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
4901
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4902
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
4903
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 55 94 100 23 78 52
4904
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
4905
erickva
Forked from https://github.com/epaproditus/google-workspace-mcp-server The dele…
B 74 55 90 61 43 76 89
4906
citronlegacy
Deepghs MCP Claim 1
MCP server for the DeepGHS anime AI ecosystem. Dataset discovery, tag search, c…
B 74 55 73 73 45 81 94
4907
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
4908
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
4909
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4910
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
4911
Node-In-Layers
MCP Server Claim
A Node In Layers package that simplifies creation of MCP (Model-Control-Protoco…
B 74 55 78 68 38 82 93
4912
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
4913
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
4914
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
4915
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
4916
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
4917
The-Focus-AI
Enables AI and LLM systems to interact with the Buttondown newsletter service, …
B 74 55 72 68 48 76 100
4918
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4919
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4920
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4921
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4922
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4923
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
4924
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
4925
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4926
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
4927
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4928
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4929
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4930
silvaleo1979
Enables the calculation and management of hourly-based commercial proposals wit…
B 74 54 72 61 N/A 50 92 93
4931
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4932
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
4933
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4934
8bitgentleman
Model Context Protocol server for ActivityWatch time tracking data
B 74 54 84 58 N/A 48 89 85
4935
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4936
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
4937
swapnilsurdi
A comprehensive personal productivity server that manages projects, todos, cale…
B 74 55 92 82 68 76 43
4938
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
4939
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 55 94 46 53 78 94
4940
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
4941
mavengence
ustidnr-mcp Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 55 72 61 54 82 98
4942
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
4943
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4944
danielsaban
Provides CRUD tools for managing a database of Italian cities backed by Elastic…
B 74 55 94 56 24 83 100
4945
meanands
MCP Server that provides up-to-date documentation for npm packages by fetching …
B 74 55 78 58 49 80 100
4946
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
4947
wong2
litemcp Claim
A TypeScript framework for building MCP servers elegantly
B 74 54 90 61 N/A 56 95 59
4948
LNS2905
Gemini Chat MCP Claim
Enables chatting with Google Gemini AI models and custom Gems, supporting text …
B 74 54 78 73 N/A 24 95 88
4949
stackpress
Provides Stackpress framework context and documentation to AI utilities like Cl…
B 74 54 68 63 N/A 60 90 89
4950
Shreyans481
A production-ready MCP server that enables chatting with PostgreSQL databases v…
B 74 54 60 72 N/A 42 95 97
Showing 4901–4950 of 66415 servers
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