MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32051
hvkshetry
Enables interaction with InvenTree inventory management system, providing tools…
32052
ceaksan
Local knowledge engine for codebases with hybrid search, knowledge graph, and i…
N/A N/A
32053
pipeworx-io
Provides access to the FBI National Stolen Art File (free, no auth) for queryin…
32054
nichsedge
KSEI MCP Claim
An unofficial MCP server for accessing KSEI (AKSes) portfolio data, including c…
N/A N/A
32055
danyial
Schedule short-form video posts to YouTube and TikTok from Claude Desktop or an…
N/A N/A
32056
ss0832
A minimal MCP server that provides a DuckDuckGo search tool with configurable r…
N/A N/A
32057
rossshannon
Enables Claude to interact with Things 3 task management, allowing natural lang…
N/A N/A
32058
AmiyaBot
Provides MCP server and CLI for querying Arknights game data, including operato…
32059
AOI-Future
secfeed Claim
Aggregates security intelligence feeds (vulnerabilities, news, threat intel) in…
32060
mattcoatsworth
A Model Context Protocol server for interacting with the Amazon Selling Partner…
32061
thehzuo
web-gui-mcp Claim
A Python MCP server that allows your agent to outsource HTML generation and ren…
N/A N/A
32062
mattiatrombella
gsheets-mcp Claim
A local MCP server that lets Claude read and write Google Sheets through the Go…
N/A N/A
32063
clarity-contrib
A comprehensive MCP server providing TailwindCSS utilities, documentation, conv…
32064
dossincargas
Enables natural language interaction with the Dossin database system, allowing …
N/A N/A
32065
verigentai
MCP server for Verigent's AI agent verification, enabling agents to verify them…
32066
Ponywen0819
Enables Claude Code CLI to interact with Obsidian by reading selections, openin…
N/A N/A
32067
M00N7682
imugi Claim
Enables AI to capture, compare, and automatically patch frontend code against r…
N/A N/A
32068
slepp
ssh-mcp Claim
An MCP server that gives AI agents SSH access to remote machines through your l…
N/A N/A
32069
sabler
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
N/A N/A
32070
0xCaptain888
ScoutAgent Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
32071
veithly
A meta-MCP server that dynamically manages and invokes any MCP server on the fl…
N/A N/A
32072
juancruzmunozalbelo
Capytail Claim
Capytail is a local MCP capability router that selects relevant skills before l…
N/A N/A
32073
Azure-Samples
Enables AI agents to browse pizza menus, place orders, and track order status v…
32074
corneyc
A production-ready Model Context Protocol server that bridges local document ma…
N/A N/A
32075
JoyGhoshs
A deliberately insecure MCP server designed as a pentest lab to demonstrate com…
N/A N/A
32076
zaferdace
Bridge Figma designs to any platform with structured specs for Unity, React, Fl…
32077
ewongz
Provides MCP servers for Claude to access fitness data from Strava and interval…
32078
dontuh3
Gives AI agents access to The Latent Lounge, an arcade, dueling hall, and philo…
32079
skunkobi
MCP server for E.Leclerc Drive that enables searching products, managing a cart…
32080
oro-intel
UK public procurement data for AI agents. Tenders, contracts, buyer and supplie…
32081
jenkinsm13
resolve-mcp Claim
Comprehensive MCP server for DaVinci Resolve with 295+ tools to control project…
N/A N/A
32082
mehtaphysical13
Enables agents to extract clean structured JSON tables from any PDF with per-ce…
32083
getobyte
An MCP server that provides persistent long-term memory for AI agents via local…
32084
meimakes
Programmatic access to Apple Reminders via SSE, enabling creation, reading, upd…
N/A N/A
32085
lamont703
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas li…
32086
wizerai1111
Analyze customer reviews: sentiment, emotion, topics, themes, digests, and draf…
32087
lijunjie469
A modular RAG service framework that exposes tools like query_knowledge_hub, li…
32088
nukkerman2000
live2d-mcp Claim
An interactive desktop companion with a Live2D model that can be controlled via…
N/A N/A
32089
teampolarity
cosmos Claim
MCP server for the cosmos exocortex from Polarity Lab. Read and write your pers…
32090
LightSpeedPlusOne
AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…
N/A N/A 83
32091
fulcrai
SKP mcp Claim
SkinKnowledgeBase provides source-backed skincare question answering and produc…
32092
Illuminati-Networks
Enables managing Illuminati Networks CDN zones, object storage, and account (in…
32093
Open-Scout
OnePager Claim
Create and publish one-pagers and boards for your organization. Upload images f…
N/A N/A 95
32094
Gigaclank
rs3005p-mcp Claim
An MCP server that lets AI agents control an RS PRO RS-3005P/RS-6005P programma…
N/A N/A
32095
yazan4m7
yazan4m7 Claim
N/A N/A 95
32096
kanthirayakota-cloud
Enables employees to check leave balance, apply for leave, and view leave histo…
N/A N/A
32097
EnviralDesign
mcp-tts Claim
Adds text-to-speech capabilities to Cursor IDE, allowing your AI assistant to s…
N/A N/A 95
32098
solomonneas
zeek-mcp Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
N/A N/A
32099
dhtim135
A lightweight MCP server for personal Microsoft Outlook/Hotmail accounts, enabl…
N/A N/A
32100
plurity-ai
plurity-mcp Claim
Unified MCP server for Plurity's Audit (GEO readiness), Toll (agent traffic & l…
Showing 32051–32100 of 66549 servers
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