MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29585
Scored
2112
Verified
16952
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7451
mpnikhil
Lenny RAG MCP Server Claim 1
Provides hierarchical RAG over 299 Lenny Rachitsky podcast transcripts for prod…
B 70 55 90 45 24 83 93
7452
ejcho623
agent-breadcrumbs Claim
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
B 70 55 86 36 56 82 88
7453
jkf87
Weather MCP Server Claim
Provides real-time weather information for major South Korean cities using the …
B 70 55 56 82 40 83 82
7454
uzerone
Enables searching and retrieving particle physics data from the Particle Data G…
B 70 55 84 56 30 76 93
7455
eoinjordan
GB Studio MCP Server Claim 1
Enables creation, validation, and manipulation of Game Boy Studio projects thro…
B 70 54 88 56 N/A 55 83 61
7456
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7457
ilidaniys
Jira MCP Server Claim 1
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
B 70 55 78 65 24 78 93
7458
znehraks
MCP Notepad Server Claim
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
B 70 54 72 60 N/A 34 92 85
7459
199-mcp
An enhanced server for ElevenLabs that enables high-quality text-to-speech, voi…
B 70 55 78 46 49 82 89
7460
skyDuanXianBing
Enable AI assistants and applications to seamlessly interact with ArcGIS Online…
B 70 55 60 100 N/A 47 89 42
7461
aleck31
mcp-chrono Claim
A comprehensive time and calendar utility server that provides timezone convers…
B 70 55 60 65 50 82 93
7462
mlobo2012
A server that enables Claude Desktop users to access the Claude API directly, a…
B 70 54 94 33 N/A 19 95 95
7463
block
Code MCP Server Claim
Enables AI agents and assistants like Goose or Claude to interact with VS Code …
B 70 54 78 31 N/A 54 95 92
7464
zhaoyouj
MCP-Slicer Claim
Connects 3D Slicer with AI assistants through the Model Context Protocol, enabl…
B 70 54 90 38 N/A 33 87 90
7465
CTD-Techs
Enables KYC (Know Your Customer) verification through API integration, supporti…
B 70 55 84 77 27 81 65
7466
cbunting99
Provides comprehensive code analysis through three MCP servers: static analysis…
B 70 55 78 51 50 80 89
7467
AlexHerranr
MCP Spreadsheets Claim 1
Provides comprehensive control over Google Sheets to read, write, format, and m…
B 70 55 84 55 27 82 91
7468
ymeng98
Enables AI assistants to solve CAPTCHAs using OCR text recognition, object dete…
B 70 55 90 56 20 81 90
7469
AngDrew
Todoist MCP Server Claim 1
Enables interaction with Todoist through the MCP interface, providing full CRUD…
B 70 55 72 67 21 80 99
7470
noeltg77
An MCP server that enables image generation using Replicate's Flux 1.1 Pro mode…
B 70 55 69 71 24 81 94
7471
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 55 68 70 25 81 96
7472
dbono711
Enables AI-powered network automation through natural language interactions wit…
B 70 55 78 43 47 81 100
7473
Meloyg
MCP Weather Server Claim
Enables users to get current weather information for any city worldwide using t…
B 70 55 60 72 32 81 100
7474
anhkhoa289
MCP Playground Claim 1
A demonstration MCP server supporting both Stdio and SSE transports, providing …
B 70 55 72 83 47 81 55
7475
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7476
zazencodes
Public APIs MCP Claim
Enables semantic search and discovery of free public APIs from an extensive cat…
B 70 55 66 82 61 81 57
7477
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7478
genieincodebottle
rag-app-on-aws Claim
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Ge…
B 70 54 70 46 N/A 47 89 94
7479
abudriman
A lightweight MCP server that provides persistent key-value storage for AI agen…
B 70 54 66 58 N/A 29 90 99
7480
whbfxy
Enables fetching, searching, and summarizing WeChat public account articles thr…
B 70 54 72 61 N/A 33 90 84
7481
JoshuaRileyDev
simulator-mcp-server Claim 3
An MCP server to control iOS Simulators
B 70 54 65 63 N/A 21 90 100
7482
PinMeTo
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
B 70 64 92 73 0 83 90 91
7483
vrtornisiello
mcp-camara Claim 1
An MCP server that provides access to the Brazilian Chamber of Deputies open da…
B 70 55 63 57 47 83 98
7484
Rodrigo-JM
Enables advanced pattern management and synchronization for development workflo…
B 70 55 80 65 21 81 90
7485
josefdc
UniProt MCP Server Claim
Provides seamless access to UniProtKB protein database, enabling queries for pr…
B 70 55 76 82 65 81 39
7486
jagjerez-org
Enables AI-driven 3D model generation and manipulation using OpenSCAD through n…
B 70 54 66 56 N/A 33 90 98
7487
SailFish-Finance
An MCP server that provides tools for interacting with EDUCHAIN, allowing Claud…
B 70 55 75 100 48 69 48
7488
shaun888
Enables intelligent workflow automation for JD's FOP platform, supporting PRD a…
B 70 55 84 51 33 81 89
7489
manolaz
A Model Context Protocol server that enables AI models to interact with the Sol…
B 70 55 59 71 43 81 90
7490
bhaveshrmahajan
MySQL MCP Server Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 55 72 51 51 74 100
7491
developkariyer
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
B 70 54 78 56 N/A 16 95 93
7492
m-siles
An MCP server for navigating thought processes using branches, supporting thoug…
B 70 55 71 57 50 80 87
7493
ampcome-mcps
Trello MCP Server Claim
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
B 70 55 72 63 23 80 100
7494
Ansvar-Systems
polish-law-mcp Claim
Polish legislation via MCP — full-text search across statutes and provisions
B 70 55 90 33 N/A 49 82 93
7495
doronaviguy
Provides real-time information about Ethereum addresses across multiple chains …
B 70 55 80 62 23 81 92
7496
xinthink
Reader MCP Server Claim 1
A Model Context Protocol server that connects MCP-compatible clients like Claud…
B 70 55 63 51 66 80 93
7497
sleepysoong
Provides real-time stock price information from Yahoo Finance API for global ma…
B 70 55 78 100 24 81 48
7498
GeLi2001
TFT MCP Server Claim
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
B 70 55 78 67 23 81 89
7499
Iceeeeec
MCP MySQL Server Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 55 78 58 39 81 86
7500
ranveer0323
Allows Claude and other MCP clients to access real-time and historical stock ma…
B 70 55 70 63 43 81 88
Showing 7451–7500 of 47403 servers
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