MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9801
Hroerkr
A fully self-hosted MCP server that integrates the Mem0 framework to provide pe…
C 66 54 68 32 N/A 34 90 100
9802
Mars23003
A streamlined MCP server designed for querying on-call runbooks through an opti…
C 66 55 72 53 24 80 93
9803
phsphd
A Model Context Protocol server that provides Claude with access to AI-powered …
C 66 55 65 63 16 81 95
9804
T1Trit
Enables comprehensive control and automation of Yandex Browser, including tab m…
C 66 55 84 100 N/A 26 87 11
9805
anupamsharnagat
A Python-based demonstration server showcasing multiple Model Context Protocol …
C 66 55 86 30 22 83 100
9806
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
9807
andrew-stclair
Enables users to perform security testing and penetration testing tasks through…
C 66 55 78 40 33 81 93
9808
v9rt3x
CS2 RCON MCP Server Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 55 61 41 48 81 100
9809
Haohao-end
mcp-agent Claim 1
A modular Python framework implementing the Model Context Protocol (MCP). It fe…
C 66 54 84 55 N/A 24 88 64
9810
hamen
Android MCP Claim
Enables interaction with Android devices and emulators through ADB, allowing co…
C 66 55 66 82 N/A 29 95 42
9811
theYahia
kaiten-mcp Claim 2
MCP server for Kaiten API — cards, boards. 3 tools.
C 66 44 47 N/A N/A 62 95 62
9812
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
9813
wjlim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
C 66 54 54 57 N/A 22 90 99
9814
henry1042
Enables reading MSI installer metadata, analyzing Windows software packages, an…
C 66 54 70 30 N/A 44 95 87
9815
cosmix
Linear MCP Server Claim
Provides a Model Context Protocol interface for accessing Linear's issue tracki…
C 66 66 92 71 0 54 82 94
9816
Quaestor-Technologies
Connects AI clients to the Standard Metrics API for automated analysis of ventu…
C 66 55 62 40 60 81 93
9817
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
9818
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 66 55 66 55 26 81 93
9819
Osmosis-AI
CodeMerge Claim 1
A Model Context Protocol server that uses Osmosis-Apply-1.7B to intelligently a…
C 66 55 75 51 26 81 85
9820
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
9821
beekmarks
WASM MCP Server Claim 1
This server enables running a Model Context Protocol in a web browser with func…
C 66 55 78 60 21 77 83
9822
AnotherStream
Enables integration with Evernote API to access and manage Evernote resources i…
C 66 55 80 58 23 81 77
9823
chadismoving
Enables deployment of MCP servers to Cloudflare Workers without authentication …
C 66 55 72 60 23 81 84
9824
kozokaAI
AS400 MCP Server Claim
Enables development support for AS400/IBM i systems by providing read-only acce…
C 66 55 66 41 67 80 78
9825
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
9826
vitaliiivanovspryker
An MCP server that enables natural language search capabilities for Spryker pac…
C 66 55 55 100 43 83 39
9827
jasonkholden
Provides AI models with real-time data about New England's power grid through a…
C 66 55 68 37 40 82 100
9828
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 64 82 65 0 80 95 84
9829
Abdullah-1121
MCP Chat Claim
A command-line interface application that enables interaction with LLMs through…
C 66 54 78 31 N/A 24 95 95
9830
jezweb
OpenAI MCP Claim 1
A Model Context Protocol server enabling AI assistants to generate images throu…
C 66 55 75 41 37 81 90
9831
lijianye521
Link MCP Claim
Enables intelligent web document scraping and conversation memory management fo…
C 66 55 72 83 28 81 52
9832
guoling2008
what is go-mcp-postgres? go-mcp-postgres is a Model Context Protocol (MCP) serv…
C 66 55 72 42 60 74 84
9833
aahl
AkTools MCP Server Claim 1
MCP Server for stock and crypto
C 66 55 47 100 N/A 76 95 12
9834
Tencent-RTC
The Tencent RTC MCP Server provides real-time communication capabilities such a…
C 66 55 60 100 22 81 54
9835
imouiche
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigat…
C 66 54 76 31 N/A 29 94 95
9836
shengchao73
Meme MCP Server Claim 2
A Model Context Protocol server for managing, searching, and retrieving local m…
C 66 54 65 56 N/A 42 90 71
9837
qubaomingg
一个 Alpha Vantage API 查询 股票信息的 MCP server.
C 66 55 70 61 26 80 83
9838
baranwang
Trends Hub Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 55 53 74 67 80 58
9839
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
9840
8xiang5hao
AQICN MCP Server Claim 1
Enables querying real-time air quality index (AQI) data for Chinese cities, inc…
C 66 55 72 68 24 82 72
9841
JMoak
JMoak-chrono-mcp Claim
Convert and compare dates and times across any timezone with flexible, locale-a…
C 66 66 100 66 0 59 81 87
9842
AvinashBole
Quip MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude to direc…
C 66 55 63 50 43 71 100
9843
isaacwasserman
mcp-vegalite-server Claim 1
Generate visualizations from fetched data using the VegaLite format and rendere…
C 66 54 78 45 N/A 26 77 96
9844
SunmaiLee
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 66 54 66 70 N/A 26 95 58
9845
openSVM
An MCP server implementation that enables access to DexScreener API data, provi…
C 66 55 69 83 42 81 42
9846
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
9847
Simon-Kansara
Enables LLMs to control Ableton Live digital audio workstation through OSC (Ope…
C 66 54 66 32 N/A 49 92 91
9848
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
9849
baryhuang
A Model Context Protocol server that enables Claude to execute Python code usin…
C 66 55 79 40 42 81 84
9850
ravikant1918
sharepoint-mcp Claim 2
A production-grade Model Context Protocol (MCP) server for Microsoft SharePoint…
C 66 54 55 43 56 81 100
Showing 9801–9850 of 66484 servers
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