MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50751
seeker-wen
A powerful and flexible package designed to simplify HTTP/HTTPS requests by aut…
50752
ross-jill-ws
Deployable MCP server with Google OAuth for remote connections, enabling authen…
N/A N/A
50753
RJTechRamjee
Enables AI-driven analysis of SAP transport requests, including metadata retrie…
50754
mochammad123
Enables Cursor (MCP client) to interact with an active Figma document through a…
N/A N/A
50755
samayyy
Provides synthetic catalog search, metadata retrieval, similar titles, trending…
50756
shubhvisputek
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
50757
rafaellopes
MCP server exposing 95 categories of independent work, freelance, gig and side-…
50758
aixsignal
smithly-aix Claim
N/A N/A 95
50759
marvinmishka-rgb
nicktools Claim
A knowledge graph MCP server for research with source provenance, featuring 55 …
N/A N/A
50760
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
N/A N/A
50761
serebano
Capture, inspect & debug HTTPS traffic across iOS, Android, browsers & backends…
50762
hady2010
openwrt-mcp Claim
Allows you to interact with an OpenWrt router via SSH, enabling command executi…
N/A N/A
50763
Vivekpatil200320
cyberrescue Claim
A locally-hosted MCP (Model Context Protocol) server that gives Claude real too…
N/A N/A
50764
raviraj-ntp
MongoDB MCP Claim
Feature-rich MCP server for MongoDB with multi-connection support, enabling use…
N/A N/A
50765
mhnavid
Enables AI-powered research by breaking a topic into subtopics, gathering infor…
N/A N/A
50766
pascalhubacher
Enables AI assistants to manage Jira Cloud projects, issues, sprints, and more …
N/A N/A
50767
yauhen-l
Text2Event Claim
Extracts calendar events from natural-language text, with .ics and calendar lin…
50768
wenyuanw
Enables sending messages to Telegram channels via MCP protocol, integrating wit…
50769
MetaLift-AI
metalift Claim
Metalift MCP for AI agents: web search (2 credits), scrape, crawl, and map tools
N/A N/A
50770
RahulShitole28
Connect your AI assistant to Habitize's emotional wellness platform to analyze …
N/A N/A 95
50771
antics-gg
antics-mcp Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
N/A N/A 95
50772
leandrocg
Provides comprehensive access to Google Search Console data with enhanced analy…
N/A N/A 95
50773
henrikkvamme
folio-mcp Claim
Enables Claude to interact with a Folio business bank account for managing acco…
81
50774
support-weatherai
WeatherAI.io gives Claude Desktop, Cursor, Windsurf, and any MCP-compatible AI …
81
50775
prim-design
fusion-mcp Claim
Open-source MCP server for controlling Autodesk Fusion 360 from any AI agent, e…
N/A N/A
50776
Baptiste4321
Enables AI agents to convert Markdown into styled Word (.docx) documents, with …
N/A N/A
50777
farr1102work-bzcc
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
81
50778
Cambar-Solutions
MCP server for Google Classroom enabling reading assignments, checking submissi…
N/A N/A
50779
sling-cli Claim 1
Sling CLI MCP server for data pipeline and replication management
N/A N/A 81
50780
ecashprotocol
Enables AI agents to interact with the eCash ecosystem on Base mainnet, providi…
50781
aloksinghGIT
Analyzes .NET and Java projects to detect stateful code patterns and provides r…
81
50782
ribsousa
Exposes SigmaUI Design System components to AI assistants, providing tools for …
50783
jesusr00
Exposes 30 tools to manage Redmine resources (issues, projects, users, time ent…
N/A N/A
50784
trendsapi
App downloads and chart ranking trends for iOS and Android. Free key at trendsa…
50785
BlueprintAIx
Enables AI assistants to discover, evaluate, and execute DeFi yield strategies …
N/A N/A
50786
zueai
Vercel MCP Claim 1
An MCP server that provides tools for interacting with Vercel API, enabling man…
81
50787
nairraf
code-intel Claim
Provides semantic code search and code insights via a knowledge graph, enabling…
N/A N/A
50788
badfrog18
Enables Claude to read, analyze, optimize, and execute IP-Symcon PHP scripts vi…
50789
cybeleri
Database admin MCP: schema inspection, query optimization for PostgreSQL and My…
N/A N/A 81
50790
Vistara-Labs
Enable seamless integration with the Hypercore network by exposing its data and…
N/A N/A 95
50791
nakulk02
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
50792
frothkoetter
Provides read-only SQL access to Apache Iceberg tables via HiveServer2, enablin…
50793
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
50794 N/A N/A 95
50795
SEOcrawl
seocrawl-mcp Claim
SEO + GEO MCP server: live Google Search Console & GA4 data, keyword and page a…
50796
cfdude
mcp-finnhub Claim
MCP server providing comprehensive access to Finnhub financial market data API …
50797
kallusuvaidyam
Manage your Frappe benches and sites directly from Claude.ai through natural la…
N/A N/A
50798
open-video-mcp
AI-powered video platform management — upload videos, manage channels, track an…
N/A N/A 95
50799
vmos-dev
A multi-user AI group chat server via MCP that lets multiple users' AI agents j…
N/A N/A 95
50800
living-hi
Build and update a visual operating cockpit for AI-native solo founders.
N/A N/A
Showing 50751–50800 of 67226 servers