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
5001
gavindev14
ROS2 MCP Server Claim
Enables AI tools to interact with ROS2 robotics systems through natural languag…
B 74 54 72 53 N/A 50 95 95
5002
Prince77-7
Quran MCP Server Claim 1
Provides AI assistants with comprehensive access to Islamic resources including…
B 74 55 72 100 35 81 67
5003
ruliana
MCP Chain Claim
A composable middleware framework for building MCP server chains that enables t…
B 74 55 96 31 65 81 97
5004
silvaleo1979
Enables the calculation and management of hourly-based commercial proposals wit…
B 74 54 72 61 N/A 50 92 93
5005
jayasimhag1reddy
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
B 74 54 90 52 N/A 27 95 95
5006
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
5007
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
5008
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
5009
epitaphe360
Railway MCP Server Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 55 66 66 61 82 94
5010
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 55 94 100 23 78 52
5011
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
5012
erickva
Forked from https://github.com/epaproditus/google-workspace-mcp-server The dele…
B 74 55 90 61 43 76 89
5013
johnsorrentino
MCP Namecheap Server Claim 1
Provides integration with the Namecheap API for domain management operations, i…
B 74 55 86 66 23 80 100
5014
burningion
video-editing-mcp Claim 1
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
B 74 54 77 66 N/A 35 83 99
5015
Cyreslab-AI
Check if your accounts or passwords have been compromised in data breaches. Uti…
B 74 55 78 100 N/A 36 81 58
5016
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
5017
tiovikram
Linear MCP Server Claim 1
Enables interaction with Linear's API for managing issues, teams, and projects …
B 74 55 90 70 22 81 93
5018
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
5019
mikhae1
kubeview Claim 1
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of…
B 74 54 96 28 N/A 59 95 90
5020
2996371275
MCP Unity Claim
Implementation of the Model Context Protocol for Unity Editor, allowing AI assi…
B 74 54 72 65 N/A 41 95 88
5021
bunnyf
kicad-mcp-server Claim 1
MCP server for AI-assisted PCB design with KiCad 9.x
B 74 54 71 58 N/A 59 95 88
5022
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
5023
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
5024
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
5025
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
5026
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
5027
bossjones
Datetime MCP Server Claim 1
This server enables users to store, manage, and summarize notes using a custom …
B 74 54 84 62 N/A 23 91 96
5028
heilgar
A Model Control Protocol server that allows users to discover, install, and man…
B 74 55 72 62 50 82 100
5029
santanu2908
demo-mcp-01 Claim
A starter MCP server that provides a calculator tool for performing basic arith…
B 74 54 70 55 N/A 53 95 97
5030
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
5031
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
5032
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
5033
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
5034
maxabrahamsson
Enables LLMs to manage a todo list application through the Model Context Protoc…
B 74 55 72 72 53 80 91
5035
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
5036
theognis1002
mcp-gateway Claim
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tool…
B 74 54 84 38 N/A 63 95 89
5037
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
5038
GeneralJerel
Chess MCP Claim
Play interactive chess games through conversation with move validation, Stockfi…
B 74 54 84 61 N/A 24 95 94
5039
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
5040
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
5041
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
5042
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
5043
wrale
MCP Server Make Claim 1
A Model Context Protocol server that enables LLMs to safely execute make target…
B 74 55 65 91 66 95 47
5044
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
5045
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
5046
allkindsxyz
Railway MCP Server Claim
Enables AI systems like Claude and Cursor to directly manage Railway projects, …
B 74 55 72 68 47 80 100
5047
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
5048
dbmcco
Obsidian MCP Server Claim 1
Enables natural language interaction with Obsidian vaults, supporting intellige…
B 74 54 96 53 N/A 25 89 92
5049
vanshikaaa01
NSE/BSE MCP Server Claim 1
An MCP server that provides comprehensive Indian stock market data from the NSE…
B 74 54 55 65 N/A 59 94 98
5050
CyberClash
MCP Coordinator Claim
Acts as a proxy for multiple MCP servers, reducing context window usage from 15…
B 74 55 78 58 52 81 97
Showing 5001–5050 of 66415 servers
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