MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 44 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9951
anupamsharnagat
A Python-based demonstration server showcasing multiple Model Context Protocol …
C 66 55 86 30 22 83 100
9952
larturi
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling users to list table…
C 66 55 68 57 27 80 92
9953
olgasafonova
Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.
C 66 64 96 43 0 81 83 100
9954
Marcussy34
Enables AI assistants to semantically search through indexed documentation webs…
C 66 54 78 30 N/A 27 91 94
9955
cloud-aspect
Config MCP Server Claim
Enables AI assistants to search documentation, read and update configuration fi…
C 66 55 54 100 N/A 26 95 43
9956
conshus
A remote MCP server for Cloudflare Workers featuring built-in GitHub OAuth for …
C 66 55 60 62 26 80 97
9957
strangetoucan
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
C 66 55 68 43 37 81 97
9958
pranavms13
Web Search MCP Claim
Enables web searching through Google, DuckDuckGo, and Bing using a headless Chr…
C 66 54 64 33 N/A 44 95 93
9959
rfdez
Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red …
C 66 66 76 75 0 83 82 91
9960
alanedavis
A Model Context Protocol server for Marketing Connect AI integrations that prov…
C 66 55 63 58 24 81 94
9961
Alvinnn1
TinyPNG MCP Server Claim
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
C 66 55 54 72 24 81 89
9962
AlwaysSany
DeepL MCP Server Claim
Provides translation capabilities using the DeepL API, supporting text translat…
C 66 55 72 36 47 81 91
9963
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
9964
pickstar-2002
MinIO Storage MCP Claim
Enables AI assistants to manage MinIO object storage through comprehensive buck…
C 66 55 72 100 40 81 21
9965
iamnotagentleman
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
C 66 55 68 38 44 81 99
9966
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
9967
go-rod
rod-mcp Claim
Rod-MCP provides browser automation capabilities for your applications by using…
C 66 54 68 31 N/A 45 87 99
9968
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
9969
fancyboi999
A server that allows interfacing with the Chinese social media platform Xiaohon…
C 66 54 62 43 N/A 38 95 88
9970
PetrefiedThunder
mcp-census Claim 1
Provides access to the US Census Bureau API, allowing AI agents to retrieve dem…
C 66 55 54 63 32 82 93
9971
workerportfolio
Enables persistent storage and retrieval of decisions, settings, and operationa…
C 66 55 80 58 22 80 75
9972
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
9973
Khushi-c-sharma
Enables AI assistants to manage personal expenses through natural conversation,…
C 66 54 76 30 N/A 24 95 96
9974
hew
An MCP server that evaluates product designs against Dieter Rams' 10 principles…
C 66 55 39 82 N/A 18 95 90
9975
mayank-ketkar-sf
ML Jupyter MCP Claim
Execute Python code with persistent state across Claude conversations using a b…
C 66 54 78 28 N/A 21 95 100
9976
Kirandawadi
Connects LLMs like Claude Desktop with Volatility3 forensics framework, enablin…
C 66 54 78 33 N/A 23 95 93
9977
SunmaiLee
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 66 54 66 70 N/A 26 95 58
9978
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
9979
khgs2411
Memvid MCP Server Claim
Enables AI agents to use persistent, file-based memory through Memvid, supporti…
C 66 54 54 60 N/A 32 89 92
9980
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
9981
kanlanc
Lodestar MCP Server Claim 1
This is an MCP server that facilitates building tools for interacting with vari…
C 66 54 50 67 N/A 20 90 94
9982
vitaliiivanovspryker
An MCP server that enables natural language search capabilities for Spryker pac…
C 66 55 55 100 43 83 39
9983
wjlim
Enables users to manage and navigate nf-core bioinformatics pipeline repositori…
C 66 54 54 57 N/A 22 90 99
9984
aahl
AkTools MCP Server Claim 1
MCP Server for stock and crypto
C 66 55 47 100 N/A 76 95 12
9985
xj-bear
Enables querying financial data including stocks, indices, funds, and futures f…
C 66 55 72 46 24 81 98
9986
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 55 68 38 43 81 100
9987
fabkho
nuxt-i18n-mcp Claim 1
MCP server for managing i18n translations in Nuxt projects.
C 66 54 75 0 N/A 79 90 97
9988
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
9989
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 55 48 68 27 81 100
9990
tponscr-debug
oracle-h-mcp Claim
Mandatory human approval gate for autonomous AI agents. Intercepts critical, ir…
C 66 64 72 73 0 69 95 92
9991
nagarjun226
Sushi MCP Server Claim
Enables AI assistants to control the Sushi audio engine via gRPC for real-time …
C 66 55 72 33 42 82 98
9992
srijanshukla18
xray Claim
Progressive code-intelligence MCP server: map project structure, fuzzy-find sym…
C 66 54 72 31 N/A 43 90 90
9993
hightemp
A Go-based MCP server that provides comprehensive access to the Serper Google S…
C 66 55 70 45 37 81 92
9994
pr0cf5
GhidraMCP Claim
Enables LLMs to autonomously reverse engineer applications by exposing Ghidra's…
C 66 54 66 33 N/A 40 95 91
9995
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
9996
DigiBugCat
Logpush MCP Claim
Enables reading and analyzing Cloudflare Workers logpush data stored in R2 buck…
C 66 55 66 52 27 80 99
9997
scriptstar
Provides personalized Data Engineering learning updates by fetching recent news…
C 66 55 70 100 21 81 38
9998
smogievogie
Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological …
C 66 55 54 71 37 81 83
9999
mcgiverdev
A modular MCP server that connects to external APIs, providing tools for weathe…
C 66 55 72 82 25 81 56
10000
bobby169
A Model Context Protocol server that provides current weather forecasts for spe…
C 66 54 45 60 N/A 28 94 100
Showing 9951–10000 of 66484 servers
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