MCP Server Quality Scores

Independent quality analysis of 33842 public MCP servers

33842
Discovered
28878
Scored
2088
Verified
16951
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15551
kukapay
Provides real-time trending tokens from DexScreener.
F 30 55 78 60 51 76 96
15552
wanderingnature
FastMCP Claim 1 3
FastMCP is a comprehensive MCP server allowing secure and standardized data and…
F 30 55 90 45 50 76 89
15553
Shougakusei
An AI-powered FastMCP server tool that automates the process of planning tasks,…
F 30 55 60 43 21 76 89
15554
dojoengine
Sensei MCP Claim 1 3
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
F 30 55 57 33 51 80 54
15555
ryoooo
e-Gov Law MCP Server Claim 1
Enables intelligent search and retrieval of Japanese legal statutes through the…
F 30 55 54 43 51 78 88
15556
kamath
Provide a simple MCP server implementation to demonstrate integration with Sent…
F 30 54 30 62 N/A 19 89 100
15557
duaghwls
Enables LLMs to organize and manage Windows file systems with intelligent file …
F 30 54 64 28 N/A 43 90 85
15558
ziangziangziang
Mermaid MCP Server Claim 1
Enables agents to search official Mermaid diagram syntax documentation and vali…
F 30 55 78 65 32 80 94
15559
PewterZz
Pete Thinking Server Claim 1
Enable AI agents to perform sequential thinking processes with dynamic thought …
F 30 54 90 60 N/A 26 89 68
15560
therealjohn
An MCP server that enables sending Markdown-formatted notifications to Microsof…
F 30 55 63 65 20 80 91
15561
longevity-genie
opengenes-mcp Claim 1 2
MCP server for a queryable database for aging and longevity research from the O…
F 30 55 53 36 51 80 99
15562
apinetwork
piapi-mcp-server Claim 1
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
F 30 55 88 68 43 78 97
15563
hellomcp
A simple Model Context Protocol server demonstration that provides SSE streamin…
F 30 55 84 58 45 80 93
15564
AlvaroRamirezCastillo
greeting-mcp-server Claim 1 2
An MCP server greeting
F 30 54 15 63 N/A 26 94 100
15565
cateland
Todo MCP Server Claim 1
A robust Model Context Protocol server for managing todos with capabilities for…
F 30 55 72 60 47 80 74
15566
Letz-AI
Letz AI MCP Claim 1 2
A Model Context Protocol server that enables Claude to generate and upscale ima…
F 30 64 71 61 0 28 89 90
15567
nickbaumann98
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
F 30 55 84 68 19 74 97
15568
ziggythebot
namecheap Claim 1 2
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
F 30 54 90 57 N/A 48 77 95
15569
Andrew-Beniash
MCP Command Server Claim 1 2
A secure server that allows LLM applications like Claude to execute whitelisted…
F 30 54 66 51 N/A 23 90 87
15570
trailofbits
mcp-context-protector Claim 1
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
F 30 55 92 37 65 82 91
15571
nmontoro44
Enables Claude to collect and search for product feedback directly from Slack w…
F 30 55 78 56 27 82 93
15572
Family-IT-Guy
Perplexity MCP Server Claim 1 2
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
F 30 55 88 61 47 77 93
15573
Juniper
Junos MCP Server Claim 1
Enables LLM interactions with Juniper Junos network devices, allowing natural l…
F 30 55 96 68 71 76 82
15574
thomas92fr
MCP TS Toolkit Claim 1
A comprehensive MCP server providing secure tools for filesystem operations, Gi…
F 30 55 72 41 62 74 91
15575
presidio-oss
Factifai MCP Server Claim 1
Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling…
F 30 55 80 60 64 78 94
15576
zhangzhongnan928
Connects to the Coinbase Commerce API, allowing AI assistants like Claude to ge…
F 30 55 72 75 19 80 93
15577
dbankscard
Jamf Pro MCP Server Claim 1 2
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
F 30 66 100 68 0 60 80 86
15578
bmorphism
Say MCP Server Claim 1 2
Enables text-to-speech functionality on macOS using the say command, offering e…
F 30 54 86 56 N/A 37 84 100
15579
peterfei
ai-agent-team Claim 1
AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装,支持中英文命令,…
F 30 54 84 28 N/A 82 90 100
15580
ananyaakamat
Integrates with Everything Search Engine to provide lightning-fast file search …
F 30 54 100 65 N/A 42 90 91
15581
howardpen9
kimi-code-mcp Claim 1 2
MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase …
F 30 54 57 62 N/A 69 90 93
15582
willFreed1
nomik Claim 1
Nomik is an AI-native code intelligence graph. It transforms your codebase into…
F 30 64 94 68 0 40 88 95
15583
daobataotie
CAD-MCP Claim 1
CAD MCP Server
F 30 54 78 50 N/A 42 90 79
15584
irahardianto
qurio Claim 1
Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code …
F 30 54 90 33 N/A 55 92 98
15585
0Thomas1
Enables users to manage Kanban-style tasks with priorities, tags, and statuses …
F 30 55 60 52 31 76 99
15586
kevinwatt
YouTube MCP Server Claim 1 2
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
F 30 54 90 41 N/A 79 90 91
15587
suwa-sh
local-RAG-backend Claim 1
A Docker-based local RAG backend that provides advanced document search capabil…
F 30 54 94 56 N/A 45 87 91
15588
georgepok
Local LLM MCP Server Claim 1 2
Bridges local LLMs running in LM Studio with MCP clients like Claude Desktop to…
F 30 55 100 63 54 76 91
15589
rainbowgore
Stealth Launch Radar Claim 1
Spot pre-launch products before they trend. Search the web and tech sites, extr…
F 30 66 78 70 0 53 76 92
15590
DaInfernalCoder
Utilize advanced API capabilities to enhance your coding experience.
F 30 54 94 66 N/A 68 90 89
15591
JunHyungKang
T1D Manager Claim 1
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
F 30 66 78 86 93 38 80 89
15592
kdopenshaw
Zendesk MCP Server Claim 1
Enables comprehensive management of Zendesk tickets, comments, and Help Center …
F 30 55 84 68 51 76 98
15593
steveclarke
MCP Printer Server Claim 1
Enables AI assistants to print documents, manage print queues, and control prin…
F 30 54 90 58 N/A 82 90 95
15594
heeyo-life
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
F 30 54 84 66 N/A 66 87 96
15595
osins
Dev Tool MCP Claim 1 2
Provides web crawling and browser automation capabilities with support for mult…
F 30 54 96 36 N/A 24 88 94
15596
pinkpixel-dev
Blabber-MCP Claim 1 3
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
F 30 55 57 61 47 76 96
15597
hardik-id
A Model Context Protocol server for querying and analyzing Azure resources at s…
F 30 55 61 73 46 80 91
15598
alexei-led
k8s-mcp-server Claim 1
A lightweight yet robust server that empowers AI assistants to securely execute…
F 30 54 88 36 N/A 76 90 98
15599
spacecode-ai
SpaceBridge-MCP Claim 1
Bring structure and preserve context in vibe coding by automatically tracking i…
F 30 54 60 68 N/A 52 90 89
15600
BusyBee3333
Provides AI models with direct access to over 461 GoHighLevel CRM tools for man…
F 30 66 96 51 0 41 76 92
Showing 15551–15600 of 33842 servers
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