MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4801
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
4802
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
4803
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
4804
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
4805
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
4806
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
4807
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
4808
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
4809
Abhishekrajpurohit
Motion.dev MCP Server Claim 1
Provides AI assistants with comprehensive access to Motion.dev animation librar…
B 74 55 100 100 30 80 39
4810
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4811
eiabhiram
Monitors API endpoint health by checking availability, measuring response times…
B 74 54 80 62 N/A 21 95 100
4812
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
4813
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4814
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4815
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
4816
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4817
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4818
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
4819
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
4820
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4821
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4822
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4823
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
4824
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4825
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
4826
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4827
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4828
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4829
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
4830
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
4831
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
4832
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4833
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 55 94 46 53 78 94
4834
kontext-dev
Browse the web, directly from Cursor etc.
B 74 55 77 53 N/A 74 81 90
4835
danielsaban
Provides CRUD tools for managing a database of Italian cities backed by Elastic…
B 74 55 94 56 24 83 100
4836
wong2
litemcp Claim
A TypeScript framework for building MCP servers elegantly
B 74 54 90 61 N/A 56 95 59
4837
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
4838
meanands
MCP Server that provides up-to-date documentation for npm packages by fetching …
B 74 55 78 58 49 80 100
4839
ChitSingh
Enables AI assistants to intelligently schedule meetings by checking Microsoft …
B 74 55 84 75 23 81 95
4840
arjshiv
Provides quick access to local system utilities including time/date, hostname, …
B 74 54 66 57 N/A 64 89 97
4841
manimohans
Provides tools to fetch and search news from The Verge's RSS feed, allowing use…
B 74 55 70 65 52 80 99
4842
pshap
Enables read-only access to local Calibre libraries for searching metadata, ins…
B 74 54 82 42 N/A 47 95 100
4843
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
4844
adamryczkowski
Imagen MCP Server Claim
Enables image generation using Google's Imagen and other AI models through Nexo…
B 74 55 80 72 31 80 96
4845
cmanohar
mcp-uspto Claim 1
An MCP server for searching and retrieving USPTO data, including patents, trade…
B 74 55 67 67 56 84 94
4846
chadkunsman
NetBox MCP Server Claim
A read-only FastMCP server that enables AI assistants to query and retrieve net…
B 74 55 88 58 47 81 89
4847
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
4848
omert11
Enables AI-powered translation of Django gettext .po files while intelligently …
B 74 54 78 60 N/A 38 95 93
4849
CW-Codewalnut
Connects Metabase business intelligence platform to AI assistants, enabling use…
B 74 55 88 48 51 80 97
4850
suvarchal
Docker MCP Server Claim
Allows Claude and other AI assistants to interact with Docker through the MCP p…
B 74 54 78 70 N/A 18 95 94
Showing 4801–4850 of 66415 servers
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