MCP Server Quality Scores

Independent quality analysis of 33745 public MCP servers

33745
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33601
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
N/A N/A 95
33602
Asim971
mcpserber Claim
N/A N/A 95
33603
ninjaone Claim 2
MCP server for NinjaONE RMM with device management, monitoring, and automation
N/A N/A 81
33604
floradistro
Enables AI models to interact with WordPress sites through standardized MCP int…
81
33605
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
33606
fleagne
An MCP server implementation that integrates with Backlog API, enabling project…
81
33607
getglad
Enables AI assistants like Claude to read, search, create, and manage notes in …
N/A N/A 95
33608
pratik
test-mcp Claim
N/A N/A 95
33609 N/A N/A 95
33610 N/A N/A 95
33611
tsurutan
Enables AI assistants to access and manage accounting data through the freee ac…
81
33612
jobswithgpt
jobswithgpt Claim
jobswithgpt
81
33613 N/A N/A 95
33614
proflulab
Enables conversion between multiple document formats including Markdown, HTML, …
N/A N/A 95
33615
n8n
server Claim
N/A N/A 95
33616
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
33617
RonsDad
Enable AI-powered web browser automation with natural language commands. Contro…
N/A N/A 95
33618
dinosaur24
nodehero Claim
AI workflow error analysis for n8n, Make, Zapier, and 10+ platforms.
N/A N/A 95
33619
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
33620
sayand
growwmcp Claim
N/A N/A 95
33621
mcp-sse-demo-02 Claim 1
Spring Boot MCP 服务器(示例占位描述),通过 GHCR 以 OCI 镜像发布至 MCP Registry。
N/A N/A 72
33622
MCP-Mirror
Enables seamless interaction with Azure DevOps for managing Git repositories, b…
81
33623
underground-district
A curated selections of tools and writing from the Underground Cultural Distric…
81
33624
gepappas98
mcprice Claim
finance crypto
81
33625
sincetoday
Extract product mentions, sponsors, and trends from podcast transcripts. Return…
81
33626
clpi
down-mcp Claim
N/A N/A 95
33627
cryptorefills
gift-cards Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
81
33628 81
33629
ArkTechNWA
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
81
33630
sakthivelchan89
Open-source AI governance toolkit. MCP servers & CLIs for scanning, auditing, a…
N/A N/A 95
33631
zzp203268
lark Claim
N/A N/A 95
33632
ZephyrDeng
A Model Context Protocol server that enables AI assistants to interact with Git…
81
33633
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
81
33634
csanad-bc
testmcp Claim
N/A N/A 95
33635
nozh74
mp Claim
N/A N/A 95
33636
googleworkspace
Provide AI assistants with up-to-date access to Google Workspace APIs and servi…
N/A N/A 95
33637
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
33638
fabrecamimarlik
mimari-ai Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
81
33639
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
33640
vitaliiserbynassisterr
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
N/A N/A 67
33641
pawanpanpan
serv Claim
N/A N/A 95
33642
PreistlyPython
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
N/A N/A 95
33643
indoor
everguide Claim 1
MCP server for accessible indoor navigation and building management. Query buil…
81
33644
kubouchiyuya
A multi-provider voice notification MCP server that enables Claude Code to prov…
N/A N/A 95
33645
vmanoilov
secu Claim
N/A N/A 95
33646
stevemilton
Discover MCP servers + tools, auto-install into any client, pay for x402 endpoi…
N/A N/A 83
33647
butterbase
Butterbase Claim
Full-stack backend platform MCP — provision apps, manage databases, deploy func…
81
33648
mtjandra
An MCP server for weather information.
N/A N/A 95
33649
deepwired
mcp-jira-scoped Claim 1
Jira MCP server with scoped API tokens via api.atlassian.com gateway
N/A N/A 83
33650
Vaibahv1306Rapid
Provide a scaffolded environment to develop and run MCP servers with ease. Enab…
N/A N/A 95
Showing 33601–33650 of 33745 servers