MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16551
hibukki
Enables LLMs to control a Minecraft bot through the Mineflayer API, allowing fo…
F 25 54 60 61 N/A 62 87 93
16552
MCPCat
mcpcat-typescript-sdk Claim 2
MCPcat is an analytics platform for MCP server owners 🐱.
F 25 54 96 43 N/A 83 90 94
16553
Xiawpohr
MCPilot Claim 1
A suite of MCP servers that allow LLMs to interact with blockchains through Met…
F 25 55 60 62 24 80 88
16554
sionic-ai
Storm MCP Server Claim 1 3
An open protocol server that implements Anthropic's Model Context Protocol to e…
F 25 55 72 67 22 76 53
16555
tanishra
Enables AI assistants to manage personal finances by storing, analyzing, and ex…
F 25 54 70 31 N/A 27 90 98
16556
sgriffin-magnoliacap
MCP server for snowflake that doesn't allow write operations under any circumst…
F 25 55 69 63 57 80 100
16557
Kevin4562
mcp-qemu-lab Claim 1 2
A Model Context Protocol server for conducting Linux binary analysis and guest …
F 25 54 45 58 N/A 30 88 90
16558
angrysky56
This server enables users to download entire websites and their assets for offl…
F 25 54 96 22 N/A 47 89 91
16559
ampcome-mcps
Outlook MCP Server Claim 1 2
Provides comprehensive integration with Microsoft Outlook for managing emails, …
F 25 55 78 74 23 82 48
16560
JanDeDobbeleer
Validate oh-my-posh configurations and segment snippets against the official sc…
F 25 66 80 72 0 76 80 100
16561
nickbaumann98
Release Notes MCP Server Claim 1 3
Generates comprehensive and formatted release notes from GitHub repositories, e…
F 25 55 90 73 17 76 93
16562
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16563
engineers-hub-ltd-in-house-project
Obsidian MCP Server Claim 2 3
Allows AI models to interact with Obsidian notes through the Local REST API, en…
F 25 54 84 75 N/A 43 87 100
16564
kontent-ai
Kontent.ai MCP Server Claim 1
Enables AI tools to manage Kontent.ai content through natural language, support…
F 25 54 70 72 80 83 85
16565
standup-coder
A smart commute assistant that monitors travel routes via the Amap API and send…
F 25 55 72 36 53 76 79
16566
appdatalayer
An app intelligence query engine that enables analysis of over 1 billion review…
F 25 55 60 0 64 81 94
16567
mfukushim
Create immersive travel experiences by instructing an avatar to navigate Google…
F 25 66 86 66 0 75 68 90
16568
Kira-Pgr
A server that provides AI-powered image generation, modification, and processin…
F 25 55 66 46 41 76 92
16569
yuru-sha
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
F 25 55 86 55 57 76 80
16570
scorecard-ai
mcp Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 66 96 65 0 85 68 93
16571
veighnsche
Enables AI agents to capture high-quality screenshots from running QEMU virtual…
F 25 54 54 38 N/A 34 89 94
16572
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 55 41 73 18 76 81
16573
ynu
MCP-YNU FastMCP Server Claim 2 3
A dynamic MCP server implementation that automatically loads tools, resources, …
F 25 55 60 25 47 77 62
16574
Azure-Samples
AI-Gateway Claim 2
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered …
F 25 54 94 41 N/A 66 88 100 JU
16575
xiaobenyang-com
12306-MCP Claim 2
12306 ticket purchase search server based on Model Context Protocol (MCP). It p…
F 25 66 72 65 0 50 74 12
16576
tianfn
MCP Translation Text Claim 1
Provides text translation capabilities using the Niutrans API, supporting 455+ …
F 25 55 48 46 47 78 76
16577
Selenium39
Weibo MCP Server Claim 1 2
A Model Context Protocol server for scraping Weibo that provides tools to searc…
F 25 55 37 62 N/A 31 78 89
16578
2bo
Qiita MCP Server Claim 1 2
A Model Context Protocol server that enables AI agents to interact with Qiita, …
F 25 66 51 70 0 65 80 92
16579
mvs5465-test
Loki MCP Server Claim 1 2
Enables AI models to query and analyze Kubernetes cluster logs through Grafana …
F 25 55 48 32 30 82 99
16580
hithereiamaliff
A Model Context Protocol server that provides access to the Keywords Everywhere…
F 25 66 85 75 0 56 76 100
16581
donghao1393
mcp-dbutils Claim 1
DButils is an all-in-one MCP service that enables your AI to do data analysis b…
F 25 55 90 33 79 80 76
16582
falahgs
An MCP server that utilizes Google's Gemini Flash 2 model to generate AI-driven…
F 25 55 63 61 20 76 90
16583
martinbowling
A local agent that monitors your system clipboard, automatically uploads copied…
F 25 54 72 58 N/A 28 92 70
16584
freestylefly
WeRead MCP Server Claim 1 2
A lightweight bridge server that connects WeChat Reading (WeRead) data with Cla…
F 25 55 72 66 49 78 99
16585
nach-dakwale
Domain Checker Claim 1
Check domain name availability via RDAP. Single lookups, bulk checks (up to 50)…
F 25 66 72 37 0 45 82 100
16586
gabrielmaialva33
MCP Filesystem Server Claim 2
A secure Model Context Protocol server that provides controlled filesystem acce…
F 25 55 94 61 53 74 93
16587
obaratch
local-context-mcp Claim 1 2
A local Model Context Protocol server designed to share contextual information …
F 25 55 74 0 41 81 86
16588
BirdInTheTree
zotero-mcp Claim 1
Read+write MCP server for Zotero with full write support — create items, manage…
F 25 55 72 0 50 80 97
16589
henghonglee
MCP Secrets Claim 2 3
A secure secrets management server that enables LLMs to execute CLI commands us…
F 25 54 90 71 N/A 30 89 92
16590
base
base-mcp Claim 1
Base Network integration for onchain tools, allowing interaction with Base Netw…
F 25 55 60 68 80 76 93
16591
ma3u
Dust MCP Server Claim 1
A Model Context Protocol (MCP) server for Dust.tt agents, designed for seamless…
F 25 54 94 72 52 89 100
16592
floatDreamWithSong
A Model Context Protocol (MCP) server that converts natural language queries in…
F 25 55 58 65 38 80 81
16593
jackmuva
ActionKit MCP Server Claim 1 2
An MCP server that connects to Claude Desktop and provides access to Slack acti…
F 25 54 51 66 N/A 28 89 60
16594
ssql2014
Provides structured access to semiconductor industry platforms to search for IP…
F 25 55 90 72 28 80 91
16595
Dradebo
DHIS2 MCP Server Claim 1 3
Enables comprehensive interaction with DHIS2 health information systems through…
F 25 55 92 65 41 78 35
16596
mikeysrecipes
Bilibili MCP Claim 1
Enables searching for Bilibili videos through a standardized MCP interface, ret…
F 25 55 72 58 29 80 77
16597
NISHU8875
HR Assistant Agent Claim 2
An MCP-powered HR management system that automates employee onboarding, leave t…
F 25 55 64 20 28 74 93
16598
epicweb-dev
A workshop repository teaching advanced Model Context Protocol features for bui…
F 25 66 84 68 0 40 78 97
16599
Bortlesboat
Bitcoin MCP Claim 1 2
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
F 25 66 90 46 0 72 70 94
16600
YiyangLi
Twilio MCP Server Claim 2 4
A Model Context Protocol server that enables Claude and other AI assistants to …
F 25 55 51 61 40 74 100
Showing 16551–16600 of 50330 servers
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