MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30711
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33051
blaideinc
recipe-mcp Claim
Generate and remix recipes using cookwith.co
N/A N/A 95
33052
zengwenliang416
A structured problem-solving MCP server that breaks down complex tasks into seq…
33053
kodegrenade
Enables AI assistants to generate fake Nigerian data including names, addresses…
N/A N/A
33054
pedrohedro
Connects Claude to Jira, allowing users to query tasks, log work, add comments,…
N/A N/A
33055
Mnymann
nordic-data Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
33056
Jctechbr
PacketMaster Claim
MCP server for network-troubleshooting PCAP analysis via tshark, enabling users…
N/A N/A
33057
memovai
MemoV Claim
Provides a memory layer for AI coding agents with Git-powered version control, …
N/A N/A
33058
perkinsandre
Real estate investment intelligence: search, comps, cash flow, off-market leads…
N/A N/A 83
33059
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
33060
Autonomad1
travel Claim
AI travel agent — book flights, hotels, activities, and events worldwide via au…
33061
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
33062
riverliu8
seo-audit Claim
Score any site or Shopify store for AEO/GEO/LLMO readiness — how likely AI sear…
33063
flomio
PassNinja Claim
Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
N/A N/A
33064
rag-poc-pj
AI agent can manage Redmine tickets and projects via MCP tools.
N/A N/A
33065
Real-Estate-OS
AI open-house assistant for agents: sign-in kiosk + automated, consent-aware fo…
33066
zyx1121
agent-store Claim
Minimal agent telemetry store with OTLP/HTTP ingestion to Postgres and MCP stre…
33067
MrRefactoring
MCP server for Atlassian Jira Data Center - search, view, and create issues
N/A N/A
33068
donleqt
Adds persistent QA state to browser automation, enabling AI agents to maintain …
N/A N/A
33069
donghyun-chae
Integrates with Amadeus Flight Offers Search API to provide flight search capab…
33070
pipeworx-io
Enables searching and querying open geospatial datasets from Tallahassee-Leon C…
33071
seejux
Enables AI assistants to interact with WhatsApp through the WAHA (WhatsApp HTTP…
81
33072
RafaelC457ro
MCP server for semantic code search and dependency graph analysis. Indexes code…
N/A N/A
33073
Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPa…
N/A N/A 81
33074
maangy
Gives Claude access to your WHOOP health data including recovery, sleep, workou…
N/A N/A
33075
DilmurodMak
Provides real-time weather information for any location using FastMCP.
33076 N/A N/A 95
33077
kamath
Provide a scaffold for building MCP servers with integrated AI and environment …
N/A N/A 95
33078
CSOAI-ORG
pci-dss-mcp Claim
pci-dss-mcp MCP server by MEOK AI Labs
N/A N/A
33079
jmagar
Gotify RMCP Claim
Rust MCP server and CLI for Gotify push notifications and message management.
N/A N/A
33080
getAlby
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
33081
Compuute
Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 …
33082
RailKill
Model Context Protocol (MCP) server to execute aider-specific code editing oper…
N/A N/A
33083
sprine
An MCP server for discovering, downloading, querying, and analyzing datasets fr…
33084
rc-ventura
An MCP server that provides 18 tools for dice rolling, luck tests, character ma…
N/A N/A
33085
aryazansev
MCP server for Yandex Delivery API, allowing AI assistants to manage deliveries…
33086
Sh1d0w
Fetches webpages with JavaScript rendering, converts HTML to clean Markdown for…
N/A N/A
33087
aidenappl
lattice-mcp Claim
MCP server for the Lattice container orchestration platform, enabling Claude Co…
33088
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A 95
33089
sukrutkrdg
MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, …
33090
inspicere
DefectDojo Claim
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
N/A N/A
33091
gavgrego
Enables natural language interaction with the seats.aero API for searching flig…
33092
StefPanchana
Multi-client MCP server for integrating SonarQube 10.6+ code quality analysis w…
33093
dex-original
Enables AI assistants to interact with OKX cryptocurrency exchange, providing t…
N/A N/A
33094
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
33095
IamLeandrooooo
An MCP server that runs on a Mac and exposes a small, sharp set of tools (shell…
33096
theunreal
codebase-mcp Claim
Enables AI agents to semantically search and navigate code repositories using n…
33097
mcpnexus-registry
Enables natural language control of self-hosted media services like Sonarr, Pro…
33098
jiangxtx
yinxiang-mcp Claim
MCP server for Evernote China (印象笔记), enabling Claude to list notebooks and not…
33099
StormXX
Provides access to Rive's animation documentation, runtime guides, editor featu…
33100
chenchihcu
DevSpace Claim
A self-hosted MCP server that gives ChatGPT a secure connection to your local m…
N/A N/A
Showing 33051–33100 of 64728 servers
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