MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4601
hyun-hyang
playwright-mcp Claim 2
B 74 55 62 100 N/A 52 95 54
4602
cyqlelabs
A Model Context Protocol server that empowers AI agents with metacognitive moni…
B 74 55 69 67 65 81 90
4603
gabriel20vieira
Provides comprehensive access to Portuguese weather data from IPMA, including f…
B 74 55 60 82 44 81 100
4604
Handwriting-OCR
Handwriting OCR Claim 2
Integrate your applications with the Handwriting OCR service to effortlessly up…
B 74 54 90 61 N/A 21 90 95
4605
ajmastra
Connects Claude to Todoist to intelligently parse meeting notes into actionable…
B 74 55 60 72 67 82 94
4606
timolein74
mcp-server Claim
EUR settlement for AI agents via x402 protocol. Market data, AI tools, crypto a…
B 74 55 72 56 66 80 99
4607
URDJMK
SerpApi MCP Server Claim
Integrates with SerpAPI and YouTube to provide comprehensive search capabilitie…
B 74 55 78 75 43 81 86
4608
Benniu
emqx-mcp-server Claim
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
B 74 55 84 46 66 81 95
4609
entanglr
Enables LLMs to interact with MediaWiki installations as a bot user, supporting…
B 74 55 66 82 58 81 82
4610
workbackai
🐞 MCP Node.js debugger
B 74 54 68 60 N/A 52 89 98
4611
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4612
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4613
Prince77-7
Quran MCP Server Claim 1
Provides AI assistants with comprehensive access to Islamic resources including…
B 74 55 72 100 35 81 67
4614
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
4615
twolven
CodeSavant Claim
Provides code manipulation, execution, and version control capabilities. It all…
B 74 54 80 60 N/A 36 84 100
4616
allenporter
Expose all Home Assistant voice intents through a Model Context Protocol Server…
B 74 54 80 40 N/A 68 92 91
4617
bifrost-mcp
Connects AI agents to the Rippling HR/IT/Finance platform to query employees, m…
B 74 55 66 72 50 80 97
4618
iggredible
vim-mcp Claim
Connect Claude Code to Vim/Neovim - query state, execute commands, search help,…
B 74 54 78 67 N/A 28 90 97
4619
ForceInjection
Enables intelligent Markdown document analysis including extracting table of co…
B 74 54 86 50 N/A 42 95 87
4620
chadkunsman
NetBox MCP Server Claim
A read-only FastMCP server that enables AI assistants to query and retrieve net…
B 74 55 88 58 47 81 89
4621
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4622
dend
guildbridge Claim
🏰 Remotely hosted MCP server for Discord
B 74 55 62 73 N/A 54 80 100
4623
viktorkelemen
A composition-focused server built on music21 for generative music workflows, e…
B 74 55 92 70 25 81 88
4624
flesler
mcp-tasks Claim 1
A comprehensive and efficient MCP server for task management with multi-format …
B 74 55 76 82 N/A 52 81 71
4625
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4626
gawakawa
Pursuit MCP Claim
Enables searching PureScript documentation through the Pursuit search engine. S…
B 74 55 70 82 37 81 91
4627
BartoseLudwiczuk
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
B 74 55 78 58 48 81 100
4628
mshaaban0
A TypeScript-based MCP server that interacts with Contentful's Delivery API, en…
B 74 55 86 55 47 82 96
4629
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4630
russwyte
Slabby Claim 1
An MCP server that enables AI agents to read, search, update, and list document…
B 74 55 75 52 60 82 99
4631
raz-labs
Enables AI assistants to request user input through interactive popups in VS Co…
B 74 54 72 66 N/A 40 95 91
4632
GatienBoquet
Jules MCP Server Claim
Connects AI coding assistants to the Jules API for autonomous coding sessions. …
B 74 55 80 73 25 81 99
4633
CartographAI
atlas-docs Claim
Provide LLMs hosted, clean markdown documentation of libraries and frameworks
B 74 55 78 58 46 83 100
4634
guangxiangdebizi
URL2QR MCP Server Claim
Converts URLs into scannable QR codes with customizable options like error corr…
B 74 55 96 43 44 81 100
4635
zeeweebee
A Minecraft bot that allows Claude and other LLMs to control a Minecraft charac…
B 74 54 68 62 N/A 44 90 100
4636
jayasimhag1reddy
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
B 74 54 90 52 N/A 27 95 95
4637
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
4638
iskifogl
Slack MCP Server Claim 1
Integrates AI assistants with Slack workspaces using OAuth 2.0 authenticated us…
B 74 55 90 66 24 80 95
4639
VictoriaMetrics
mcp-victorialogs Claim 2
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
B 74 54 56 88 N/A 58 83 86
4640
lars-hagen
Enable interaction with Slack workspaces as a user.
B 74 55 78 66 N/A 39 82 95
4641
gvbigdata
Task MCP Server Claim 1
A simple task management server that enables users to add, list, complete, and …
B 74 55 78 100 N/A 21 95 55
4642
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 55 80 61 47 81 95
4643
aliKatlabi
Provides secure filesystem operations, HTTP fetching with SSRF protection, JSON…
B 74 55 72 75 39 81 98
4644
inteligencianegociosmmx
Vega-Lite MCP Server Claim 1
Provides AI assistants with access to Vega-Lite documentation, visualization ex…
B 74 55 94 91 45 81 42
4645
Darkstar326
Enables LLMs to interact with Feishu Base (Lark) databases by providing compreh…
B 74 55 90 68 27 81 91
4646
dwisiswant0
Delve MCP Claim 1
A TypeScript-based MCP server providing a complete interface to the Delve debug…
B 74 55 86 53 59 76 95
4647
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
4648
lordbasilaiassistant-sudo
Stripe analytics — revenue, customers, subscriptions, refunds, churn from Claud…
B 74 54 90 61 N/A 32 75 100
4649
geored
Lumino Claim
About AI/ML-powered diagnostic engine for SRE Observability on Konflux and Open…
B 74 54 88 31 N/A 58 90 100
4650
john-zhang-dev
Xero MCP Server Claim 1
An MCP server allowing Clients to interact with Xero Accounting Software
B 74 54 63 52 N/A 72 90 96
Showing 4601–4650 of 67197 servers
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