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
4451
jun85664396
Pump.fun data fetch tool for Model Context Protocol
B 74 55 90 52 40 81 100
4452
btwiuse
npm-search-mcp-server Claim 1
MCP server for searching npm packages
B 74 55 75 100 N/A 46 95 39
4453
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4454
kmexnx
An MCP server that converts Excel and Apple Numbers files to PDF format, enabli…
B 74 55 69 100 N/A 51 92 47
4455
luckyfarnon
Shopify MCP Server Claim
Enables interaction with Shopify store data through GraphQL API, providing tool…
B 74 55 76 73 43 82 89
4456
zereight
Sentry Server Claim
Fetch and manage Sentry issue and event details seamlessly. Integrate with your…
B 74 55 84 75 N/A 24 81 90
4457
dmytro-ustynov
Generates professional PowerPoint presentations from Markdown with support for …
B 74 54 88 52 N/A 25 95 96
4458
mavengence
ustidnr-mcp Claim
Validate EU VAT IDs directly from your AI assistant. The only MCP server with q…
B 74 55 72 61 54 82 98
4459
anip1805-dotcom
Provides AI agents with professional coding standards, development best practic…
B 74 54 78 58 N/A 31 95 99
4460
beycom
OneTool MCP Claim
One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,Dev…
B 74 54 90 37 N/A 77 95 72
4461
ExpertVagabond
53-tool MCP server for Sui blockchain — wallets, DeFi, Move contracts, staking,…
B 74 54 94 33 N/A 67 82 91
4462
maxim-ist
MCP Bear Claim
A Python-based MCP server that provides read and write access to Bear Notes on …
B 74 55 90 91 N/A 43 95 36
4463
xunxiing
AstrBot MCP Claim 1
Provides operational control and automation tools for AstrBot developers, enabl…
B 74 55 62 82 70 81 75
4464
MikeyBeez
Provides tools for making small, targeted edits to files using stream editors l…
B 74 54 90 51 N/A 28 95 91
4465
brennancheung
MCP Rewatch Claim 1
A Model Context Protocol server that enables AI coding assistants like Claude C…
B 74 54 69 62 N/A 45 90 99
4466
Hint-Services
Enable AI assistants to seamlessly access and analyze your personal lifelog dat…
B 74 55 60 72 N/A 66 81 92
4467
fergusalveolar205
Generative-UI-MCP Claim
Enables AI models to generate interactive visuals including charts, diagrams, U…
B 74 44 62 N/A N/A 35 95 96
4468
larksuite
A toolkit that enables AI assistants to directly call Feishu/Lark API interface…
B 74 55 68 63 79 80 82
4469
doggybee
mcp-server-ccxt Claim 1
An MCP server for accessing real-time crypto market data and trading via 20+ ex…
B 74 55 63 100 70 81 52
4470
fazer-ai
Enables LLMs to interact with Obsidian vaults via the Local REST API plugin for…
B 74 54 56 68 N/A 74 87 91
4471
heffrey78
Enables comprehensive software lifecycle management with structured tracking of…
B 74 54 92 53 N/A 31 89 91
4472
StudentOfJS
Converts Figma designs into React components with TypeScript and Tailwind CSS b…
B 74 55 72 70 50 80 94
4473
darkshloser
MCP Platform Claim 1
A scalable execution platform that enables users to interact with HR, ERP, and …
B 74 55 78 66 45 82 95
4474
AngeelVallem
Pipefy MCP Server Claim
Enables LLMs to interact with the Pipefy GraphQL API to manage pipes, cards, da…
B 74 55 78 75 32 80 96
4475
eiabhiram
Monitors API endpoint health by checking availability, measuring response times…
B 74 54 80 62 N/A 21 95 100
4476
AICre8dev
AICre8 MCP Server Claim
Enables AI agents to create, modify, and deploy web projects through the AICre8…
B 74 55 76 66 53 76 97
4477
fadlee
PocketBase MCP Server Claim 1
Enables MCP-compatible applications to directly interact with PocketBase databa…
B 74 55 78 100 33 81 64
4478
vaebe
Server Time Claim
Retrieve the current time effortlessly with this server. Integrate time-fetchin…
B 74 54 62 71 N/A 60 90 84
4479
tallpizza
Dooray MCP Server Claim
Enables integration with Dooray API for comprehensive project management includ…
B 74 55 94 60 29 81 90
4480
jumodada
A professional browser automation server that enables MCP clients to perform st…
B 74 55 72 91 N/A 33 95 64
4481
Sunalamye
A Node.js MCP server that wraps the Claude Code CLI to enable parallel executio…
B 74 55 90 58 44 80 90
4482
TsFreddie
mcp-web Claim
Enables AI agents to search DuckDuckGo and fetch web content with human-assiste…
B 74 54 78 60 N/A 40 95 89
4483
pdmtt
A MCP server for agent-driven research on Brazilian law using official sources
B 74 54 61 66 N/A 60 95 88
4484
Vorota-ai
shodan-mcp Claim
Shodan MCP server for Claude, Cursor & VS Code. 20 tools for passive reconnaiss…
B 74 54 76 53 N/A 49 92 94
4485
studiomeyer-io
mcp-video Claim
A cinema-grade video production MCP server that enables automated website recor…
B 74 55 84 56 72 82 77
4486
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4487
call518
MCP-PostgreSQL-Ops Claim
🔍Professional MCP server for PostgreSQL operations & monitoring: 30+ extension-…
B 74 55 88 41 N/A 65 82 94
4488
k-chrispens
Enables exploration and organization of research ideas using a hierarchical til…
B 74 55 94 83 N/A 46 95 34
4489
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 55 90 65 27 82 93
4490
oleander
A Model Context Protocol server that allows large language models to control an…
B 74 55 71 70 49 81 97
4491
guocong-bincai
YAPI MCP PRO Claim
Enables direct interaction with YApi API management platforms from AI editors l…
B 74 54 66 68 N/A 51 89 92
4492
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4493
api7
apisix-mcp Claim
APISIX Model Context Protocol (MCP) server is used to bridge large language mod…
B 74 54 72 71 N/A 50 87 85
4494
neuledge
context Claim
Local-first documentation for AI agents. Offline, instant, private doc retrieva…
B 74 54 68 61 N/A 57 95 89
4495
awels-io
Enables conversion of PDF files to Markdown format with optional image extracti…
B 74 54 86 58 N/A 37 95 84
4496
hridaya423
conductor-tasks Claim
A task management system designed for AI development
B 74 54 64 62 N/A 55 92 97
4497
famano
MCP Server Office Claim
A server providing tools to read, write, and edit Microsoft Word (docx) files t…
B 74 54 78 57 N/A 57 89 88
4498
caiovicentino
DeBank MCP Server Claim
Enables querying DeFi data through DeBank API, including wallet balances, token…
B 74 55 78 70 43 81 90
4499
akiani
Enables access to mock Epic patient data through 15 MCP tools with two-tier acc…
B 74 54 78 72 N/A 21 95 92
4500
IntelagentStudios
A Model Context Protocol server template designed for building custom servers u…
B 74 54 75 45 N/A 53 95 100
Showing 4451–4500 of 30006 servers
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