MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51751
AiAgentKarl
Klarna-style product discovery for AI shopping agents. Makes product catalogs m…
51752
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
51753
zhijun
Enables AI assistants to manage SSH connections, execute commands, and transfer…
N/A N/A
51754
popstas
Enables integration with Planfix CRM and task management system, allowing lead …
51755
balajifunny
A lightweight, extensible MCP server for Splunk Enterprise that enables secure,…
51756
tijevlam
gtm-mcp Claim
Enables natural language management of Google Tag Manager accounts, containers,…
51757
bpmj-martin
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
51758
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
N/A N/A
51759
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
N/A N/A 95
51760
laoyouf
tianqi Claim
N/A N/A 95
51761 N/A N/A 95
51762
gkrauchunas-arlo
MCP server for Atlassian Confluence integration with Claude Code, enabling sear…
N/A N/A
51763
aiopinions
Provides blockchain data context from Birdeye APIs for AI models via Model Cont…
51764
CognitionAI
Enables AI assistants to interact with Metabase's analytics platform, managing …
51765
jamestelfer
Sandy Claim
Provides a sandboxed environment for AI coding agents to execute TypeScript AWS…
N/A N/A
51766
openmost
Enables AI models to interact with Matomo analytics through a complete MCP serv…
N/A N/A 95
51767
DanielTomaro13
An MCP server that exposes sports-data APIs from multiple providers (AFL, Sport…
51768
zedbs1975-maker
excel Claim
IA for excel
N/A N/A 95
51769
steveramos21
AI-DBA Claim
Universal database copilot for diagnostics, operations, and performance analysi…
51770
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
51771
sapientsai
Enables AI assistants to interact with Microsoft 365 services (users, mail, cal…
51772
mehulbhattml-ui
A minimal Python MCP server with tool endpoints and Playwright Page Object Mode…
N/A N/A
51773
SerhiiMaksymiv
Enables AI assistants to query, create, and manage Targetprocess entities like …
51774
universal-mcp
Provides a standardized interface for interacting with Jira's tools and service…
51775 N/A N/A 95
51776
willianpinho
Read-only static scanner for MCP / agent-gateway production-readiness. The `sca…
N/A N/A
51777 N/A N/A 95
51778
groovyBugify
MCP Server Claim
A region-independent backend service for AWS operations with credential validat…
51779
Geun-Oh
This server enables interaction with Amazon S3 buckets for listing and retrievi…
51780
nananek
so-dsc Claim
Enables AI assistants to remotely control Sony DSC cameras via the Camera Remot…
N/A N/A
51781
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
51782
hostman-cloud
Enables deploying applications to Hostman, creating VPCs, databases, and floati…
51783
MarcellM01
TinySearch Claim
Shrink the web for your local LLMs! Provides web research capabilities to low r…
51784
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
51785
Treevu-ai
Commerce for AI agents. 24 MCP tools. 68 retailers (38 verified), 8 countries, …
N/A N/A
51786
Trainzilla
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
51787
effinrich
Exposes Radix Primitives' parts, props, and accessibility contracts to AI codin…
N/A N/A
51788
claygeo
Local-first MCP server for agents that need to work across multiple Gmail and M…
N/A N/A
51789
sandraschi
FreeCAD MCP Claim
Enables AI agents to perform CAD operations through FreeCAD, including part con…
N/A N/A
51790
pipeworx-io
mcp-biorxiv Claim
Enables querying bioRxiv and medRxiv preprints, including metadata, publication…
51791
vuhai2002
Generates images through ChatGPT's web backend and assembles them into full-ble…
N/A N/A
51792
cbuntingde
Enterprise-grade MCP (Model Context Protocol) server for detecting secrets and …
81
51793
Prudai
Dutch case law over MCP: search & fetch uitspraken by ECLI (Rechtspraak Open Da…
N/A N/A
51794
piatra-automation
Enhanced MCP server for sending native macOS notifications with terminal-notifi…
N/A N/A
51795
whelp99-code
Automates three core workflows for Sangfor Engineer: project all-in-one (Excel …
N/A N/A
51796
adityash8
Enables management of OpenAI Ads campaigns, ad groups, ads, and insights throug…
51797
cyanheads
FCC broadband availability, coverage analysis, and digital divide data for US g…
51798
x2q
elpriser-mcp Claim
MCP server for Danish electricity prices, providing current spot price, cheapes…
51799 N/A N/A 95
51800
slb-cn
MCP server for CyberQuant data sharing platform that enables AI assistants to d…
N/A N/A
Showing 51751–51800 of 56925 servers