MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31764
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4401
mcp-tool-shop-org
MCP File Forge Claim 3
A Model Context Protocol server for secure, sandboxed file operations and proje…
B 74 55 57 100 N/A 77 92 44
4402
geobio
Airbnb MCP Server Claim 1
Enables searching for Airbnb listings and retrieving detailed property informat…
B 74 54 84 56 42 91 91
4403
GeneralJerel
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 54 84 61 N/A 24 95 94
4404
geocoding-ai
Geocoding MCP Server Claim 1
A Model Context Protocol server that provides geocoding services by integrating…
B 74 55 57 82 62 81 88
4405
code-atlantic
Resurgo-MCP Claim
Capture and resurface knowledge - search nodes, quick capture, manage resurfaci…
B 74 54 60 70 N/A 46 95 94
4406
api7
apisix-mcp Claim
B 74 54 72 71 N/A 50 87 85
4407
nanyang12138
Enables real-time tracking of AI/LLM research progress by searching and aggrega…
B 74 55 82 91 39 81 61
4408
jonradoff
lastsaas Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
B 74 54 72 61 N/A 65 83 92
4409
k-n-t-lam
Decide Test MCP Claim
Enables Claude to generate executable test cases from decision tables in CSV, J…
B 74 55 78 61 64 81 83
4410
CorantGmbH
air-Q Cloud Claim 1
MCP server for air-Q Cloud API — access air quality data from anywhere
B 74 54 73 51 N/A 76 83 92
4411
recraft-ai
Recraft AI MCP Server Claim 1
An MCP server that integrates with Recraft AI to enable generation and manipula…
B 74 55 45 100 73 80 76
4412
zongmin-yu
Semantic Scholar API, providing comprehensive access to academic paper data, au…
B 74 55 70 71 54 83 91
4413
TheSethRose
A TypeScript template for building Model Context Protocol (MCP) servers that en…
B 74 54 68 68 N/A 38 92 100
4414
mjrestivo16
UniFi MCP Server Claim
Enables comprehensive management of UniFi Network infrastructure through 24 too…
B 74 55 94 55 42 81 87
4415
URDJMK
SerpApi MCP Server Claim
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
B 74 55 78 75 43 81 86
4416
ParthibanRajasekaran
MCP Weather Server Claim 1
A Model Context Protocol server that provides real-time weather data and foreca…
B 74 55 69 58 65 82 100
4417
n24q02m
Production-grade MCP server for Telegram with dual-mode Bot API and MTProto. 6 …
B 74 54 72 61 81 81 80
4418
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
4419
jasonWong-serviceDirect
Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive…
B 74 55 72 73 45 81 91
4420
Jacob-Stokes
jhabit-mcp Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
B 74 54 72 66 N/A 35 92 99
4421
aywengo
Comprehensive Kafka Schema Registry MCP server with 48 tools for multi-registry…
B 74 55 71 63 63 81 92
4422
AnEntrypoint
Playread Claim
Enables Google search automation and web content extraction using Playwright. P…
B 74 55 94 60 24 81 98
4423
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4424
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 55 66 100 46 82 68
4425
thechandanbhagat
Generates professional Draw.io compatible diagrams (flowcharts, sequence diagra…
B 74 54 78 52 N/A 70 92 76
4426
epitaphe360
Railway MCP Server Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 55 66 66 61 82 94
4427
justfsl50
expense-mcp Claim
Personal Expense Tracker MCP Server — expenses, income, budgets & savings goals
B 74 55 60 82 N/A 52 82 90
4428
CarbonoDev
Provides comprehensive tools for TailwindCSS development including utility clas…
B 74 55 96 91 44 81 43
4429
studiomeyer-io
mcp-video Claim
A cinema-grade video production MCP server that enables automated website recor…
B 74 55 84 56 72 82 77
4430
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4431
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work …
B 74 55 76 100 49 81 50
4432
geldata
Gel MCP Server Claim
Enables AI coding agents to interact with Gel databases by executing queries, t…
B 74 54 88 47 N/A 44 95 90
4433
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4434
Johnxjp
A Model Context Profile server that enables Claude to interact with Todoist, al…
B 74 55 62 82 41 82 98
4435
Jij-Inc
Jij MCP Server Claim
A server that provides tools and utilities to support the implementation of Jij…
B 74 54 80 58 N/A 26 95 98
4436
pshap
Enables read-only access to local Calibre libraries for searching metadata, ins…
B 74 54 82 42 N/A 47 95 100
4437
sunu-py-jp
Qiita MCP Server Claim
A comprehensive MCP server that enables AI to interact with all 68 functions of…
B 74 55 60 72 56 82 100
4438
mackenly
Fathom Analytics Claim
Access your Fathom Analytics data effortlessly through an AI assistant. Retriev…
B 74 55 68 71 N/A 49 80 97
4439
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4440
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4441
firgga-sunil
Provides production insights and code analysis by leveraging Nexus instrumentat…
B 74 55 78 66 46 82 92
4442
momentohq
Momento MCP Server Claim
Enables interaction with Momento Cache to manage cache entries and perform admi…
B 74 55 62 67 64 80 97
4443
LerianStudio
Lerian MCP Server Claim
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
B 74 55 64 62 83 83 83
4444
danohn
Domainr MCP Server Claim
Enables domain name search, availability checking, and registration URL retriev…
B 74 55 84 58 44 80 95
4445
Shin-sibainu
GA4 MCP Server Claim 2
Enables Claude to retrieve and analyze Google Analytics 4 data through 20+ anal…
B 74 55 84 100 42 82 48
4446
faisalhakim47
Enables AI agents to monitor and read Android notifications in real-time via Te…
B 74 55 72 100 N/A 31 82 71
4447
saleor
Saleor MCP Server Claim
Enables AI assistants to interact with Saleor Commerce instances to fetch data …
B 74 55 67 70 52 81 99
4448
ramseur
SitecoreMCP Claim
A SitecoreMCP version that can be used in enterprises
B 74 55 74 66 59 76 94
4449
diazoxide
A Model Context Protocol server that automatically discovers WordPress REST API…
B 74 55 81 68 36 76 98
4450
shuakami
mcp-ssh Claim
Enables AI models to access and manage SSH connections through a standardized i…
B 74 54 70 68 N/A 39 88 97
Showing 4401–4450 of 66415 servers
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