MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9651
aiforhumans
Provides essential utility tools for text processing, file operations, hashing,…
C 67 54 72 27 N/A 46 95 94
9652
Leee62
PickAPIcon MCP Claim
MCP server that allows FE/UI/Designers to retrieve SVG icons via the Iconify AP…
C 67 55 66 100 40 81 37
9653
heyzgj
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
C 67 55 72 71 27 78 73
9654
mstanton
Claude Jester MCP Claim
Transforms Claude from a code generator into a programming partner capable of t…
C 67 54 72 38 N/A 36 95 90
9655
timbuchinger
GitHub MCP Server Claim 1
Enables interaction with GitHub issues via the Model Context Protocol, allowing…
C 67 55 78 38 39 81 92
9656
rogeriolembo
An MCP server that integrates with Sonar API to provide Claude with real-time w…
C 67 55 51 67 42 82 91
9657
bryankemp
Weather MCP Server Claim
Provides access to National Weather Service data, enabling users to retrieve re…
C 67 55 76 31 45 83 100
9658
ZZZHDW
Kusto MCP Server Claim 2
An MCP server that provides access to Azure Data Explorer (ADX) clusters, allow…
C 67 55 69 53 35 81 92
9659
Joshnaacsha
Enables AI agents to interact with your personal WhatsApp account, allowing the…
C 67 54 54 62 N/A 24 95 91
9660
NH-5
An MCP server that enables image generation using Google's Gemini Nano Banana P…
C 67 55 69 60 30 76 91
9661
evgenygurin
R2R FastMCP Server Claim
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
C 67 55 84 46 27 77 88
9662
wsargent
icalPal MCP Server Claim
Enables AI assistants to interact with macOS Calendar and Reminders application…
C 67 44 54 N/A N/A 21 95 88
9663
JanJetze
android-emulator-mcp Claim 1
An MCP server for managing local Android Virtual Devices (AVDs) and their lifec…
C 67 54 47 42 N/A 64 92 98
9664
Yang-Charles
Enables AI assistants to perform IP geolocation and nearby place searches using…
C 67 54 54 71 N/A 31 95 75
9665
ryan-haver
Fusebase MCP Server Claim 1
Enables AI assistants to manage Fusebase workspaces by providing 46 tools for h…
C 67 54 88 27 N/A 32 87 94
9666
croit
mcp-croit-ceph Claim 2
MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generati…
C 67 54 85 38 N/A 36 81 87
9667
jinhee3653-debug
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 67 54 66 73 N/A 34 90 62
9668
jhanglim
Enables Claude to interact with Mattermost through search functionality, user m…
C 67 55 88 83 26 81 39
9669
Sogrey
SQLite MCP Server Claim
A universal SQLite database management tool that enables SQL query execution th…
C 67 54 60 40 N/A 37 95 100
9670
nxt3d
CRM MCP Server Claim
A production-ready MCP server for Customer Relationship Management (CRM) that u…
C 67 54 72 26 N/A 46 90 100
9671
sbl-sdsc
MCP Server Proto-OKN Claim 1
A Model Context Protocol server that provides tools for querying SPARQL endpoin…
C 67 55 61 38 69 81 93
9672
Solafon
Solafon MCP Claim 1
An MCP server for building AI-powered bots and interacting with Solana wallets …
C 67 55 45 66 53 80 96
9673
hyen43
A server built with mcp-framework that allows users to extend Claude's capabili…
C 67 55 92 100 23 82 12
9674
arunrajece
Integrates Google Maps routing and traffic capabilities with Claude AI for adva…
C 67 55 86 53 18 78 86
9675
hsu-aut
Enables LLMs to interact with the Blocksworld Simulation to perform block manip…
C 67 55 54 55 45 82 97
9676
saxyguy81
A secure MCP wrapper for Anthropic Claude Code that eliminates the need for per…
C 67 55 84 43 23 81 90
9677
mikeysrecipes
BlenderMCP Claim
Connects Blender to Claude AI through the Model Context Protocol (MCP), enablin…
C 67 54 66 32 N/A 44 95 99
9678
hoppo-chan
Memory Bank MCP Claim
A Model Context Protocol plugin that helps AI assistants maintain persistent pr…
C 67 55 60 62 39 81 90
9679
almogqwinz
Amadeus MCP Server Claim
Enables flight search capabilities through the Amadeus Flight Offers Search API…
C 67 55 68 48 42 81 92
9680
rmarji
google-docs-mcp Claim
C 67 64 88 75 0 47 92 95
9681
wenyili
MBTI MCP Server Claim 1
Enables AI assistants to guide users through MBTI personality tests with two mo…
C 67 55 72 55 24 83 90
9682
eugenechen0514
mac-apps-launcher Claim
fork from https://github.com/JoshuaRileyDev/mac-apps-launcher
C 67 54 56 52 N/A 25 95 100
9683
sunhye
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
C 67 54 64 55 N/A 44 92 77
9684
0xsaju
Integrates local language models (like Qwen3-8B) with MCP clients, providing to…
C 67 54 84 31 N/A 24 95 92
9685
akworob
MariaDB MCP Server Claim
Enables AI assistants to interact with MariaDB databases through schema explora…
C 67 55 66 62 19 80 98
9686
vaporif
wezterm-mcp Claim 1
Enables programmatic control of the WezTerm terminal emulator through the Model…
C 67 54 48 50 N/A 70 90 85
9687
drew6050
Provides ML-powered revenue intelligence for sales and customer success teams, …
C 67 55 84 48 21 81 90
9688
BACH-AI-Tools
Enables access to real-time news articles through search, topic headlines, full…
C 67 55 56 100 45 81 44
9689
YakupAtahanov
SuperMCP Server Claim
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
C 67 55 72 33 48 81 98
9690
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 55 76 32 53 82 90
9691
jmagar
unraid-mcp Claim
Query, monitor, and manage Unraid servers via GraphQL API through MCP tools. Su…
C 67 55 66 43 N/A 57 80 90
9692
ccam80
Zotero Chunk RAG Claim
Enables passage-level semantic search over a Zotero library by extracting, chun…
C 67 54 76 42 N/A 30 90 88
9693
rinadelph
Tmux MCP Server Claim
Enables comprehensive tmux session management through MCP, allowing users to li…
C 67 54 66 33 N/A 37 95 99
9694
hkk101
MCP Server for MySQL Claim 2
A Model Context Protocol server that provides read-only access to MySQL databas…
C 67 55 73 82 39 81 49
9695
gentiku
Enables control of Spotify playback, music search, and playlist management thro…
C 67 55 78 46 24 81 94
9696
kfrzr
A starter template for building MCP servers with FastMCP, providing testing, li…
C 67 54 54 51 N/A 41 95 94
9697
Erredebe
Travel MCP Claim
A comprehensive travel planning copilot that provides geographic data, weather …
C 67 55 54 68 24 81 99
9698
zPeppOz
Wraps the TanStack CLI to provide programmatic access to documentation, library…
C 67 55 62 56 35 78 99
9699
ronaldzuniga
Provides Claude Desktop and Claude Code with access to Microsoft 365 email and …
C 67 54 66 46 N/A 25 95 97
9700
aeiyannn
Enables AI assistants to query and manage local PostgreSQL databases through SQ…
C 67 54 54 56 38 87 100
Showing 9651–9700 of 67197 servers
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