MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10051
Marcussy34
Enables AI assistants to semantically search through indexed documentation webs…
C 66 54 78 30 N/A 27 91 94
10052
jonmmease
jons-mcp-java Claim
Provides Java development capabilities through Eclipse JDT.LS, enabling symbol …
C 66 54 72 33 N/A 24 94 97
10053
rfdez
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
C 66 66 76 75 0 83 82 91
10054
HeshamFS
Provides AI assistants with access to materials science databases, enabling sea…
C 66 55 60 41 47 82 100
10055
mapdevsaikat
Geocode addresses, lookup administrative boundaries, and process DigiPin codes …
C 66 64 86 73 0 60 83 93
10056
rllvusgnzm98
mcp-server-chart Claim
C 66 54 78 26 N/A 45 95 84
10057
dbhavery
mcplex Claim 2
An MCP server that bridges local Ollama models and ChromaDB vector memory to MC…
C 66 54 57 40 N/A 48 94 93
10058
designly1
MCP Medium Server Claim
Enables AI assistants to publish posts to Medium with support for drafts, tags,…
C 66 55 56 82 23 81 75
10059
yasg1988
Dnevnik.ru MCP Server Claim 2
An MCP server that integrates with the Dnevnik.ru API to provide AI assistants …
C 66 55 69 62 39 80 73
10060
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
10061
suthio
An MCP server that enhances Brave Search results by using Puppeteer to extract …
C 66 55 69 58 21 81 91
10062
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
10063
harish-anandaramanujam
Python based with all 29 tools that's available to developers from National Par…
C 66 54 60 52 N/A 37 95 82
10064
puran-water
Enables natural language control of AutoCAD LT through AutoLISP code generation…
C 66 54 72 30 N/A 54 90 81
10065
zxw94FE
An AI server that provides intelligent prompt optimization capabilities, enhanc…
C 66 54 72 57 N/A 25 90 72
10066
kshern
image-tools-mcp Claim 2
Image Tools MCP is a Model Context Protocol (MCP) service that retrieves image …
C 66 55 66 87 50 80 40
10067
privilegemendes
Amadeus MCP Server Claim 1
A Model Context Protocol server that connects to Amadeus API, enabling AI assis…
C 66 55 51 75 27 80 93
10068
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
10069
randyandrade
AGI MCP Server Claim 1
Enables persistent memory for AI systems by providing tools for episodic, seman…
C 66 55 78 82 33 78 41
10070
volticscontent
Enables interaction with multiple Shopify stores simultaneously through the Sto…
C 66 55 60 60 29 82 90
10071
BhanuTJ93
Playwright MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 66 55 63 83 53 83 40
10072
vitaliiivanovspryker
An MCP server that enables natural language search capabilities for Spryker pac…
C 66 55 55 100 43 83 39
10073
HighLevelScaling
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 66 55 48 70 38 84 86
10074
RecursiveRabbit
AI BBS Claim 1
An MCP server that enables direct AI-to-AI communication through a bulletin boa…
C 66 55 81 37 22 82 97
10075
mcgiverdev
A modular MCP server that connects to external APIs, providing tools for weathe…
C 66 55 72 82 25 81 56
10076
uarlouski
AI-native Model Context Protocol (MCP) server for TestRail. Lets Claude, Cursor…
C 66 64 78 72 0 78 83 93
10077
SunmaiLee
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 66 54 66 70 N/A 26 95 58
10078
RadonX
MCP TriliumNext Claim 1
A Model Context Protocol server enabling AI assistants to interact with Trilium…
C 66 55 69 100 25 81 35
10079
onesvat
MCP Beancount Tool Claim
Enables interaction with local Beancount accounting ledgers through structured …
C 66 54 46 65 N/A 24 95 96
10080
l1806858547
TiDB MCP Server Claim 1
A Model Context Protocol server that allows executing SELECT queries on TiDB da…
C 66 55 63 55 25 81 100
10081
kmwebnet
CO2 Sensor MCP Server Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 54 94 26 N/A 20 95 80
10082
ohqay
An MCP server that allows AI tools like Claude Desktop, Claude Code, and Cursor…
C 66 54 75 28 N/A 32 95 95
10083
DigiBugCat
Logpush MCP Claim
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
C 66 55 66 52 27 80 99
10084
AnkitDigitalsherpa
Echo Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 54 48 62 N/A 20 95 100
10085
cfocoder
Banxico MCP Server Claim
Enables access to Bank of Mexico (Banxico) economic data including real-time an…
C 66 55 60 38 51 81 100
10086
GuangYiDing
MySQL-MCP Claim
A connector that gives Claude direct access to MySQL databases through the Mode…
C 66 55 60 48 44 80 99
10087
hellovelop
limelink-mcp-server Claim 1
MCP server for Limelink dynamic links with deep linking, social previews, and U…
C 66 55 57 100 N/A 32 83 43
10088
Spectre006
An API server that enables interaction with IBM Maximo resources like Assets an…
C 66 55 72 38 34 81 98
10089
xj-bear
Enables querying financial data including stocks, indices, funds, and futures f…
C 66 55 72 46 24 81 98
10090
gaurigshankar
Weather MCP Server Claim
Enables AI assistants to access real-time US weather forecasts and alerts throu…
C 66 55 60 100 N/A 22 95 37
10091
sidharthrajaram
MCP Weather Server Claim 1
This SSE-based MCP server allows users to connect and interact with National We…
C 66 55 84 36 28 81 92
10092
aaronsb
Jira Cloud Claim 1
MCP server for Jira Cloud — manage issues, sprints, boards, filters, and custom…
C 66 54 85 20 N/A 55 83 84
10093
anupamsharnagat
A Python-based demonstration server showcasing multiple Model Context Protocol …
C 66 55 86 30 22 83 100
10094
i-richardwang
Vision MCP Claim
Enables image analysis and understanding using Vision Language Models through O…
C 66 55 66 46 45 81 91
10095
qitianfeng
Enables reading and processing various document formats including Word, PDF, RT…
C 66 54 72 48 N/A 19 95 84
10096
theYahia
@theyahia/1c-rest-mcp Claim 2
MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документ…
C 66 44 45 62 83 79
10097
anshulbehl
AAP MCP Server Claim
Enables comprehensive management of Ansible Automation Platform Controller and …
C 66 55 72 66 18 80 82
10098
scarfunk
An unofficial MCP server that integrates with the Channel Talk Open API to allo…
C 66 55 56 67 31 80 88
10099
security-use
Enables AI assistants to scan project dependencies and Infrastructure as Code f…
C 66 55 84 31 29 76 100
10100
davidteren
Provides audio playback functionality for AI agents, allowing them to play noti…
C 66 54 60 41 N/A 40 95 93
Showing 10051–10100 of 67197 servers
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