MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29736
Scored
2112
Verified
16952
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11901
gcorroto
MCP-Jenkins Claim
A server that enables interaction with Jenkins CI/CD pipelines from any compati…
C 62 55 54 100 26 81 36
11902
rog0x
mcp-regex-tools Claim
Provides a suite of regex and text processing tools for AI agents, including pa…
C 62 54 72 0 N/A 53 91 98
11903
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
11904
Baronco
A Model Context Protocol server that allows AI assistants to discover, load, an…
C 62 54 45 52 N/A 25 90 95
11905
RyanLisse
Enables efficient vector database operations for embedding storage and similari…
C 62 55 66 60 22 81 68
11906
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
11907
FelipeAdachi
Enables AI agents to search the USDA's FoodData Central database and retrieve d…
C 62 55 60 32 40 82 94
11908
SarthakS97
Enables Claude Desktop to interact with Google Sheets through the Sheeter API, …
C 62 66 90 71 0 23 81 98
11909
TomCat2357
Enables centralized management and unified interface for multiple child MCP ser…
C 62 55 72 36 32 80 82
11910
QAInsights
jmeter-mcp-server Claim
JMeter MCP Server for performance testing
C 62 54 66 33 N/A 25 89 93
11911
hannesj
Exposes Ant Design component documentation to Large Language Models, allowing L…
C 62 55 60 41 24 81 98
11912
evangstav
Personal MCP Server Claim 3
A Model Context Protocol server for tracking personal health and well-being, of…
C 62 55 45 58 29 82 92
11913
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 62 55 48 70 24 81 82
11914
supabase-community
Supabase Claim 1
MCP server for interacting with the Supabase platform
C 62 66 81 65 0 82 70 85
11915
opentofu
OpenTofu MCP Server Claim 1
A Model Context Protocol server that allows AI assistants to search for and ret…
C 62 66 79 61 0 58 81 94
11916
nathanonn
MCP URL Fetcher Claim 1
A Model Context Protocol server that enables LLMs to fetch and process web cont…
C 62 55 45 62 21 80 97
11917
claudiobastos
A template for deploying a Model Context Protocol server on Cloudflare Workers …
C 62 55 48 66 21 81 85
11918
KelvinQiu802
A server for Model Context Protocol (MCP) that uses Server-Sent Events (SSE) fo…
C 62 55 48 62 24 81 87
11919
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
11920
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11921
biocypher
Karenina MCP Claim
Enables natural language querying of Karenina benchmark verification results st…
C 62 55 72 31 24 81 93
11922
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
11923
BjornMelin
Automates Grammarly's web interface to check AI detection and plagiarism scores…
C 62 66 84 62 0 50 81 93
11924
rahulsnc3it
A Model Context Protocol server that provides jokes on demand, allowing users t…
C 62 55 33 55 46 80 100
11925
grrek
mcp-wacli Claim 1
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
C 62 54 51 43 N/A 29 90 93
11926
tkellogg
Postal MCP Server Claim
A SQLite-backed message queue system that enables multiple AI agents to communi…
C 62 55 54 40 41 81 97
11927
JesseEikeland
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
C 62 55 66 33 25 81 98
11928
martinsky999
MCP Git Server Claim 3
A Model Context Protocol server that enables LLMs to interact with Git reposito…
C 62 55 59 82 41 77 44
11929
sdelements
Devici MCP Server Claim
Enables interaction with the Devici API for managing threat models, security co…
C 62 55 60 82 37 81 39
11930
YassineTk
MCP Docs Provider Claim
Enables AI models to seamlessly access and query local markdown technical docum…
C 62 55 62 82 N/A 24 95 29
11931
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
11932
AlexanderCohen
A simple way to deploy an authentication-free Model Context Protocol server on …
C 62 55 48 70 21 81 82
11933
scottglshields
A deployable Model Context Protocol server on Cloudflare Workers that enables A…
C 62 55 48 70 21 81 82
11934
OfficeMCP
OfficeMCP Claim
A server that allows AI models to automate Microsoft Office applications (Word,…
C 62 55 76 28 27 81 90
11935
SufyaanKhateeb
A Model Context Protocol server demonstrating user management capabilities with…
C 62 55 57 82 N/A 23 95 37
11936
kachiO
mlx-whisper-mcp Claim
Local MCP server for MLX Whisper transcription
C 62 54 56 30 N/A 44 90 90
11937
wuunicorn
A Model Context Protocol server that provides accurate Chinese Ziwei Doushu ast…
C 62 55 57 33 45 82 95
11938
zekker6
mcp-helm Claim 1
MCP server for Helm package manager
C 62 66 63 68 0 76 81 97
11939
Brucedh
AWS‑IReveal‑MCP
C 62 55 68 31 36 81 91
11940
format37
youtube_mcp Claim
C 62 55 68 43 21 74 94
11941
Luxter77
Enables semantic search across text documents using vector embeddings stored in…
C 62 55 66 31 37 81 93
11942
shooooori0128
A serverless MCP implementation on Cloudflare Workers that allows connecting AI…
C 62 55 48 68 21 81 84
11943
icck
Toy MCP Server Claim
A simple MCP server that provides two tools: one for counting specific letter o…
C 62 55 48 53 28 81 97
11944
amornpan
MySQL MCP Server Claim 1
Enables secure interaction with MySQL databases, allowing AI assistants to list…
C 62 55 78 32 15 81 93
11945
egawata
Generates creative illustration prompts featuring characters from the Love Live…
C 62 55 46 60 32 80 88
11946
VSidhArt
Enables AI assistants to interact with Intervals.icu fitness tracking and welln…
C 62 55 66 46 19 81 90
11947
kakacoding1
Enables AI agents to programmatically control a live Excalidraw canvas through …
C 62 55 84 0 53 78 97
11948
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
11949
taiste
Harvest MCP Server Claim
Integrates with Harvest time tracking API, enabling AI assistants to manage tim…
C 62 55 56 36 51 81 89
11950
JordiNeil
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get…
C 62 55 68 36 19 80 99
Showing 11901–11950 of 50330 servers
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