MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5651
m2ai-mcp-servers
mcp-philips-hue Claim 2
MCP server for Philips Hue smart lighting control
B 73 54 75 68 N/A 31 84 98
5652
sh6drack
zen-mcp Claim 1
Zen Browser automation via WebDriver BiDi. 20 tools for navigation, form fillin…
B 73 54 75 58 N/A 37 89 99
5653
cyberpapiii
imessage-max Claim
AI-optimized MCP server for iMessage on macOS. Read, search, and send messages.
B 73 54 72 42 N/A 73 95 89
5654
engboustani
Rasmio MCP Server Claim
Provides access to the Rasmio API for searching and retrieving detailed informa…
B 73 55 70 68 42 81 100
5655
dperussina
An easy-to-use bridge that lets AI assistants like Claude and Cursor IDE direct…
B 73 55 74 62 55 76 94
5656
LikhonSheikh404
Provides comprehensive search capabilities including web search, content extrac…
B 73 55 76 73 21 82 99
5657
aptro
MCP server enabling AI agents to programmatically connect to and control Apache…
B 73 55 94 43 46 78 99
5658
tb0hdan
wass-mcp Claim 1
MCP server for web application security scanning
B 73 54 65 53 N/A 74 92 85
5659
dpaluy
MCP Claude Desktop Claim
Enables Claude Code to send prompts to Claude Desktop using macOS automation an…
B 73 54 78 65 N/A 29 90 92
5660
stilllovee
Memory MCP Server Claim
Enables AI agents to maintain context across conversation sessions by saving an…
B 73 55 78 66 31 82 99
5661
hannesill
M4 Claim
Query clinical datasets like MIMIC-IV and eICU with natural language, supportin…
B 73 55 58 62 73 81 98
5662
guardd
Orcho MCP Server Claim
Provides real-time security risk assessment for AI coding prompts, analyzing po…
B 73 55 84 66 30 81 91
5663
praveenc
mcp-docs-server Claim 1
Search and fetch MCP protocol documentation using BM25 search with weighted sco…
B 73 54 73 62 N/A 29 95 96
5664
stvlynn
Enables AI-powered text-to-image generation using Volcengine's API with support…
B 73 55 78 75 21 81 96
5665
belkin-digital
Enables interaction with Yandex Tracker through its API for managing tasks, com…
B 73 55 84 57 45 81 92
5666
Nareshtt
Provides distraction-free access to YouTube by allowing AI assistants to retrie…
B 73 54 78 61 N/A 25 90 98
5667
PraveerT
Provides system monitoring and management capabilities for Claude CLI, allowing…
B 73 54 84 56 N/A 16 95 99
5668
IngeniousIdiocy
A local MCP server that enables users to query the CFPB Consumer Complaint Data…
B 73 54 72 61 N/A 37 95 91
5669
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5670
natashanajdovski
A professional-grade MCP server that enables AI assistants to monitor web servi…
B 73 55 94 83 49 81 44
5671
fzlzjerry
Tarot MCP Server Claim 1
Provides professional-grade Rider-Waite tarot readings and 11 specialized sprea…
B 73 55 72 61 47 82 100
5672
qwang07
Duck Duck MCP Claim 2
This MCP server utilizes DuckDuckGo for web searches, providing structured sear…
B 73 55 76 63 38 82 97
5673
romiluz13
Provides persistent memory and semantic code understanding for AI assistants us…
B 73 55 78 56 57 81 91
5674
ExpertVagabond
solana Claim
Solana MCP server for wallet, transactions & programs
B 73 54 94 28 N/A 46 95 94
5675
Whitemarmot
postbolt Claim
Publish to 13+ social media platforms from any AI agent via MCP.
B 73 54 60 70 N/A 55 80 98
5676
bsmi021
A dedicated server that wraps Google's Gemini AI models in a Model Context Prot…
B 73 55 96 43 51 80 90
5677
lutic1
Enables Claude Desktop to generate text and analyze images using Google's Gemin…
B 73 55 78 56 42 81 100
5678
Sheshiyer
Enables creation and management of Framer plugins with web3 capabilities like w…
B 73 55 90 100 37 81 37
5679
jeanibarz
Retrieve and list content from various knowledge bases effortlessly. Enhance yo…
B 73 54 90 28 N/A 54 95 96
5680
Fato07
log-analyzer-mcp Claim 1
AI-powered log analysis - parse, search, extract errors across 9+ formats
B 73 54 70 35 N/A 81 94 90
5681
plaintest
MCP Connect Claim 1
Enables AI assistants to control iOS Simulators and automate browsers by combin…
B 73 54 78 56 N/A 42 88 95
5682
fortunto2
Prefect MCP Server Claim
A server that enables interacting with Prefect workflow automation tools throug…
B 73 54 74 43 N/A 64 91 96
5683
memextech
HT-MCP Claim
ht-mcp is useful for enabling Agents to use terminals (e.g. bash, zsh, fish) i…
B 73 55 96 56 88 81 43
5684
adolfosalasgomez3011
Creates professional Slidev presentations with automated Git-based backup and r…
B 73 55 94 58 49 71 84
5685
micky-devs
Sonarr MCP Server Claim
Enables AI assistants to manage TV series collections through Sonarr's API usin…
B 73 55 86 67 21 81 98
5686
aberemia24
Universal MCP server for executing TypeScript and Python code with progressive …
B 73 55 78 31 86 81 97
5687
Ansvar-Systems
rwandan-law-mcp Claim
Rwandan legislation via MCP — full-text search across statutes and provisions
B 73 55 90 32 N/A 71 82 91
5688
MonadsAG
capsulecrm-mcp Claim
📇 ☁️ Allows AI clients to manage contacts, opportunities and tasks in Capsule C…
B 73 54 62 68 N/A 49 92 90
5689
deeprave
search-mcp Claim
Enables web search capabilities using DuckDuckGo's free API without requiring a…
B 73 55 90 55 24 81 100
5690
cpropster
Linear MCP Server Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 55 77 68 35 81 95
5691
avisekrath
Zulip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Zul…
B 73 55 69 75 47 81 89
5692
pubnub
PubNub MCP Server Claim 1
PubNub Model Context Protocol MCP Server for Cursor and Claude
B 73 55 66 82 N/A 58 75 81
5693
samwang0723
MCP Atlassian Claim 1
An MCP server that enables AI agents to interact with Atlassian products (Confl…
B 73 55 65 71 70 78 83
5694
benhancock
Enables LLMs to interact with Things 3 task manager on macOS via AppleScript, a…
B 73 55 78 100 N/A 27 95 45
5695
Magenta91
Enables automated dataset processing and onboarding using Google Drive integrat…
B 73 55 84 58 34 81 100
5696
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 55 78 68 27 82 100
5697
call518
MCP-Ambari-API Claim
Manage and monitor Hadoop clusters via Apache Ambari API, enabling service oper…
B 73 55 88 38 59 81 95
5698
Wayazi
A server implementing the Model Context Protocol that provides filesystem opera…
B 73 54 54 62 N/A 75 84 99
5699
JojoSlice
Enables LLMs to automatically analyze project structures, detect technologies, …
B 73 54 84 53 N/A 25 95 96
5700
ferdousbhai
tasty-agent Claim
Tastyworks API integration to handle trading activities on Tastytrade
B 73 55 54 72 69 76 98
Showing 5651–5700 of 66427 servers
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