assistants to perform code reviews by providing access to staged fil…
B 70 55 66 100 N/A 23 95 51
7419
GeiserX
genieacs-mcp Claim 1
MCP server bridging GenieACS TR-069 ACS instances to LLMs for CPE device manage…
B 70 54 35 62 N/A 67 95 100
7420
x8yuv
Weather MCP Server Claim
Provides weather forecasts and alerts for US locations using the National Weath…
B 70 55 84 100 28 81 35
7421
iamanishroy
FireMCP Claim
Enables AI agents and LLMs to securely interact with Firestore databases throug…
B 70 55 72 52 44 81 97
7422
zereight
confluence-mcp Claim
jira, wiki mcp
B 70 55 78 63 28 81 90
7423
rdwj
A production-ready MCP server template that enables developers to quickly build…
B 70 55 84 51 38 80 89
7424
arunhotra
Enables management of F5 BIG-IP load balancers through secure authentication an…
B 70 55 74 68 23 81 93
7425
RMRanjit
Provides persistent memory for Claude by implementing a local knowledge graph t…
B 70 54 78 51 N/A 18 95 95
7426
kevinuehara
devto-mvp-server Claim
This is a complete MCP (Model Context Protocol) server that implements a articl…
B 70 55 70 61 39 81 93
7427
nick0918964388
Wraps IBM Maximo API services as MCP tools, enabling AI applications like Dify …
B 70 55 74 68 22 81 94
7428
kevindarstNBB
MCP server for searching horse boarding facilities and trainers across the Unit…
B 70 44 60 37 81 98
7429
tomohiro-owada
devrag Claim
Lightweight local RAG MCP server for semantic vector search over markdown docum…
B 70 54 82 28 N/A 64 90 85
7430
kbhuw
Enables serving and querying documentation with AI capabilities, allowing users…
B 70 55 78 43 44 81 99
7431
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7432
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7433
fr0ster
mcp-abap-adt Claim 1
MCP server for SAP ABAP ADT: repository analysis and CRUD for RAP and classic A…
B 70 54 90 52 N/A 84 95 28
7434
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7435
jfposton
Enables searching the Wake County Public Library catalog and all NC Cardinal li…
B 70 55 60 82 29 81 91
7436
JoshDoesIT
Enables automated review and analysis of network security controls (AWS Securit…
B 70 55 96 33 39 81 92
7437
andresfrei
Enables read-only access to multiple Google Drive accounts simultaneously throu…
B 70 55 66 72 28 81 93
7438
zhaoyouj
MCP-Slicer Claim
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
B 70 54 90 38 N/A 33 87 90
7439
willc121
Enables querying Garmin health data stored in Supabase through natural language…
B 70 55 78 57 27 81 98
7440
qso-graph
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
B 70 54 72 41 38 95 98
7441
zorrobyte
macnotes-mcp Claim
A production-ready MCP server for macOS that provides async, cache-backed acces…
B 70 54 76 28 N/A 64 88 99
7442
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7443
jonradoff
lightcms Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
B 70 54 64 40 74 81 98
7444
dbono711
Enables AI-powered network automation through natural language interactions wit…
B 70 55 78 43 47 81 100
7445
DrDroidLab
Grafana MCP Server Claim
A server that enables AI assistants to access and query Grafana dashboards, met…
B 70 55 80 43 43 81 97
7446
mytechnotalent
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, deliv…
B 70 54 64 42 55 95 94
7447
bobbyhiddn
Sympathy-MCP Claim 2
An MCP server for managing Incus virtual machines through structured tools for …
B 70 55 51 82 N/A 27 92 91
7448
raulUbillos
Integrates with Jira REST API to create tickets with customizable fields and re…
B 70 55 78 66 19 81 90
7449
tatocode
MCP-Demo Claim
A minimal demonstration of an MCP service and client that integrates with the q…
B 70 55 72 55 39 81 99
7450
unosend
Unosend MCP Server Claim 1
Enables AI assistants to send emails and SMS messages through the Unosend API. …
B 70 55 90 46 27 80 95
Showing 7401–7450 of 67197 servers
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