MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5051
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
5052
centralmind
gateway Claim 1
MCP and MCP SSE Server that automatically generate API based on database schema…
B 74 54 96 40 N/A 80 90 63
5053
lupuletic
onyx-mcp-server Claim 1
Connect your MCP-compatible clients to Onyx AI knowledge bases for enhanced sem…
B 74 55 84 100 62 80 34
5054
HitmanLy007
Gmail MCP Claim
Enables comprehensive Gmail management through the Gmail API, including sending…
B 74 55 68 67 53 81 98
5055
nullplatform
Meta MCP Proxy Claim
A flexible proxy that enables discovery and execution of tools across multiple …
B 74 55 92 67 31 81 86
5056
mad-sol-dev
Enables creation and management of invoices with JSON storage and LaTeX-based P…
B 74 54 70 63 N/A 45 95 91
5057
JCF0
CG Alpha MCP Claim
Enables crypto market analysis by combining Elfa's sentiment data and trending …
B 73 55 90 68 22 81 90
5058
ali-kamali
An MCP server that transforms codebases into intelligent, queryable knowledge b…
B 73 54 84 41 54 89 93
5059
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5060
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5061
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5062
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5063
hechtcarmel
Vertica MCP Server Claim
Enables AI assistants to query and explore Vertica databases through natural la…
B 73 55 84 63 38 80 93
5064
wiresharks
A relay server that enables communication between Claude Code and Codex through…
B 73 54 86 43 N/A 45 94 91
5065
lorine93s
Marinade Finance MCP Server is an MCP server specifically designed for the Mari…
B 73 55 60 100 N/A 47 95 53
5066
calebmwelsh
A comprehensive MCP (Model Context Protocol) server for file system operations,…
B 73 54 76 57 N/A 36 95 95
5067
GabrielGomesBarbosa
Enables AI assistants to interact with Monday.com workspaces, allowing retrieva…
B 73 55 80 71 24 81 96
5068
fredriksknese
mcp-openmediavault Claim
Enables AI assistants to monitor and manage OpenMediaVault NAS systems by provi…
B 73 55 76 66 38 80 100
5069
LF112
Mermaid Validator MCP Claim 1
An MCP server that validates Mermaid diagram syntax and identifies diagram type…
B 73 54 63 60 N/A 50 92 100
5070
Crypto-Goatz
rocket-plus-mcp Claim 2
56+ AI tools for CRM, content, workflows, SkillForge & marketing automation.
B 73 55 90 82 N/A 53 81 45
5071
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5072
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 54 78 63 N/A 25 95 92
5073
spences10
mcp-wsl-exec Claim
A secure MCP server for Windows Subsystem for Linux environments, facilitating …
B 73 54 60 57 N/A 60 90 99
5074
brentwpeterson
Gmail MCP Server Claim 1
Enables interaction with Gmail through MCP-compatible clients to list, read, se…
B 73 55 90 60 32 80 91
5075
tuliperis
SharkMCP Claim 1
A Model Context Protocol server that provides network packet capture and analys…
B 73 54 69 62 N/A 41 95 90
5076
berlinbra
BlueSky MCP Server Claim 1
Facilitates interaction with the BlueSky social network via its official API, a…
B 73 55 78 60 43 81 98
5077
benhancock
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
B 73 55 78 100 N/A 27 95 45
5078
Tiberriver256
Azure DevOps integration for repository management, work items, and pipelines.
B 73 55 74 71 87 81 52
5079
marc-shade
Enables programmatic execution of coding tasks and autonomous file operations u…
B 73 55 90 68 28 74 89
5080
mistakeknot
interdeep Claim 2
An MCP server for deep research that extracts clean text from web pages using h…
B 73 54 79 51 N/A 46 92 89
5081
the-freetech-company
A secure MCP (Model Context Protocol) server hosted on Google Cloud Run that en…
B 73 55 66 70 52 74 100
5082
bitflight-devops
mcp-json-yaml-toml Claim
A token-efficient, schema-aware MCP server that enables AI assistants to safely…
B 73 54 72 32 N/A 74 94 98
5083
ycjcl868
A Model Context Protocol server that provides real-time CNN Fear & Greed Index …
B 73 54 67 60 N/A 48 92 96
5084
djodjonx
Enables security scanning for npm dependencies by checking manifest and lockfil…
B 73 55 66 58 67 82 93
5085
icyrainz
XMLTV MCP Server Claim
Enables querying TV programming data from Tunarr XMLTV feeds, including viewing…
B 73 55 90 57 27 81 98
5086
KoltonG
An MCP server that enables AI assistants to interact directly with Lunch Money'…
B 73 54 69 71 N/A 23 95 94
5087
steveday763
Enables searching and browsing Android source code across projects like Android…
B 73 55 78 67 47 76 93
5088
GetMystAdmin
urdb-mcp Claim
Search URDB for product integrity scores, enshittification events, and change t…
B 73 54 78 65 N/A 52 75 92
5089
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5090
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5091
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5092
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5093
loticdigital
Provides comprehensive access to the Airtable Web API, enabling AI assistants t…
B 73 55 78 66 29 81 99
5094
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5095
jomon003
A comprehensive MCP server that provides powerful web automation tools using Pl…
B 73 55 86 53 43 81 92
5096
lutic1
Enables Claude Desktop to generate text and analyze images using Google's Gemin…
B 73 55 78 56 42 81 100
5097
JavaProgrammerLB
Zoom MCP Server Claim 1
An AI-assisted server that enables dating within Zoom meetings, requiring Zoom …
B 73 55 74 100 61 82 37
5098
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5099
hnethery
Connects AI coding assistants (Cursor, Claude Desktop) to DaVinci Resolve, enab…
B 73 54 86 33 N/A 56 95 95
5100
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
Showing 5051–5100 of 66415 servers
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