MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29820
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10451
Leon4s4
A mem0-like memory system for GitHub Copilot that provides persistent knowledge…
C 65 54 60 41 N/A 37 95 91
10452
JPFrancoia
Jopmcp Claim 1
A MCP server for Joplin note-taking application that enables interaction with J…
C 65 54 39 63 N/A 23 95 100
10453
Kiruthick7
Enables publishing blog posts directly to Dev.to through the Model Context Prot…
C 65 54 56 40 N/A 42 95 92
10454
RahulRana0707
MCP Server Claim
A TypeScript implementation of Model Context Protocol that provides integration…
C 65 54 62 58 N/A 24 95 78
10455
guanshilong
Extracts title, author, and content (in Markdown format) from WeChat official a…
C 65 55 72 53 19 81 90
10456
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10457
Wunrry
Enables secure interaction with multiple SQL database engines (MySQL, PostgreSQ…
C 65 55 60 41 42 81 99
10458
mohalmah
Provides integration with the Google Apps Script API, allowing management of sc…
C 65 55 78 82 25 81 40
10459
JoseTapiaUex
An advanced MCP server that enables asynchronous downloading of YouTube videos …
C 65 54 60 33 N/A 42 95 96
10460
jackzengh
Enables the deployment of remote Model Context Protocol servers on Cloudflare W…
C 65 55 60 62 27 82 89
10461
Simon006
Enables AI models to interact with Confluence knowledge bases by searching, rea…
C 65 55 72 41 25 81 99
10462
MaxiGarcia13
My First MCP Claim
A simple tutorial MCP server that provides a basic addition tool for adding two…
C 65 55 66 47 27 81 97
10463
fegizii
Enables access to the Semantic Scholar Academic Graph API for searching and ret…
C 65 55 62 43 44 82 93
10464
zchaffee1
MCP Server Claim
A server implementing Model Coupling Protocol for HDF5 file operations, Slurm j…
C 65 54 60 31 N/A 37 95 99
10465
pinnaclesoft-ko
Provides access to Seoul public data including subway passenger statistics and …
C 65 55 78 66 38 78 54
10466
nanyang12138
Enables intelligent analysis of regression test failures and automatic discover…
C 65 55 86 30 23 81 92
10467
sergey-fintech
Enables searching for files by name fragments via JSON-RPC or an HTTP REST API,…
C 65 55 72 91 16 81 46
10468
zinja-coder
jadx-mcp-server Claim 1
MCP server for JADX-AI Plugin
C 65 54 53 33 N/A 60 92 92
10469
kareemaly
Enables AI-powered image analysis using OpenAI's Vision API and image generatio…
C 65 55 66 41 41 81 92
10470
0x-Professor
CTFtime MCP Server Claim
Provides programmatic access to CTFtime.org data for retrieving information abo…
C 65 55 72 35 29 81 100
10471
pickstar-2002
Video Clip MCP Claim 2
A Model Context Protocol server that provides video manipulation capabilities, …
C 65 55 57 60 41 78 88
10472
jiayao
mcp-chess Claim 1
A MCP server playing chess against LLMs.
C 65 54 53 38 N/A 42 92 99
10473
zh19980811
AutoCAD MCP Server Claim
A server that enables natural language interaction with AutoCAD through large l…
C 65 54 66 28 N/A 36 95 97
10474
kiseki-technologies
A Model Context Protocol Server that enables language models to access and mani…
C 65 55 53 66 24 82 93
10475
flowzap-xyz
flowzap-mcp Claim 1
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
C 65 66 94 67 0 50 82 92
10476
TheValverde
An MCP server that enables AI agents to interact with the SpaceTraders API, man…
C 65 54 57 41 N/A 39 95 90
10477
Tech-curator
Korean Patent MCP Claim
Enables searching and analyzing Korean patents through the KIPRIS API using nat…
C 65 55 66 46 50 81 82
10478
Kalyani-Bambal
EKS MCP Server Claim 1
A Model Context Protocol server that provides programmatic access to Amazon EKS…
C 65 55 57 47 34 83 100
10479
Sadaf987
Enables managing school attendance records and interacting with GitHub reposito…
C 65 55 90 22 24 78 100
10480
7etsuo
Enables AI assistants to analyze images from URLs or local files using xAI's Gr…
C 65 55 76 42 19 81 95
10481
CyprianFusi
MCP Chess Server Claim
Provides Chess.com player data integration, enabling AI assistants to fetch rea…
C 65 55 60 37 44 83 100
10482
qingyun-ag2
Giphy MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
C 65 54 60 50 N/A 21 95 90
10483
bscott
A Message Control Protocol server that enables Claude Desktop to interact with …
C 65 55 68 82 N/A 42 95 27
10484
cmarin
Enables structured, step-by-step problem-solving with dynamic revision and bran…
C 65 55 86 33 22 81 91
10485
leejersey
Hexo Blog MCP Server Claim 1
Enables AI clients to manage Hexo blogs by providing tools for article CRUD ope…
C 65 54 54 56 N/A 35 90 86
10486
Pranesh-2005
A set of tools allowing AI assistants to interact directly with GitHub, enablin…
C 65 55 60 58 16 81 99
10487
EdgeworthHitbox
Provides access to Colorado Division of Water Resources data including surface …
C 65 55 72 56 25 81 82
10488
gwbischof
bluesky-social-mcp Claim 1
An MCP server for interacting with Bluesky via the atproto client.
C 65 54 57 42 N/A 43 90 90
10489
Aeolun
Repomix MCP Server Claim 2
An MCP server that packs repositories into AI-friendly files using the Repomix …
C 65 55 63 62 21 80 91
10490
juliengrelet
Enables interaction with the Wisembly API to fetch and manage event data, inclu…
C 65 55 54 100 23 81 53
10491
slavkurochkin
A simple demonstration MCP server that provides a basic arithmetic tool for add…
C 65 55 66 50 24 81 97
10492
Nawaf-TBE
MCP Server Claim
A Node.js/TypeScript server implementing the Model Context Protocol that provid…
C 65 55 72 41 26 81 99
10493
atilaahmettaner
AI-powered trading toolkit with backtesting, live sentiment, Yahoo Finance data…
C 65 54 66 33 55 84 89
10494
Farad-Labs
Nexar MCP Server Claim
Enables searching for electronic components, comparing prices across distributo…
C 65 55 60 42 42 82 96
10495
Acendas
Enables management of Bitbucket Cloud pull requests through natural language, i…
C 65 55 60 46 52 80 88
10496
aaronmeis
Dice MCP Server Claim
Provides dice rolling and coin flipping functionality for AI assistants via the…
C 65 54 60 51 N/A 22 94 92
10497
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10498
ivelin-web
tempo-mcp-server Claim 1
MCP server for managing Tempo worklogs in Jira
C 65 55 53 66 N/A 65 81 63
10499
robcerda
Connects Claude to the RentCast API to provide tools for accessing property val…
C 65 55 74 40 23 81 98
10500
rohitsingh-iitd
Zillow MCP Server Claim 1
A Model Context Protocol server that provides real-time access to Zillow real e…
C 65 55 63 46 34 81 96
Showing 10451–10500 of 57580 servers
« Prev 1 208 209 210 211 212 1152 Next »