MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 4 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4301
tokenizin-agency
MCP NPX Fetch Claim 2
A powerful MCP server for fetching and transforming web content into various fo…
B 75 54 84 52 N/A 45 90 100
4302
Qvakk
Enables AI assistants to search and retrieve information about Terraform provid…
B 75 55 72 82 39 81 95
4303
deslicer
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
B 75 55 86 27 89 81 98
4304
raditotev
AgentTrust Claim 2
MCP Server for Agent Reputation & Trust Scoring
B 75 66 81 75 94 44 53 93
4305
danbugs
Enables Claude to manage Google Drive files and folders through natural languag…
B 75 55 94 65 19 81 100
4306
Rz017
Tavily MCP Server Claim 1
Enable real-time web search and intelligent data extraction within your AI assi…
B 75 55 84 70 N/A 42 80 90
4307
ljy9303
MapleStory MCP Server Claim 1
Provides structured access to Nexon's MapleStory Open API, allowing users to qu…
B 75 55 80 71 28 83 100
4308
gianlucamazza
Provides web search functionality via DuckDuckGo for Claude Code and MCP-compat…
B 75 55 82 100 47 83 49
4309
priyankark
lighthouse-mcp Claim 2
MCP server for Google Lighthouse performance metrics
B 75 55 75 100 N/A 60 90 39
4310
lennyzeltser
Turns any static website into an MCP-searchable knowledge base by deploying a C…
B 75 55 76 63 54 81 99
4311
Augmented-Nature
A comprehensive Model Context Protocol server for accessing Gene Ontology (GO) …
B 75 55 94 61 32 83 94
4312
milos-product-maker
Gives AI agents self-awareness about their cognitive state. Monitors token util…
B 75 54 66 61 N/A 56 92 98
4313
EmreKb
Enables AI assistants to perform real-time domain name availability checks and …
B 75 55 96 65 21 81 94
4314
waldzellai
Provides access to 27+ structured problem-solving frameworks and game-theoretic…
B 75 55 90 56 41 81 99
4315
phuc-nt
mcp-atlassian-server Claim 1
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
B 75 54 79 37 N/A 71 95 96
4316
bart6114
Allows to read notes and tags for the Bear Note taking app, through a direct in…
B 75 54 84 53 N/A 48 92 92
4317
manbodyslam
Postiz Media Manager Claim 1
Manages and cleans up unused media in Postiz by identifying orphaned files not …
B 75 55 84 67 50 76 94
4318
jasonjmcghee
claude-debugs-for-you Claim 1
An MCP Server and VS Code Extension which enables (language agnostic) automatic…
B 75 54 75 58 N/A 81 84 82
4319
sailaoda
A concurrent browser MCP server that supports multiple parallel browser instanc…
B 75 55 90 100 N/A 30 95 41
4320
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
4321
baixianger
camoufox-mcp Claim
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
B 75 55 78 82 N/A 33 95 76
4322
dagba
An MCP server that provides comprehensive tools for managing iOS simulators, in…
B 75 54 69 62 N/A 50 92 99
4323
tao12345666333
Civo MCP Server Claim 1
An MCP server implementation that integrates with the Civo cloud platform API, …
B 75 55 69 61 73 81 95
4324
lunchflow
Enables AI assistants to access financial data from 20,000+ banks across 40+ co…
B 75 55 74 73 39 81 100
4325
hyypeman
chilipiper-mcp Claim
Enables lead routing, booking link generation, and scheduling management throug…
B 75 55 76 67 53 81 93
4326
jar285
MCP-Discord Claim
A Discord MCP server that enables AI assistants to interact with Discord platfo…
B 75 55 78 71 45 81 91
4327
kylekanouse
A comprehensive TypeScript boilerplate MCP server featuring domain-driven desig…
B 75 54 72 61 N/A 41 95 100
4328
ergrato-dev
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
B 75 54 72 63 N/A 40 95 100
4329
dwain-barnes
Provides access to UK Environment Agency's real-time flood monitoring data, ena…
B 75 55 94 57 41 83 90
4330
yigitkonur
example-mcp-server-sse
B 75 55 78 71 40 81 97
4331
JDJR2024
A document conversion server that transforms various file formats (PDFs, docume…
B 75 55 90 57 43 78 100
4332
jjdunlop
SiYuan MCP Server Claim 1
A Model Context Protocol server that enables AI assistants like Claude and Curs…
B 75 55 63 71 62 80 98
4333
ibrahimsaleem
PentestThinkingMCP Claim
Enables automated penetration testing workflow planning using Beam Search and M…
B 75 55 94 57 43 82 88
4334
andypost
Trello MCP Server Claim 1
Enables interaction with Trello boards, lists, and cards through Model Context …
B 75 55 90 71 17 81 100
4335
my-mcp-hub
mcp-kit Claim
A CLI tool to create MCP (Model Context Protocol) applications with ease.
B 75 54 88 50 N/A 76 91 67 HA
4336
kazuph
A Model-Context Protocol Server for YouTube in Jp
B 75 54 68 60 N/A 69 92 89
4337
ShunsukeHayashi
Enables comprehensive management of TyranoStudio visual novel projects includin…
B 75 54 88 47 N/A 51 95 90
4338
maoruibin
MCP-Server-Inbox Claim 1
MCP server that integrates with inBox note-taking API, allowing users to create…
B 75 55 80 65 40 80 100
4339
splinesreticulating
Icecast MCP Server Claim
Analyzes and optimizes Icecast streaming server configurations with automated s…
B 75 55 78 58 62 81 94
4340
sanjanaspanda
Enables AI assistants to perform comprehensive GitHub pull request code reviews…
B 75 55 82 72 42 78 93
4341
jasperket
Clanki Claim 2
An MCP server that enables AI assistants like Claude to interact with Anki flas…
B 75 55 79 100 N/A 47 95 38
4342
leependu
Enables AI assistants to automatically identify which machine they're working w…
B 75 54 78 52 N/A 44 94 100
4343
StevenFengLi
Tavily MCP Server Claim
Enable real-time web search and intelligent data extraction within your AI assi…
B 75 55 84 70 N/A 42 81 90
4344
moneyflowz367
Enables users to manage affiliate marketing directly within Claude by connectin…
B 75 55 76 71 35 83 100
4345
ernestgwilsonii
Provides AI assistants with the ability to lint, validate, and auto-fix Markdow…
B 75 55 78 60 52 81 100
4346
bolnet
memwright Claim 1
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
B 75 54 90 58 N/A 72 60 95
4347
amotivv
This MCP server provides email sending functionality using Protonmail's SMTP se…
B 75 55 90 61 N/A 39 81 92
4348
moonlitknight
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 75 55 80 58 45 84 100
4349
DatSciX-CEO
MCP server that enables intelligent analysis of legal spend data across multipl…
B 75 55 78 66 55 81 92
4350
ayoubzeroual
Enables web search functionality through Perplexity AI's API with time-based fi…
B 75 55 78 65 43 81 100
Showing 4301–4350 of 30006 servers
« Prev 1 85 86 87 88 89 601 Next »