MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
FlippySun
Easy Memory Claim
Stores important facts, decisions, and patterns for persistent access across di…
C 55 66 90 10 0 72 81 83
13952
XDDHPP
jimeng-mcp Claim
C 55 64 54 71 0 32 95 79
13953
Yash-Pisat
AI Sticky Notes Claim
A Python-based MCP server that allows users to create, read, and manage digital…
C 55 54 42 17 N/A 23 95 100
13954
BowenXU0126
Send personalized greetings with optional pirate flair. Compose friendly saluta…
C 55 66 64 57 0 29 82 95
13955
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
13956
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
13957
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
13958
mtwn105
zerodha-mcp Claim
Enables natural language management of Zerodha trading accounts, including plac…
C 55 64 72 33 0 40 95 94
13959
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
13960
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
13961
Swathi3255
An MCP server providing tools for web searching via the Tavily API, dice rollin…
C 55 55 39 36 30 80 93
13962
Codeshark-NET
Enables users to search and filter open source issues related to climate change…
C 55 66 66 65 0 20 81 94
13963
kakimochi
ROS2 MCP Server Claim
A Python-based server that enables AI assistants to control robots by integrati…
C 55 54 48 30 N/A 21 94 80
13964
hatimitu76
mcp-shoten-url Claim
Enables creation of shortened URLs using the x.gd URL shortening service throug…
C 55 66 54 63 0 42 81 94
13965
truongducthuan
A full-featured bookstore MCP server with 6 tools for searching books, managing…
C 55 66 60 65 0 26 81 94
13966
bhuvnsh
mcp-mapmyindia Claim 1
MCP server for India maps - place search, nearby discovery, & directions powere…
C 55 54 51 0 N/A 62 76 97
13967
Saunved
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
C 55 55 51 70 N/A 30 80 35
13968
halismertkir
Game Trends Claim
Provide real-time insights and analytics on gaming trends to help users stay up…
C 55 54 36 26 N/A 19 95 96
13969
secret-deus
Enables comprehensive Kubernetes cluster management through kubectl operations …
C 55 55 54 31 18 81 85
13970
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
13971
BACH-AI-Tools
Crawls and converts DeepWiki documentation pages into Markdown format, enabling…
C 55 66 56 58 0 61 81 83
13972
Traia-IO
Provides access to the Nager Public Holiday API, enabling AI agents to retrieve…
C 55 55 68 0 27 78 98
13973
emmamannan
AI Sticky Notes Claim
Enables AI agents to create, read, and summarize sticky notes stored in a local…
C 55 54 38 15 N/A 29 95 100
13974
Traia-IO
Provides access to the Nager.Date API through the Model Context Protocol, enabl…
C 55 55 68 0 27 78 98
13975
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
13976
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 66 72 65 0 45 81 64
13977
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13978
iamsumit-git
Implements a Multi-Channel Platform Server that integrates with existing Enterp…
C 55 55 54 35 21 71 89
13979
IAmAlexander
Readwise Claim
Manage your Readwise library by searching, retrieving, and organizing highlight…
C 55 66 86 10 0 62 81 98
13980
peterjohnbeck
An MCP server that enables retrieval of historical weather data (temperature, p…
C 55 55 41 30 33 81 91
13981
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
13982
jlmelis
Sanity MCP Server Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 55 53 32 19 81 87
13983
localSummer
A TypeScript implementation of a Model Context Protocol (MCP) server that expos…
C 55 55 84 41 27 81 26
13984
Narasimhakatta
JMeter MCP Server Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 54 33 33 N/A 18 95 93
13985
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 54 46 12 N/A 21 95 100
13986
ashwanth1109
Spotify MCP Claim 1
A FastMCP tool that enables control of Spotify through natural language command…
C 55 55 58 23 19 81 90
13987
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
13988
hey-jian-wei
JianYing MCP Claim
Enables AI assistants to create and edit professional videos through natural la…
C 55 55 48 38 27 81 80
13989
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
13990
nwnusun-cool
A server based on the MCP framework that provides remote server management capa…
C 55 55 48 38 22 81 84
13991
hkchao
findtime MCP Server Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 55 75 0 N/A 40 69 90
13992
sofianhamiti
s3-tools Claim 2
An MCP server that provides tools for interacting with AWS S3 buckets, enabling…
C 55 55 57 23 20 81 91
13993
tunde-alao
YouTube MCP Claim 1
A Model Context Protocol server that enables Claude to interact with YouTube da…
C 55 54 33 31 N/A 22 95 92
13994
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 54 42 36 N/A 23 95 77
13995
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
13996
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
13997
wangx-wx
Yuque MCP Server Claim
Enables searching and retrieving detailed document content from the Yuque platf…
C 55 66 54 67 0 36 80 93
13998
akari2600
FogBugz MCP Server Claim 1
A Model Context Protocol server that enables Language Learning Models to intera…
C 55 66 81 43 0 30 80 90
13999
lipeng9401222
M8 Codex MCP Claim
An AI-powered toolkit for the M8 mobile development framework that enables auto…
C 55 55 54 52 29 67 68
14000
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
Showing 13951–14000 of 67226 servers
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