MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49901
livemau5
A hybrid Mailchimp MCP server with 12 tools: 10 native tools for common email w…
N/A N/A
49902
antonmadto
kicad-mcp Claim
MCP server that analyzes, reviews, and exports KiCad 9 designs, with live board…
N/A N/A
49903
pipeworx-io
Enables real-time access to US electricity generation, fuel mix, and demand dat…
49904
ghostsecurity
A Model Context Protocol (MCP) server for the Ghost Security API, providing sec…
49905
Eshaan-Nair
Persistent memory for AI coding tools that captures conversations, builds a sea…
N/A N/A
49906
plcarmona
mcp-roam Claim
Enables AI agents to semantically search, retrieve, and augment an org-roam kno…
N/A N/A
49907
pcmarts
Enables AI agents to search and filter Web3 job listings from web3.career, supp…
N/A N/A
49908 N/A N/A 95
49909
lkathke
panda-mcp Claim
Turns a comma.ai Panda into a conversational CAN reverse-engineering rig, allow…
N/A N/A
49910
Inque-Loic
Enables AI assistants to control the game 'Witch's Apocalyptic Journey' through…
N/A N/A
49911
priyanshuchawda
A read-only MCP server for AI coding agents to inspect repositories, audit code…
49912
moltstudios
Lumnix Claim
AI-powered e-commerce research tools via MCP. Search Amazon, Alibaba & AliExpre…
49913
AshutoshRaj97
Query any docs site via MCP. Submit a URL, ask questions, get cited answers.
49914
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
N/A N/A 95
49915
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
49916
ztxtxwd
Enables AI assistants to access and analyze content from the Chinese developer …
49917
xue20010808
tlocal Claim
N/A N/A 95
49918
Xenon-Flare
Enables AI assistants to manage social media accounts, upload media (videos and…
49919
ceo
youtube Claim
N/A N/A 95
49920
rprwhite
Enables to manage Shopify store resources like products, orders, customers, inv…
49921
manueltarouca
MCP server that exposes the Limitless Developer API to list lifelogs via the ge…
49922
nextrole-git
Enables ticket management and AI triage through Mistral-compatible models, with…
49923
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
49924
drquandary
A sophisticated academic manuscript revision system that provides surgical, lin…
N/A N/A
49925
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
49926
trivago Claim 1
trivago's mcp server to find your ideal hotel and compare prices from multiple …
N/A N/A 81
49927
thierryc
Glyphs MCP Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
N/A N/A
49928
kayoMichael
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
N/A N/A
49929 N/A N/A 95
49930
N3N-Seoul
Index your documents in Milvus for fast semantic search. Retrieve the most rele…
N/A N/A 95
49931
Pro0f
DevsContext Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
N/A N/A
49932
MCP-Mirror
Enables management of sports video metadata with PostgreSQL backend, supporting…
81
49933
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
49934
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
49935
itsnocny
lovense-mcp Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
49936
kjazz888
kkkkkk Claim
N/A N/A 95
49937
intruder-io
intruder-io Claim
test
N/A N/A 95
49938
goluntsov
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
49939
chanshawoh
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
N/A N/A
49940
BrunoL28
Enables AI assistants to interact natively with MongoDB databases, including sc…
49941
arc119226
mcp-tools Claim
A collection of simple, practical MCP servers that require zero configuration, …
N/A N/A
49942
draygen
aion-mcp Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
N/A N/A
49943
sancovp
starlog-mcp Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
N/A N/A
49944
wyre-technology
liongard-mcp Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
49945
Soptik1290
AI-powered weather aggregation from 6 sources with intelligent deduction, worki…
N/A N/A
49946
techempower-org
Multi-cloud MCP server that exposes cloud AI models as tools for AI CLI agents,…
N/A N/A
49947
AmAzing129
mcp-demo Claim
A minimal MCP server example demonstrating Tools, Resources, and Prompts. It en…
N/A N/A
49948
bbangjooo
Discover and connect to Model Context Protocol servers effortlessly. Installati…
N/A N/A 95
49949
SANDIPAN22
A remote MCP server deployed on Cloudflare Workers for hosting and exposing MCP…
49950
yoko19191
Enables web search on Chinese internet content using Bocha AI, returning result…
Showing 49901–49950 of 67226 servers