MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41651
TheSethRose
Typefully MCP Server
N/A N/A 95
41652
lazymac2x
Cloudflare Workers MCP server: ai-provider-status
41653
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
N/A N/A 95
41654
qubitsok
mcp-server Claim
N/A N/A 95
41655
Jeanivy
Shopify MCP Claim
Read-only Shopify Admin API MCP server for business reporting, exposing tools l…
41656
floradistro
SwagManager MCP Claim 1
An MCP server for SwagManager that enables comprehensive management of inventor…
81
41657
found402
Permission Guard — validates an agent's requested action against its defined sc…
81
41658
renzomacar
12 production web scraping tools as MCP for AI agents (Claude Desktop, ChatGPT,…
N/A N/A 95
41659
woodwosj
An Odoo module that embeds an MCP server, enabling AI agents to directly access…
41660
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
81
41661
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
41662
harn1shmodi
VSGuard Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
N/A N/A 95
41663
helpvisor
A local MCP server that connects Claude Desktop to your HelpPilot tenant on pil…
41664
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
N/A N/A
41665
Trashwbin
Manage and summarize text notes efficiently using a simple MCP server. Create n…
N/A N/A 95
41666
adamruzicka
MCP server to interact with Foreman (Red Hat Satellite) instances, enabling man…
N/A N/A
41667
kscz0000
Automatically generates Chinese README documentation and mind maps for project …
N/A N/A 95
41668
bioanywhere
Enables AI assistants to interact with GitLab projects, allowing users to query…
81
41669
fran2018-ctrl
A basic MCP server for testing with echo, datetime, and calculator tools.
41670
SuReaper
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
81
41671
Hzzy2O
Generate high-quality images using AI with seamless integration into your appli…
N/A N/A 95
41672
TusharKarkera22
RepoMap Claim
Provides AI assistants with a structured, token-efficient map of a codebase's s…
N/A N/A
41673
temurkhan13
Safe-upgrade advisor for OpenClaw. Detects current version, checks the deployme…
N/A N/A
41674
yjhann33-design
Enables LLM agents to access Korean stock market data including DART disclosure…
N/A N/A
41675
AjithJS99
solana-mcp Claim
Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
N/A N/A
41676
shandut
Enables AI assistants to programmatically customize Shopify Plus checkout brand…
41677
@praveenislive
weather_mcp Claim
N/A N/A 95
41678
FedericoSRT
clickup Claim
N/A N/A 95
41679
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
41680
FVEFWFE
attiomcp Claim
N/A N/A 95
41681
swesmith-repos
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
81
41682
beomsu317
notion Claim
N/A N/A 95
41683
PaymanAI
Provides AI assistants like Claude or Cursor with access to Payman AI's documen…
N/A N/A 95
41684
MRUK31
A demonstration MCP server that simulates server management actions for Contabo…
81
41685
minghsuy
ctscout Claim
Enables named-entity attribution from Certificate Transparency logs (OV/EV only…
41686
huangmiuXyz
A TypeScript-based Model Context Protocol server that integrates with Volcengin…
81
41687
untitled-developers
An MCP server providing AI agents with full access to the Shopify Admin API via…
41688
simen
mcp-see Claim
Enables AI agents to analyze images through vision AI providers (Gemini, OpenAI…
81
41689
Maxli53
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
81
41690 N/A N/A 95
41691
stock-vibes
meeting-mcp Claim
AI scheduling assistant for agents. Timezone conversion, public holidays for 10…
41692
JihunBlue
Enables intelligent task assignment to developers using hybrid AI algorithms th…
81
41693
product-on-purpose
MCP server exposing 40 best-practice product management skills plus workflows a…
41694
VReippainen
Enables AI assistants to access and analyze your Hevy workout data, including w…
41695
TencentCloudBase
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
81
41696
lukleh
A secure MCP server providing read-only access to Argo CD instances using brows…
41697
ihiteshgupta
Enables reading, sending, searching, and managing Gmail through Claude using th…
N/A N/A
41698
axel-belfort
NFT metadata lookup API for AI agents. Get name, image URL, attributes, descrip…
81
41699
circlesac
Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
41700
rjlopezai
VERITAS Claim
Multi-model consensus verification for AI agent pipelines. 5 MCP tools: verify_…
N/A N/A 95
Showing 41651–41700 of 43459 servers
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