MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11951
Charleslotto
An MCP server that enables AI assistants to control and monitor Klipper 3D prin…
C 62 55 69 31 27 77 99
11952
HasnainAli47
TOON MCP Server Claim 1
Converts JSON data and system prompts to and from TOON (Token-Oriented Object N…
C 62 55 62 36 40 84 85
11953
Ansvar-Systems
South Korean law database — PIPA, ICT network security, credit information with…
C 62 66 90 43 0 70 82 93
11954
onsecurity
OnSecurity MCP Server
C 62 66 88 67 0 44 81 90
11955
larasrinath
BLS MCP Claim 1
Enables users to query U.S. labor statistics, including employment, CPI, and wa…
C 62 55 70 0 64 84 98
11956
adhikasp
MCP Weather Server Claim 1
Provides hourly weather forecasts using the AccuWeather API, enabling users to …
C 62 55 66 32 38 81 92
11957
liba2k
Fellow MCP Server Claim
Provides access to Fellow.ai meeting data including transcripts, summaries, act…
C 62 64 94 40 0 54 95 90
11958
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
11959
SaintDoresh
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
C 62 55 60 31 36 84 99
11960
BACH-AI-Tools
An MCP server for accessing the Twitter/X Api45 API, allowing users to retrieve…
C 62 55 41 100 45 81 38
11961
prashalruchiranga
arXiv MCP Server Claim 1
A Model Context Protocol server that enables natural language interaction with …
C 62 55 57 30 46 81 99
11962
OWSSamples
A template for deploying authentication-free MCP servers on Cloudflare Workers …
C 62 55 48 70 24 81 79
11963
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
11964
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
11965
helloHupc
Pixabay MCP Server Claim
Enables AI assistants to search for and retrieve images, illustrations, and vid…
C 62 55 54 37 45 82 91
11966
nyudenkov
openapi-mcp-proxy Claim 1
An MCP server that provides tools for exploring large OpenAPI schemas without l…
C 62 66 81 62 0 46 81 100
11967
vibase-ai
vibase Claim
Easily query and mutate Postgres data using MCP. This is an open source project.
C 62 55 88 63 41 82 19
11968
lsaavedr
MCP Duty Pharma Claim
MCP Duty Pharma
C 62 55 48 82 57 81 39
11969
nathanielnoyd
Metro MCP Claim
Enables users to interact with Washington DC Metro (WMATA) transit system throu…
C 62 66 78 72 0 39 80 100
11970
mifactory-bot
Mifactory Claim
Extract clean text and metadata from any URL to simplify web data collection. T…
C 62 55 66 41 23 80 95
11971
minitim222
Enables Claude to directly access Google Drive files and analyze High Performan…
C 62 54 64 37 N/A 19 90 91
11972
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
11973
Richard-Zhangxj
Enables interaction with SAP systems through RESTful APIs via MCP protocol. Sup…
C 62 55 78 43 16 81 81
11974
Red5d
Memos MCP Server Claim
Enables AI assistants to interact with Memos instances for knowledge management…
C 62 55 62 36 39 81 89
11975
mindfullabai
Integrates the YearAtAGlance calendar with AI assistants, enabling natural lang…
C 62 66 90 62 0 31 81 100
11976
kaiyuanzhuadmin
A template for deploying MCP servers on Cloudflare Workers without authenticati…
C 62 55 48 68 21 81 83
11977
cemremengu
Weather MCP Server Claim
Provides weather information tools based on the National Weather Service APIs t…
C 62 55 68 30 27 82 100
11978
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
11979
hkonda015
MCP Data Server Claim
Indexes local files (PDF, TXT, CSV, Markdown) with embeddings for semantic sear…
C 62 54 54 37 N/A 18 95 98
11980
brave
brave Claim
Visit https://brave.com/search/api/ for a free API key. Search the web, local b…
C 62 66 78 70 0 78 69 87
11981
CharlieFng
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
C 62 55 54 47 23 81 98
11982
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
11983
Agencia-Tecnologica-Multiverse-Limitada
UX Laws MCP Claim 1
An MCP server for auditing and analyzing user interfaces across 20 platforms ba…
C 62 55 57 83 42 81 37
11984
freibergergarcia
Provides instant access to WordPress.org documentation, WordPress VIP guides, a…
C 62 66 96 52 0 43 81 95
11985
zebbern
Zebbern Kali MCP Claim 2
A Docker-based MCP server that grants AI agents direct access to a comprehensiv…
C 62 54 67 40 N/A 30 76 89
11986
nexus-aissam
MCP Start App Claim 1
A comprehensive local file management and system operations server that provide…
C 62 54 66 36 N/A 20 90 91
11987
mobilehackinglab
A server that exposes the Jadx decompiler API over HTTP, enabling Claude to int…
C 62 55 60 30 46 80 94
11988
nipunbatra
VayuChat MCP Claim
A FastMCP server for natural language data analysis that allows users to load C…
C 62 54 72 31 N/A 30 82 90
11989
anandkumarpatel
A serverless Model Context Protocol implementation on Cloudflare Workers that e…
C 62 55 48 65 22 81 86
11990
kkamalvanshi
Enables analysis of prospective tenant inquiries and market rent comparisons th…
C 62 54 60 31 N/A 27 95 95
11991
riza-io
riza-mcp Claim 2
An MCP server that wraps the Riza Code Interpreter API and presents endpoints a…
C 62 55 53 62 13 81 93
11992
GitramaLLC
Gitrama MCP Server Claim
Provides 15 MCP tools for AI-powered Git intelligence, enabling commit messages…
C 62 55 72 10 55 81 97
11993
bestK
A remote MCP server implementation for Cloudflare that uses server-sent events …
C 62 55 54 63 28 81 77
11994
kukapay
blockbeats-mcp Claim 1
An MCP server that delivers blockchain news and in-depth articles from BlockBea…
C 62 55 57 31 43 83 97
11995
lobstercare
A server that allows AI models to control and interact with aircraft in the Geo…
C 62 54 60 26 N/A 28 95 97
11996
clicks-protocol
mcp-server Claim
Autonomous USDC yield for AI agents on Base. 9 tools: register agents, split pa…
C 62 55 96 0 54 61 100
11997
alex-rimerman
Enables users to query MLB Statcast, FanGraphs, and Baseball Reference data usi…
C 62 55 72 31 28 82 91
11998
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 66 84 62 0 50 81 93
11999
emingenc
Enables control of MentraOS smart glasses through tools for managing text displ…
C 62 66 84 68 0 32 81 99
12000
jabberjabberjabber
LLM Jukebox Claim
Enables LLMs to search YouTube for music, download videos as MP3 files, and pla…
C 62 54 62 31 N/A 24 89 97
Showing 11951–12000 of 67226 servers
« Prev 1 238 239 240 241 242 1345 Next »