MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4751
KS-GEN-AI
confluence-mcp-server Claim 1
Get Confluence data via CQL and read pages.
B 74 55 86 65 45 74 91
4752
Doriandarko
Provides web search capabilities to Claude AI using the Anthropic API, allowing…
B 74 55 94 100 23 78 52
4753
shedyhs
pg-mcp Claim
Enables AI assistants to query PostgreSQL databases, inspect schemas, and retri…
B 74 55 84 100 45 81 46
4754
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
4755
eliotk
A Model Context Protocol (MCP) server for searching the National Provider Ident…
B 74 55 82 61 46 81 94
4756
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
4757
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
4758
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
4759
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
4760
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
4761
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
4762
inteligencianegociosmmx
Vega-Lite MCP Server Claim 1
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
B 74 55 94 91 45 81 42
4763
urfanazad
Enables ChatGPT and Claude Desktop to post text content directly to your Linked…
B 74 54 74 68 N/A 27 95 97
4764
sun873087
MCP Weather Sample Claim
A demonstration project for Model Context Protocol (MCP) that integrates weathe…
B 74 55 78 63 38 81 100
4765
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
4766
aiconnect-cloud
Allows AI agents to query and manage asynchronous jobs in the Agent Jobs system…
B 74 55 94 100 30 81 42
4767
danielsebastianc
Enables interaction with Frappe and ERPNext sites through their REST API endpoi…
B 74 54 80 66 N/A 35 87 90
4768
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4769
bennyzen
A comprehensive toolkit for color conversion, manipulation, and accessibility a…
B 74 55 82 61 50 80 92
4770
A-Niranjan
Provides secure filesystem access for AI models through the Model Context Proto…
B 74 55 78 62 48 81 94
4771
fergusalveolar205
Generative-UI-MCP Claim
Enables AI models to generate interactive visuals including charts, diagrams, U…
B 74 44 62 N/A N/A 35 95 96
4772
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
4773
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
4774
muleiwu
Enables AI assistants to create, manage, and analyze short URLs through complet…
B 74 55 78 65 49 81 93
4775
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4776
JamesANZ
cross-llm-mcp Claim 1
An MCP server that enables cross-LLM communication and memory sharing, allowing…
B 74 54 61 62 N/A 55 92 100
4777
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4778
scanmalware
MCP server for ScanMalware.com URL scanning, malware detection, and analysis.
B 74 66 77 70 86 31 81 86
4779
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4780
Domoteek
Search for Airbnb listings and get detailed information about accommodations. A…
B 74 54 84 57 N/A 41 90 91
4781
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
4782
0xKoda
Provides tools for AI assistants to interact with the Ethereum blockchain throu…
B 74 55 66 100 46 82 68
4783
fcavalcantirj
Enables sending WhatsApp messages through Claude Desktop and other MCP-compatib…
B 74 55 86 61 36 81 96
4784
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4785
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
4786
Darkstar326
MCP MySQL Server Claim
Enables interaction with MySQL databases (including AWS RDS and cloud instances…
B 74 55 96 75 47 81 57
4787
dindicoelho
Enables intelligent RSS feed management and analysis through Inoreader integrat…
B 74 55 86 61 34 81 99
4788
jim-coyne
Enables LLMs to interact with Hyperfabric infrastructure management APIs, provi…
B 74 55 94 46 53 78 94
4789
trainual
Enables interaction with Tiptap collaborative document services through compreh…
B 74 55 72 71 46 82 95
4790
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4791
wong2
litemcp Claim
A TypeScript framework for building MCP servers elegantly
B 74 54 90 61 N/A 56 95 59
4792
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
4793
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
4794
danielsaban
Provides CRUD tools for managing a database of Italian cities backed by Elastic…
B 74 55 94 56 24 83 100
4795
meanands
MCP Server that provides up-to-date documentation for npm packages by fetching …
B 74 55 78 58 49 80 100
4796
arjshiv
Provides quick access to local system utilities including time/date, hostname, …
B 74 54 66 57 N/A 64 89 97
4797
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
4798
manimohans
Provides tools to fetch and search news from The Verge's RSS feed, allowing use…
B 74 55 70 65 52 80 99
4799
YelowFlash09
MCP Figma Claim
Enables AI assistants to read and modify Figma designs programmatically, suppor…
B 74 54 78 53 N/A 45 95 94
4800
nacal
Allows AI assistants to connect to and control Minecraft players on remote serv…
B 74 55 60 72 73 80 91
Showing 4751–4800 of 66415 servers
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