MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4351
strowk
mcp-k8s-go Claim
Kubernetes cluster operations through MCP
B 75 55 66 56 89 80 92
4352
samihalawa
An intelligent task management system that provides structured workflows for AI…
B 75 55 72 73 53 81 94
4353
gqy20
genome-mcp Claim 1
Intelligent Genomic Data Server Provides high-quality gene information queries,…
B 75 55 72 82 71 81 68
4354
tldv-public
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
B 75 55 78 75 33 81 98
4355
TheSethRose
Build a robust server to enable AI agents to interact with various tools.
B 75 54 68 68 N/A 38 95 100
4356
arjunkmrm
Mem0 MCP Server Claim
Enables AI applications to add, search, update, and delete long-term memories u…
B 75 55 60 100 48 81 78
4357
dnakov
Frida MCP Claim 1
An MCP-compliant server that enables AI systems to interact with mobile and des…
B 75 55 68 100 45 81 69
4358
aaronfeingold
A persistent memory layer for Claude Code that maintains project information, t…
B 75 54 78 58 N/A 44 95 96
4359
kilkelly
Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocur…
B 75 55 86 63 52 76 91
4360
olamide-olaniyan
Query social media data from Instagram, TikTok, Twitter/X, Threads, YouTube, Fa…
B 75 55 78 65 44 81 100
4361
amotivv
This MCP server provides email sending functionality using Protonmail's SMTP se…
B 75 55 90 61 N/A 39 81 92
4362
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
4363
imdinu
apple-mail-mcp Claim
Fast MCP server for Apple Mail — 87x faster email fetching via batch JXA and FT…
B 75 54 82 32 N/A 80 87 100
4364
bryanberger
Enables accurate WCAG color contrast checking and accessibility analysis by cal…
B 75 55 86 75 21 81 97
4365
ArchimedesCrypto
A Model Context Protocol server for interacting with the Figma API that handles…
B 75 55 77 71 43 81 95
4366
danielenricocahall
Lorcana MCP Claim 1
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
B 75 44 53 N/A N/A 55 95 96
4367
jim-coyne
Enables management and configuration of Cisco ACI (Application Centric Infrastr…
B 75 55 90 65 24 81 100
4368
riotofgeese
Gemini MCP Server Claim
Provides access to Google's Gemini API for multi-turn conversations and image g…
B 74 55 84 72 25 81 92
4369
udhaykumarbala
AI image generation and editing with Google Gemini. Structured JSON editing.
B 74 44 62 N/A N/A 52 83 97
4370
mikhae1
kubeview Claim 1
Read-only Model Context Protocol MCP server enabling code-driven AI analysis of…
B 74 54 96 28 N/A 59 95 90
4371
Code-Hex
A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, se…
B 74 55 100 57 28 82 89
4372
nsxdavid
Connect your AI models to your favorite SurrealDB database, and let the LLMs do…
B 74 55 78 63 55 76 94
4373
maxkulish
GitLab MCP Server Claim 1
Enables project management and repository operations on GitLab through the GitL…
B 74 55 80 68 40 78 94
4374
ampcome-mcps
Enables task and project management in Todoist through natural language, suppor…
B 74 55 72 67 52 80 96
4375
dbmcco
Obsidian MCP Server Claim 1
Enables natural language interaction with Obsidian vaults, supporting intellige…
B 74 54 96 53 N/A 25 89 92
4376
rajbos
This server integrates with GitHub Advanced Security to load security alerts an…
B 74 55 80 61 41 82 100
4377
agentailor
MCP Server for SlimContext - AI chat history compression tools
B 74 54 57 75 N/A 49 95 91
4378
guifelix
A server implementation that enables LLMs to programmatically manage tasks in T…
B 74 55 76 82 46 81 76
4379
kzmshx
Frontmatter MCP Claim
Enables querying and updating Markdown frontmatter metadata using DuckDB SQL, w…
B 74 54 76 31 N/A 76 95 97
4380
utain
kroki-mcp Claim
Kroki-MCP is a Go-based Model Context Protocol tool that converts textual diagr…
B 74 54 72 43 N/A 68 90 99
4381
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4382
ampcome-mcps
Chargebee MCP Server Claim 1
A server that integrates with AI-powered code editors to provide immediate answ…
B 74 55 54 100 N/A 26 95 85
4383
piersdd
A token-efficient MCP server for managing Cloudflare DNS zones and records with…
B 74 55 66 75 53 83 90
4384
bingal
Webshot MCP Claim
Enables taking screenshots of web pages with support for multiple devices (desk…
B 74 55 90 100 N/A 46 95 20
4385
api7
apisix-mcp Claim
B 74 54 72 71 N/A 50 87 85
4386
tatn
An MCP server for fetching and transforming web content into various formats.
B 74 54 63 67 N/A 40 95 100
4387
ChitSingh
Enables AI assistants to intelligently schedule meetings by checking Microsoft …
B 74 55 84 75 23 81 95
4388
kbhuw
MCP Template Claim
A template for building Model Context Protocol servers that allow AI assistants…
B 74 55 78 65 47 81 92
4389
wilson-romero
Integrates with Google Tasks to enable searching, listing, creating, and managi…
B 74 55 78 66 44 80 98
4390
bruno-portfolio
agrobr-mcp Claim
Brazilian agricultural data for LLMs — prices, crop estimates, climate, defores…
B 74 54 76 43 69 95 91
4391
Johnxjp
A Model Context Profile server that enables Claude to interact with Todoist, al…
B 74 55 62 82 41 82 98
4392
KatoMato65
Time-MCP Claim 1
Checks and returns the itme
B 74 54 72 52 N/A 45 95 100
4393
Jacob-Stokes
jhabit-mcp Claim
A standalone MCP server for managing habits and quit trackers through a jhabit …
B 74 54 72 66 N/A 35 92 99
4394
X3r0K
A WebSocket server that provides MCP interface for searching and retrieving inf…
B 74 55 94 63 16 80 100
4395
JoodasCode
SlopWatch MCP Server Claim 1
An AI accountability system that tracks what AI systems claim they will impleme…
B 74 55 84 100 N/A 28 95 41
4396
yhyyz
Enables comprehensive analysis of Apache Spark event logs from S3, HTTP, or loc…
B 74 55 80 60 52 80 96
4397
wuhuangjia
Enables natural language interaction with Azure DevOps to manage work items, pr…
B 74 55 90 68 24 81 93
4398
dmytro-ustynov
Generates professional PowerPoint presentations from Markdown with support for …
B 74 54 88 52 N/A 25 95 96
4399
gigamori
An MCP server that executes SQL via ConnectorX and streams the result to a CSV …
B 74 55 79 68 47 81 86
4400
AnEntrypoint
Playread Claim
Enables Google search automation and web content extraction using Playwright. P…
B 74 55 94 60 24 81 98
Showing 4351–4400 of 67197 servers
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