MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4651
yuki-yano
Kagi MCP Claim
A Node.js implementation of the Kagi Model Context Protocol server that enables…
B 74 55 78 71 40 81 94
4652
akaramanapp
Weather MCP Server Claim
A Model Context Protocol server that provides AI agents with tools to retrieve …
B 74 54 72 65 30 94 100
4653
gurdasnijor
Basic MCP Server Claim
A minimal Model Context Protocol server demonstrating basic MCP capabilities wi…
B 74 54 74 51 N/A 45 95 100
4654
ccabanillas
Notion MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for inte…
B 74 55 75 66 45 81 95
4655
neverinfamous
mysql-mcp Claim
Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deploym…
B 74 54 94 26 N/A 83 95 73
4656
raz-labs
Enables AI assistants to request user input through interactive popups in VS Co…
B 74 54 72 66 N/A 40 95 91
4657
rohitg00
kubectl-mcp-server Claim
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants…
B 74 55 72 60 74 85 83
4658
harimkang
Enables AI assistants to access South Korean tourism information via the offici…
B 74 55 88 47 61 82 91
4659
Tamsi
Red Bee MCP Server Claim
Enables interaction with Red Bee Media OTT streaming platform, providing 33 too…
B 74 55 86 58 42 81 97
4660
apridachin
Kagi MCP Server Claim 1
Allows the use of Kagi's API for web searching and content enrichment through m…
B 74 55 90 66 40 80 85
4661
suhail-ak-2
Typesense MCP Server Claim 1
An MCP server implementation that enables AI models to discover, search, and an…
B 74 55 69 68 52 80 96
4662
The-Focus-AI
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
B 74 55 72 68 48 76 100
4663
huchunlinnk
Provides Kubernetes cluster management capabilities through natural language vi…
B 74 55 80 66 45 81 90
4664
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4665
geored
Lumino Claim
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
B 74 54 88 31 N/A 58 90 100
4666
windsornguyen
Integrates the Sonar API to provide Claude with real-time web-wide research cap…
B 74 55 80 63 41 81 96
4667
SepulvedaRafael
BooksAPI-MCP Claim
A Model Context Protocol (MCP) server implementation built with Python and Fast…
B 74 54 64 65 N/A 40 95 100
4668
list91
MCP CopyQ Server Claim
Integrates CopyQ clipboard manager with LLM agents, enabling reading, writing, …
B 74 55 78 74 N/A 21 95 88
4669
caiovicentino
DeBank MCP Server Claim
Enables querying DeFi data through DeBank API, including wallet balances, token…
B 74 55 78 70 43 81 90
4670
claude-world
notebooklm-skill Claim
Bridges NotebookLM's research capabilities with Claude's content generation, en…
B 74 54 76 42 N/A 71 90 92
4671
PWalaGov
Enables comprehensive directory analysis and file management operations includi…
B 74 55 90 100 N/A 22 95 42
4672
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
4673
Vorota-ai
Shodan MCP Server Claim
Enables AI agents to perform passive reconnaissance, vulnerability intelligence…
B 74 54 76 53 49 92 94
4674
Om-Shree-0709
Provides comprehensive access to GitHub repositories, issues, pull requests, co…
B 74 55 88 62 24 81 100
4675
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
4676
lutfi-haslab
A serverless implementation of the Model Context Protocol (MCP) that runs on Ne…
B 74 66 78 75 85 21 81 92
4677
v-3
Discord MCP Server Claim 1
Enables LLMs to interact with Discord channels by sending and reading messages …
B 74 55 86 73 25 81 90
4678
bpamiri
U2 MCP Server Claim 1
Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.
B 74 54 72 46 N/A 74 83 100
4679
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4680
fredriksknese
mcp-cohesity Claim
Provides AI assistants with access to Cohesity DataProtect for managing backups…
B 74 55 76 72 38 82 94
4681
standardbeagle
Harvest MCP Server Claim 1
A Model Context Protocol server that integrates with the Harvest API v2, enabli…
B 74 54 81 60 N/A 29 95 94
4682
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
4683
elegroag
Provides access to Backbone.js documentation chapters as readable resources and…
B 74 54 68 60 N/A 58 92 90
4684
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4685
riotofgeese
Gemini MCP Server Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 55 84 72 25 81 92
4686
moonbirdai
Amplitude MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to track…
B 74 55 81 66 39 81 92
4687
mariomosca
NotesKeep MCP Server Claim 1
Enables users to manage their notes on NotesKeep directly through Claude Code o…
B 74 55 72 70 45 80 98
4688
getalby
nwc-mcp-server Claim
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
B 74 55 76 66 N/A 39 81 100
4689
dend
guildbridge Claim
🏰 Remotely hosted MCP server for Discord
B 74 55 62 73 N/A 54 80 100
4690
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
4691
guifelix
A server implementation that enables LLMs to programmatically manage tasks in T…
B 74 55 76 82 46 81 76
4692
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4693
steiner385
Enables semantic code search across codebases using Qdrant vector database and …
B 74 55 94 40 53 82 96
4694
edemal
Enables interaction with Overseerr media request management through natural lan…
B 74 55 86 66 24 81 100
4695
dahlia
Clipboard MCP Claim
Provides tools for reading and writing system clipboard data across Linux, macO…
B 74 55 56 82 N/A 42 95 90
4696
alirezarezvani
A server that integrates Confluence with Claude Desktop and other AI assistants…
B 74 55 80 68 41 81 93
4697
HITENDRAPAL3
YouTube MCP Server Claim 1
Enables AI agents to search for YouTube videos and play them in the default bro…
B 74 55 94 62 27 80 91
4698
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
4699
liratanak
Enables AI assistants to interact with OpenProject's API v3 for comprehensive p…
B 74 55 72 71 45 81 97
4700
lukasmki
Enables AI agents to search the Chemspace API for synthesizable building blocks…
B 74 55 76 65 47 81 95
Showing 4651–4700 of 66415 servers
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