MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4951
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
4952
maxabrahamsson
Enables LLMs to manage a todo list application through the Model Context Protoc…
B 74 55 72 72 53 80 91
4953
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
4954
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4955
silvaleo1979
Enables the calculation and management of hourly-based commercial proposals wit…
B 74 54 72 61 N/A 50 92 93
4956
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
4957
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 55 94 100 23 78 52
4958
erickva
Forked from https://github.com/epaproditus/google-workspace-mcp-server The dele…
B 74 55 90 61 43 76 89
4959
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4960
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
4961
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4962
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
4963
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
4964
ruliana
MCP Chain Claim
A composable middleware framework for building MCP server chains that enables t…
B 74 55 96 31 65 81 97
4965
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
4966
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
4967
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
4968
SureScaleAI
openai-gpt-image-mcp Claim 1
OpenAI GPT image generation/editing MCP server.
B 74 55 78 72 53 80 80
4969
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
4970
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
4971
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
4972
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4973
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
4974
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4975
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4976
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4977
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4978
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4979
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
4980
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4981
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
4982
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4983
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4984
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4985
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
4986
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4987
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4988
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
4989
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
4990
jonradoff
lastsaas Claim
Read-only admin MCP server for LastSaaS — dashboards, users, tenants, billing, …
B 74 54 72 61 N/A 65 83 92
4991
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
4992
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4993
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 55 94 46 53 78 94
4994
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4995
run-llama
mcp-server-llamacloud Claim 1
A MCP server connecting to managed indexes on LlamaCloud
B 74 54 79 41 N/A 73 95 82
4996
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
4997
danielsaban
Provides CRUD tools for managing a database of Italian cities backed by Elastic…
B 74 55 94 56 24 83 100
4998
samusilv
QA Agent Pro Claim
Enables AI assistants to perform automated web testing by controlling a Chrome …
B 74 55 72 100 N/A 24 95 60
4999
assister-xyz
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
B 74 54 96 41 N/A 73 65 96
5000
intsig-textin
A server that enables OCR capabilities to recognize text from images, PDFs, and…
B 74 55 78 72 45 81 89
Showing 4951–5000 of 66415 servers
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