MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
wgh1992
A Cloudflare Workers-based MCP server that provides PostgreSQL database access …
C 62 55 48 57 26 78 100
11902
lcfranca
Frankfurter Forex MCP Claim 1
An MCP server that provides currency rates, conversions, and historical exchang…
C 62 55 33 67 38 82 92
11903
Nikhil-Kandekar
Enables automated GitHub login through browser automation using Playwright. Pro…
C 62 54 54 36 N/A 26 95 97
11904
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
11905
milancermak
Starknet MCP Server Claim 2
Facilitates interaction with Starknet blockchain via MCP by exposing various RP…
C 62 55 74 58 38 80 50
11906
ampcome-mcps
pure.md MCP Server Claim
Enables AI assistants to reliably fetch web content as markdown and search the …
C 62 55 54 68 23 81 76
11907
RRP12
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 70 24 81 79
11908
akhilthomas236
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
C 62 55 63 82 31 80 39
11909
the-real-py
Enables management of your home bar inventory and cocktail discovery through Ba…
C 62 66 94 65 0 27 81 97
11910
AndrewDavidRivers
A Model Context Protocol server for coordinating multiple parallel agents worki…
C 62 54 53 28 N/A 35 95 100
11911
errajibadr
TwilioManager MCP Claim
A server that connects Claude AI to Twilio through the Model Context Protocol, …
C 62 55 66 41 25 76 93
11912
rymurr
Signal MCP Claim
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
C 62 54 60 33 N/A 29 88 98
11913
nicoloceneda
Fred St Louis MCP Claim
Enables users to query and explore economic data from FRED, supporting tools fo…
C 62 55 66 82 30 81 38
11914
cryptonahue
Enables interaction with Anytype objects through the Anytype API, including cre…
C 62 64 78 68 0 44 95 86
11915
akshyaganesh
Enables AI agents to manage VMware vSphere virtual infrastructure through compr…
C 62 55 60 43 22 80 100
11916
nanameru
Earch MCP Claim
Enables web search and local business data retrieval through the Brave Search A…
C 62 55 84 57 26 81 47
11917
fengyucn
Provides comprehensive weather data including forecasts, air quality, weather a…
C 62 55 48 48 64 81 75
11918
JHSeo-git
My First MCP Claim
Create and manage your own Model Context Protocol server effortlessly. Integrat…
C 62 54 50 52 N/A 42 95 71
11919
mitchhankins01
oura-ring-mcp Claim
Connect your Oura Ring to Claude AI assistants. Health metrics with smart analy…
C 62 64 90 67 0 40 75 94
11920
moneypiaorui
ROS MCP Server Claim
Enables control of ROS/ROS2 robots through natural language commands by transla…
C 62 55 60 37 45 81 85
11921
JesseEikeland
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
C 62 55 66 33 25 81 98
11922
nicavcrm
A Model Context Protocol server that provides structured workflow tools for man…
C 62 55 63 82 N/A 28 90 34
11923
rainbowgore
Stealthee MCP Claim
Enables detection and analysis of pre-public product launches through web searc…
C 62 66 78 71 0 48 81 91
11924
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11925
biocypher
Karenina MCP Claim
Enables natural language querying of Karenina benchmark verification results st…
C 62 55 72 31 24 81 93
11926
format37
youtube_mcp Claim
C 62 55 68 43 21 74 94
11927
helenkwok
Fragment MCP Server Claim 1
A Model Context Protocol server that enables working with Building Information …
C 62 55 47 52 46 81 88
11928
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 54 54 52 N/A 15 95 87
11929
dangvinh
mcp-ocr-server Claim 1
MCP server for OCR using native Tesseract (C++), built with Node.js, delivering…
C 62 54 39 27 N/A 69 92 94 C
11930
homello
Homello MCP Claim
Provides access to Homello platform product documentation and configuration met…
C 62 55 64 30 45 82 91
11931
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
11932
kesslerio
Attio MCP Server Claim
AI-powered Attio CRM access. Manage contacts, companies, deals, tasks, notes an…
C 62 66 90 51 0 74 69 93
11933
DaniManas
ResearchMCP Claim
Enables AI-powered academic research by searching and retrieving research paper…
C 62 55 70 33 28 81 91
11934
jmedure
talkback Claim
Chat with your Ableton session in real-time.
C 62 54 76 0 N/A 47 91 98
11935
stanfrbd
MCP server for Cyberbro IOC extraction, enrichment and reputation analysis.
C 62 55 53 22 N/A 70 82 94
11936
rutika196
Vizdown-MCP Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
C 62 54 66 27 N/A 33 90 91
11937
wuunicorn
Enables traditional Chinese divination calculations through Liu Ren (六壬) chart …
C 62 55 72 33 16 81 98
11938
MorDavid
Hashcat MCP Server Claim 1
A Model Context Protocol server that provides intelligent hashcat integration f…
C 62 54 57 45 N/A 18 92 90
11939
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
11940
mori-mmmm
A collection of custom MCP servers providing various AI-powered capabilities in…
C 62 54 62 58 N/A 37 95 49
11941
allenbijo
A lightweight server that provides real-time system information including CPU, …
C 62 54 56 22 N/A 43 90 100
11942
huang-sh
SCMCP Claim 2
An MCP server that enables single-cell RNA sequencing analysis through natural …
C 62 55 77 51 59 83 36
11943
hevener10
A server that implements a checklist management system with features like task …
C 62 55 72 75 N/A 13 95 35
11944
markusl
Alko MCP Server Claim
Provides AI assistants with access to Finland's Alko alcohol product catalog, e…
C 62 66 72 72 0 59 82 93
11945
arushsingh17
brd-enhancer-mcp Claim
Enhances developer tasks by retrieving relevant context from project documentat…
C 62 55 54 82 27 81 55
11946
achsaf6
mcp-quickstart Claim
quickstart for mcp deployment
C 62 55 48 100 N/A 32 83 37
11947
davinoishi
Enables scanning web pages and entire domains to identify broken links, checkin…
C 62 55 60 50 21 81 93
11948
mattjegan
swarmia-mcp Claim
Read-only MCP server to help gather metrics from [Swarmia](swarmia.com) for qui…
C 62 66 90 68 0 37 81 91
11949
Rev4nchist
An MCP server that connects Claude.ai to a Notion-based marketing knowledge bas…
C 62 55 57 50 25 80 93
11950
githejie
This server enables LLMs to use calculator for precise numerical calculations
C 62 54 62 22 N/A 50 87 94
Showing 11901–11950 of 30006 servers
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