MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5701
ampcome-mcps
Time MCP Server Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 55 78 75 N/A 40 95 63
5702
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
5703
vishutorvi
A comprehensive tutorial project that teaches Model Context Protocol (MCP) deve…
B 73 54 78 61 N/A 21 92 99
5704
sscmfi
Enables AI assistants to perform high-precision Price and Yield calculations fo…
B 73 55 90 58 30 82 91
5705
PedroDnT
A Model Context Protocol server that enables Claude to perform advanced web res…
B 73 55 81 58 40 80 98
5706
Davaakhatan
Enables AI agents to interact with SkyFi's geospatial data services for orderin…
B 73 55 84 72 26 81 89
5707
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
5708
bmorphism
Enables execution and management of Babashka scripts using the Model Context Pr…
B 73 55 96 100 N/A 19 84 43
5709
NocturnLabs
A personal knowledge MCP server with vector database for the Opencode ecosystem…
B 73 54 70 61 N/A 35 90 100
5710
Raunak-dev-18
Context MCP Claim 1
Provides persistent context management for AI agents by storing and querying se…
B 73 55 78 58 45 80 99
5711
blueman82
Recall Claim
Provides long-term memory storage for AI assistants with semantic search, enabl…
B 73 54 88 35 N/A 50 95 93
5712
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
5713
steveday763
Enables searching and browsing Android source code across projects like Android…
B 73 55 78 67 47 76 93
5714
jankowtf
A template for creating custom tools for Cursor IDE using Model Context Protoco…
B 73 55 78 56 46 80 100
5715
tndfame
Enables AI agents to send messages, manage rich menus, and interact with users …
B 73 55 66 72 55 81 87
5716
pshanesmith
nrf-mcp Claim 1
An MCP server for Nordic nRF Connect SDK development that enables users to list…
B 73 55 79 68 35 80 92
5717
Parth3930
Enables AI agents to achieve production-ready solutions through iterative refin…
B 73 55 90 58 30 82 91
5718
manishgadhock-monotype
Enables integration with Monotype API for managing company users, teams, and ro…
B 73 55 92 100 27 81 42
5719
SheffieldP
HubSpot MCP Server Claim
A server that enables AI models to interact with HubSpot CRM data and operation…
B 73 55 78 65 40 76 98
5720
Af7007
MCP Trader Server Claim
Enables trading operations and market analysis through MetaTrader 5, MLP AI sig…
B 73 54 72 70 N/A 29 95 90
5721
ssdeanx
Hi-AI Claim
AI development assistant with 36 specialized tools for memory management, code …
B 73 55 78 58 55 81 87
5722
Quevin
MCP-DayOne Claim 1
A Message Control Protocol server that enables Claude Desktop and other applica…
B 73 54 74 60 N/A 43 90 94
5723
navisbio
Provides AI assistants with direct query access to the AACT (Aggregate Analysis…
B 73 55 60 60 67 81 99
5724
sakimototwingarc-spec
Provides tools to authenticate, search, and manage sessions within WingArc's iA…
B 73 55 86 66 27 80 93
5725
leafsicle
Muni-MCP Claim
Professional building code compliance assistant that interfaces with municipal …
B 73 55 72 68 39 81 96
5726
talknerdytome-labs
This MCP server searches Google's public ads database and uses AI to analyze ad…
B 73 55 72 71 37 81 94
5727
oculairmedia
Provides comprehensive tools for managing BookStack instances, including full C…
B 73 55 86 67 32 80 87
5728
houtini-ai
gemini Claim
Model Context Protocol server for Google Gemini AI with chat, research, and gro…
B 73 54 94 41 N/A 54 83 88
5729
yhosok
Provides access to database schema information generated by tbls and enables se…
B 73 55 84 61 30 81 96
5730
AayushBahukhandi
hackernews-mcp Claim 2
A Model Context Protocol (MCP) server that provides access to Hacker News stori…
B 73 55 78 100 25 87 58
5731
mxiamxia
Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…
B 73 55 66 82 37 81 90
5732
grittygrease
Enables AI assistants to encrypt and decrypt files or text using the SAFE utili…
B 73 54 90 47 N/A 30 95 93
5733
icyrainz
XMLTV MCP Server Claim
Enables querying TV programming data from Tunarr XMLTV feeds, including viewing…
B 73 55 90 57 27 81 98
5734
sdntechforum
Enables interaction with Cisco NX-OS devices by executing CLI commands via the …
B 73 55 66 75 45 80 96
5735
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
5736
johnnyoshika
MCP SQLite Server Claim
A Node.js implementation of the Model Context Protocol server using SQLite, pro…
B 73 54 54 57 N/A 72 87 100
5737
github-samples
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-…
B 73 54 96 20 N/A 63 95 91
5738
felores
This server provides tools for uploading images and videos directly to Cloudina…
B 73 55 90 56 44 76 91
5739
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 55 94 82 51 81 44
5740
xiaobenyang-com
Bilibili-Api Claim 1
A Model Context Protocol (MCP) server that provides services for the bilibili.c…
B 73 64 78 66 83 45 95 63
5741
manish6007
Integrates Redshift database query capabilities with vector-based knowledgebase…
B 73 55 72 82 36 80 87
5742
stape-io
This server supports remote MCP connections, includes built-in Google OAuth, an…
B 73 55 66 71 61 80 84
5743
marie6789040106650
Chrome MCP Server Claim
Transforms Chrome browser into an AI-controlled automation tool that allows AI …
B 73 54 94 33 N/A 47 95 89
5744
Norcim133
MSFT-Mail+Calendar
B 73 54 90 37 N/A 45 91 97
5745
rubinsh
An MCP server that enables Claude to access Windows screenshots from WSL2, allo…
B 73 54 75 53 N/A 51 90 93
5746
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 55 96 74 47 81 53
5747
cyberkaida
ReVa Claim 1
A Ghidra MCP server that enables AI language models to interact with Ghidra for…
B 73 54 51 60 N/A 79 95 86
5748
stevereiner
Python, LlamaIndex, LangChain, Docker Compose: 15 Property Graph, 4 RDF , 10 Ve…
B 73 54 76 38 N/A 60 95 97
5749
rishipradeep-think41
Enables posting text messages to Google Chat spaces using webhooks, providing s…
B 73 55 78 65 41 81 95
5750
fcggamou
autoicd-mcp Claim 1
MCP server for automated ICD-10 medical coding. Code clinical text to ICD-10-CM…
B 73 55 57 75 54 82 95
Showing 5701–5750 of 67197 servers
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