MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62851
adubovik
Provides current time and timezone conversion using IANA timezone names, enabli…
62852
saidbazyar
Classify any AI system under the EU AI Act: risk tier + binding Articles, verba…
N/A N/A
62853
DavidOsherdiagnostica
Enables AI agents to access and query Israel's complete pharmaceutical database…
62854
leacvikas0
A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash…
N/A N/A
62855
amshamah419
A robust MCP server that bridges AI development tools with Palo Alto Cortex pla…
N/A N/A
62856
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
62857
kushknows
An MCP server that provides weather data
N/A N/A
62858
playidea-lab
pcq Claim
Agent-operable ML experiment contract (cq.yaml + JSON contracts) with a built-i…
N/A N/A
62859
xiaobenyang-com
logo-analyze Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
N/A N/A 95
62860
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
N/A N/A
62861
SystemCraftsman
Command Line Interface for the Strimzi Kafka Operator
N/A N/A
62862 N/A N/A 95
62863
caskmcp
CaskMCP Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
N/A N/A
62864
ema-security
Verifies AI agent wallets, domains and manifests before any transaction. Return…
N/A N/A 95
62865
david-choi-querypie
david-mcp6 Claim
N/A N/A 95
62866
fkesheh
Enables AI assistants like Claude to interact with Jira for project management …
62867
NoSugarCoffee
youmind-mcp Claim
Bridges YouMind content to AI assistants via MCP, enabling retrieval of craft c…
62868
FoundZiGu
A fixed MCP server that interacts with RAGFlow for dataset management and chat …
62869
iorcunyilmaz
Enables AI agents to render native-looking floating dialogs and forms on the us…
N/A N/A
62870
asiqueira1973
MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
62871
Axel-Jalonen
lego-mcp Claim
An MCP server that enables LLMs to build physically valid Lego models by enforc…
N/A N/A
62872
IMNMV
AbletonMCP Claim
Connects Claude AI to Ableton Live via the Model Context Protocol, enabling pro…
N/A N/A
62873
AgentShield Claim 1
Smart contract security for AI agents — verify, monitor, freeze, x402 payments
N/A N/A 81
62874
Ahmedaltu
Bridges Claude Code and Claude.ai by exposing project memory files over MCP for…
62875
banhongit7
A Model Context Protocol server for automated security vulnerability assessment…
N/A N/A
62876
NLACE-COM
Enables searching products, comparing prices, and building optimal shopping lis…
N/A N/A
62877
mnvkalyansambhana-tech
Provides comprehensive financial data and insights for stocks listed on BSE and…
62878
log-wade
Provides professional-grade data center engineering calculations including cool…
62879
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
62880
theelderwand
MCP server for TradeStation API enabling market data, brokerage, and order exec…
62881
g-smll
Provides MySQL database query capabilities through MCP protocol, enabling AI as…
62882
koei-kaji
zk-utils Claim
MCP server for zk note management enabling note search, creation, and link anal…
N/A N/A
62883
Lucs1590
study-mcp Claim
A simple MCP server demonstrating resources, tools, and prompts, including a gr…
62884
adithya1012
Provides access to NASA's public APIs including Astronomy Picture of the Day, M…
62885
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
62886
cargoffer
Freight marketplace MCP server for European road logistics. Search and manage f…
62887
coreviz
CoreViz MCP Claim
Exposes a visual library with semantic search, tagging, editing, and management…
N/A N/A
62888
xcodethink
WayCast Claim
Enables turning any company URL into a vertical brand film with script, voiceov…
62889
brettscharm
elm-mcp v2 Claim
A federated MCP server that combines IBM's engineering-ai-hub tools with its ow…
62890
adastra-labs
Enables tracking and monitoring of Capillus Bluetooth caps for treatment sessio…
N/A N/A
62891
memorylane-dev
The rush-gift-mcp server helps users en route to an appointment find last-minut…
62892
cammac-creator
Swiss customs (TARES), FINMA registry & NOGA/NACE/ISIC classifications. 9 MCP t…
62893
oyemecarnal
The most capable Monarch Money MCP server, merging the best features from all k…
62894
JonusNattapong
Enables two-way communication between Claude Code and clew, allowing message pa…
N/A N/A
62895
archpeng
Enables interaction with Google Merchant Center through 34 tools across 9 modul…
N/A N/A
62896
drummouse
Connects Claude to your JobNimbus account via API, enabling management of conta…
N/A N/A
62897
mrrodriguez
Optimizes token costs by intelligently delegating low-complexity tasks to local…
N/A N/A
62898
kipmcc
blast-radius Claim
Blast Radius tools for AI strategy, diligence, and market updates.
62899
YangHang0210
Interactive feedback server for AI-assisted development with Web UI and desktop…
N/A N/A
62900
ilyautov
Provides AI assistants with direct access to the Moysklad (МойСклад) JSON API f…
N/A N/A
Showing 62851–62900 of 64153 servers