MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52651
iflow-mcp
This MCP server simplifies interaction with the ConnectWise Manage API through …
52652
kayoMichael
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
N/A N/A
52653
blokpardi
A deployable server on Cloudflare Workers that provides Model Context Protocol …
N/A N/A 95
52654
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
52655
fogside
wolt-mcp Claim
A thin MCP server that exposes Wolt's public consumer endpoints to AI agents, e…
52656
Motaboy96
Manage calendars and events in your Google account from your workspace. List, s…
N/A N/A 95
52657
rahulnayanegali
MCP server that guides an AI agent through stack trace triage, from raw error t…
N/A N/A
52658
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
52659
Kcrong
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
52660
AaronMurillo01
Enables safe GitHub automation by queuing write operations for admin approval b…
N/A N/A
52661
hrushikeshkothem
Enables natural language filesystem operations (create, list, delete directorie…
N/A N/A
52662
cloin
Enables AI assistants to interact with SemaphoreUI for managing and running Ans…
52663
daniel3303
Equibles Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
52664
salviz
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
N/A N/A
52665
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
N/A N/A
52666
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
52667
tggo
Enables AI assistants to access TemplUI components for building Go applications…
52668
aiplatforms-ru
ssh-chat-mcp Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
N/A N/A
52669
Perufitlife
MCP server for Appwrite security audits that scans permissions and provides str…
52670
markrz-0
Enables AI tools to access student profiles, course lists, grades, page content…
N/A N/A
52671
mnemopay
Mnemopaysdk Claim
N/A N/A 95
52672
htooayelwinict
A lightweight MCP server that enables AI coding assistants to interact with Ope…
52673
KEY60228
Enables MCP clients to access and read mdbook documentation, including structur…
N/A N/A
52674
microsoft
windows_mcp Claim
N/A N/A 95
52675
snjyor
Provide real-time cryptocurrency market data from Binance directly to AI agents…
N/A N/A 95
52676
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
52677
cyanheads
Search, compare, and analyze U.S. college data — costs, earnings, programs, and…
N/A N/A
52678
bossdong955
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
52679
uyuni-project
Bridges LLMs with Uyuni infrastructure management, enabling natural language sy…
52680
tanayshah11
AI-powered travel search exposing flights, hotels, and weather as MCP tools, wi…
N/A N/A
52681
FreeGuy-AI
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
N/A N/A
52682
monirul8888
A beginner-friendly repository for learning the Model Context Protocol (MCP) us…
N/A N/A
52683
DaniAkash
mac-mcp Claim
A read-only MCP server that exposes data from native macOS apps (Mail, Notes, C…
N/A N/A
52684
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
52685
jsk6387
Automates AWS EBS volume initialization via AWS Systems Manager, supporting mul…
52686
oaslananka
kicad-studio Claim
VS Code extension that turns KiCad projects into an interactive workspace with …
N/A N/A
52687
mso-docs
An AI-powered documentation navigator that enables intelligent search, summariz…
N/A N/A
52688
stormdotcom
users-mcp Claim
A user management MCP server that enables CRUD operations on users stored in a …
N/A N/A
52689
BrianDeacon
cosmosdb-mcp Claim
MCP server for Azure Cosmos DB enabling listing accounts, databases, containers…
52690
sahilyadav902
An MCP server for Gmail that allows AI assistants to read, search, compose draf…
N/A N/A
52691
sugarbug
Sugarbug Claim
Workflow intelligence that connects your fragmented tools -- Linear, GitHub, Fi…
N/A N/A 95
52692
Vangardo
MCP Hub Claim
MCP Hub is a self-hosted AI operations platform that provides a unified MCP gat…
52693
KK9457
czxs5 Claim
N/A N/A 95
52694
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
52695
mafzal786
A quickstart template to build and deploy a remote MCP server on Azure Function…
52696
Thangterter-Pipo
Enables AI agents to manage a Facebook Fanpage via the official Graph API, supp…
52697
Streamize-llc
htmlbook Claim
Publish AI-generated HTML & Markdown to a hosted, shareable URL via MCP.
52698
AiAgentKarl
Analyzes tasks to recommend the minimal set of MCP servers needed, reducing con…
N/A N/A
52699
ericwarthan
Plex-MCP Claim
Enables full management of a Plex Media Server via Claude, including browsing l…
N/A N/A
52700
cognis-digital
Toolguard Claim
Runtime allowlist and policy for agent tool-calls, enabling security scanning (…
N/A N/A
Showing 52651–52700 of 54421 servers