MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65601
aathavale25-web
Cloud-powered analytics server for Baby Sensory World that tracks engagement pa…
N/A N/A
65602
andrezani
Outpost Claim
Social media API and MCP server for AI agents that enables publishing to X, Ins…
65603
pengc0066-star
slurm_MCP Claim
Enables interaction with Slurm HPC clusters via SSH, allowing job submission, m…
65604
glachana
Exposes structured Microsoft Dynamics 365 Business Central source code (version…
N/A N/A
65605
getmasv
masv Claim
Provides tools to use MASV API. MASV is reliable and secure large file transfer…
N/A N/A
65606
schwarztim
Enables AI assistants to perform domain reconnaissance using theHarvester OSINT…
65607
AxolotDevelopment
Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
N/A N/A
65608
pipeworx-io
Enables querying the abuse.ch MalwareBazaar database for malware samples by tag…
65609
nds12345-ko
sgis-mcp Claim
Enables users to query Korean demographic statistics (population, households, h…
65610
marccyberleda
Connects Claude to Open WebUI, enabling chat management, RAG knowledge bases, f…
65611
arcticgreyy
Enables Claude to access and analyze your paid media campaign data, team struct…
N/A N/A
65612
Posuceius
Connects AI assistants like Claude and Gemini to Roblox Studio, enabling game s…
N/A N/A
65613
jihoho12
Automatically organizes and merges learned CS knowledge into a graph structure …
N/A N/A
65614
googlarz
Complete Vinted MCP and CLI Server
65615
Pupatko
soonar-mcp Claim
Enables searching, viewing, and managing Slovak business leads (companies) via …
65616
dwsmorg
Enables safe changelog management for AI assistants with append-only entries, a…
N/A N/A
65617
randomchips
random-agent Claim
Enables multi-worker autonomous agent orchestration: decompose complex tasks, r…
N/A N/A
65618
krishsharma1008
Healix Claim
End-to-end AI test generation and QA automation server that orchestrates auto-d…
N/A N/A
65619
Rajivkumar995599
A robust communication protocol that facilitates seamless messaging between AI …
N/A N/A 95
65620
mzxsuperman
Provides 14 financial market price data tools, including Polymarket events, Yah…
65621
protomated
LegalContext Claim
Enables secure access to legal documents from Clio via Claude Desktop, with loc…
N/A N/A
65622
DekryptLabs
DLBrowser Claim
Self-healing web access for AI agents — recovers through bot blocks, captchas a…
N/A N/A
65623
bricefpv-lab
AnythingMCP Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
65624
fastmcp-me
APIWeaver Claim
Dynamically creates MCP servers from web API configurations, enabling AI assist…
65625
gn00356339-cmyk
Enables AI agents to perform renovation tasks such as calculating tile quantiti…
65626
igorsafonov-gif
Enables shopping at Mercadona online grocery store via Claude, allowing catalog…
N/A N/A
65627
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
65628
chirpwireless
Check, add and control the smart home sensors and automations in your own Chirp…
65629
jacobtony
Creates calendar events for FIFA World Cup matches and emails reminders to the …
N/A N/A
65630
thesimonharms
code-shot Claim
Renders source code as beautiful SVG or PNG images with syntax highlighting, li…
N/A N/A
65631
Smirnov-Labs
hypr-cua-mcp Claim
Hyprland/Wayland computer-use MCP: grim screenshots + uinput click/type + hyprc…
N/A N/A
65632
kirtiraj22
Provides comprehensive analytics and insights for Solana wallets and their DeFi…
65633
Lyonsupernova
mcp-x Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
65634
xuancanhit99
mcp-keycloak Claim
A Model Context Protocol (MCP) server that provides a natural language interfac…
N/A N/A
65635
affix
MCP server for GNOME Evolution that enables calendar and email operations such …
N/A N/A
65636
mericcintosun
avalanche Claim
Act on Avalanche from your agent: scaffold a dapp, deploy a contract, mint, and…
N/A N/A
65637
Primeta-AI
Integrates Namecheap's domain API with Cursor AI to check domain availability, …
N/A N/A
65638
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
65639
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
65640
yilmazali325
mcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
65641
SMB-Team-Technology
A minimal MCP server that crawls web pages using crawl4ai and returns content a…
65642
dcarrascosa
ms-todo-mcp Claim
An MCP server to read and manage your Microsoft To Do tasks through the Microso…
65643
j0hanz
Gemini-powered MCP server for code analysis.
N/A N/A 95
65644
Codinglone
A unified context layer that connects your local data — repositories, documents…
N/A N/A
65645
nickknissen
MCP server that enables LLMs to interact with Monta's EV charging platform for …
65646
junter1989k-ai
Slovakia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
65647
atenkai
Fashion Claim
Create professional-quality fashion product photography, on-model shots, and ed…
81
65648
BumpyClock
An MCP server that provides file and directory tools for LLMs, including projec…
N/A N/A
65649
sikuai2333
vibe-guard Claim
MCP server that provides project guardrails including prior art research, proje…
N/A N/A
65650
temurkhan13
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
N/A N/A
Showing 65601–65650 of 66394 servers