MCP Server Quality Scores

Independent quality analysis of 48148 public MCP servers

48148
Discovered
29622
Scored
2112
Verified
16952
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9451
adhikasp
mcp-reddit Claim
A Model Context Protocol (MCP) server that provides tools for fetching and anal…
C 67 54 66 32 N/A 49 95 94
9452
greenoceanbird
An automated security operations center MCP server that uses LLMs and network a…
C 67 54 68 60 N/A 25 92 78
9453
unununununununun
Enables compilation of Delphi (RAD Studio) Object Pascal projects through natur…
C 67 55 54 57 N/A 35 95 88
9454
oneagentlabs
Provides real-time AI model pricing, cost estimation, and budget management too…
C 67 55 66 52 35 83 92
9455
veonua
smartthings-mcp Claim
A lightweight server for Samsung SmartThings, offering tools to manage devices …
C 67 55 50 66 42 81 93
9456
Miguel0888
Calibre MCP Server Claim
Provides AI agents with research capabilities for local Calibre e-book librarie…
C 67 54 68 32 N/A 60 95 80
9457
VaishnaviJagan
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
C 67 55 94 41 22 78 86
9458
Moe03
Provides access to Google Maps API functionality including geocoding, place sea…
C 67 55 86 83 40 80 29
9459
clpi
Say Hello Claim
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
C 67 54 56 55 N/A 29 95 95
9460
rpavez
MCP Remote Server Claim
Enables execution of SSH commands on remote servers and management of Google Cl…
C 67 54 78 42 N/A 24 90 93
9461
kimasplund
MCP Pyrefly Claim 1
Integrates Pyrefly's real-time Python type checker with a gamification system t…
C 67 54 60 55 N/A 51 81 89
9462
PiQrypt
audit-trail Claim 1
Cryptographic audit trail for AI agents. Sign, verify, export. GDPR/HIPAA/EU AI…
C 67 55 78 55 N/A 33 76 86
9463
spranjal3301
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
C 67 54 66 33 N/A 44 95 96
9464
ShenghaiWang
A Model Context Protocol server that enables building Android projects and runn…
C 67 54 63 41 N/A 39 95 92
9465
marlinkcyber
Enables interaction with SpiderFoot's OSINT scanning capabilities through Claud…
C 67 55 72 43 39 81 93
9466
JWitcoff
Enables natural voice interaction with Claude Code through speech-to-text, supp…
C 67 54 72 31 N/A 34 95 97
9467
chongdashu
unreal-mcp Claim
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control…
C 67 54 78 43 N/A 22 92 87 C
9468
mcp-protocol
node-runtime Claim
This package is intended for demonstration only. Maintained by JFrog Security.
C 67 54 52 52 N/A 37 95 100
9469
jakreymyers
MCP Boilerplate Claim
A minimal, production-ready MCP server with a simple addition calculator tool t…
C 67 55 82 70 41 81 49
9470
qwert666
Foundry MCP Server Claim 1
An MCP server that allows AI assistants to interact with Foundry datasets, onto…
C 67 55 69 52 46 76 90
9471
c-wenlong
Create personalized greetings for people or groups in seconds. Toggle a playful…
C 67 54 56 62 N/A 30 95 87
9472
xiaoxiaofeiya
This server automatically validates consistency between AI-generated frontend a…
C 67 55 76 83 43 81 39
9473
berrydev-ai
JSON MCP Server Claim
Provides powerful JSON manipulation tools through Model Context Protocol, enabl…
C 67 55 78 56 19 81 87
9474
getAlby
mcp Claim
Connect any bitcoin lightning wallet to your agent to send and receive instant …
C 67 66 88 66 0 79 80 95
9475
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9476
qso-graph
sota-mcp Claim
MCP server for Summits on the Air (SOTA) — live spots, activation alerts, summi…
C 67 54 66 43 38 94 92
9477
youdotcom-oss
dx-toolkit Claim 1
Open-source toolkit enabling developers to integrate You.com's AI capabilities …
C 67 64 71 90 0 55 95 90
9478
chris-miaskowski
A custom server implementation that allows AI assistants to interact with GitLa…
C 67 55 72 63 17 81 87
9479
jefercort
Enables AI assistants to fetch current weather conditions and forecasts for any…
C 67 55 78 52 24 81 91
9480
jmhron
FastMail MCP Server Claim 2
An MCP server that integrates with FastMail's JMAP API to manage mailboxes, sea…
C 67 55 57 66 36 80 91
9481
rpark
Provides comprehensive SEO analysis by crawling websites and generating AI-powe…
C 67 55 84 83 22 76 53
9482
aeiyannn
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
C 67 54 54 56 38 87 100
9483
Dysron
Ableton MCP Claim 1
Enables AI assistants to control Ableton Live through natural language by query…
C 67 54 76 33 N/A 25 92 100
9484
julianallchin
nucleo-mcp Claim 2
An MCP server that provides Claude with direct access to local Nucleo icon libr…
C 67 54 63 53 N/A 30 90 95
9485
tolatolatop
A FastMCP-based server providing a comprehensive toolset for the RunningHub AI …
C 67 55 54 66 30 80 99
9486
bgheneti
Amazing-Marvin-MCP Claim
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
C 67 55 76 43 N/A 35 81 91
9487
devonmojito
A Model Context Protocol server that enables natural language interaction with …
C 67 55 69 40 56 81 92
9488
anishtejwanigemi-max
Figma MCP Server Claim
Enables interaction with Figma files through tools that list projects/files, fe…
C 67 55 72 82 N/A 26 95 44
9489
Joshnaacsha
Enables AI agents to interact with your personal WhatsApp account, allowing the…
C 67 54 54 62 N/A 24 95 91
9490
Wil-Collier
Enables AI assistants to manage Snipe-IT inventory systems through comprehensiv…
C 67 55 60 66 31 81 88
9491
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 55 56 100 45 81 44
9492
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9493
itsregularjohn
A comprehensive utility MCP server that enables AI assistants to execute system…
C 67 55 60 55 39 81 96
9494
jeweis
jewei-mcp-nacos Claim 2
An MCP server that enables AI assistants to query and manage Nacos configuratio…
C 67 55 39 72 57 81 90
9495
luquitared
A starter template for building MCP servers that can integrate with Claude, Cur…
C 67 55 54 100 N/A 23 95 49
9496
kevinoneill
Enables remote MCP client connections with WorkOS AuthKit authentication and or…
C 67 55 60 67 24 81 97
9497
jantoebes
MCP File Manager Claim 1
An MCP server that provides tools for secure file management within a dedicated…
C 67 55 63 82 N/A 27 95 56
9498
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9499
joeyballentine
Paint MCP Claim
Exposes a Pygame-based drawing canvas as an MCP server, allowing LLMs to create…
C 67 54 76 33 N/A 30 90 99
9500
kalicyh
MCP RAG Claim
Intelligent knowledge base system that enables users to process documents in 25…
C 67 55 72 65 30 81 79
Showing 9451–9500 of 48148 servers
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