MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11751
kachiO
mlx-whisper-mcp Claim
Local MCP server for MLX Whisper transcription
C 62 54 56 30 N/A 44 90 90
11752
format37
youtube_mcp Claim
C 62 55 68 43 21 74 94
11753
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
11754
jlgrimes
A Model Context Protocol server that allows Claude to search and display Pokemo…
C 62 55 53 100 27 80 37
11755
sichang824
Figma MCP Server Claim
A server implementation that enables interaction with Figma API through Model C…
C 62 55 90 28 27 81 74
11756
PoliTwit1984
GitHub MCP Server Claim 2
A Model Context Protocol server that enables AI models to interact with GitHub'…
C 62 55 75 45 17 81 79
11757
droidnext
A server that provides organized documentation content for various applications…
C 62 55 48 52 36 81 91
11758
roruizf
Enables AI assistants to interact with OpenStudio building energy models throug…
C 62 55 60 33 40 81 95
11759
montevive
penpot-mcp Claim
Penpot MCP server
C 62 55 48 41 N/A 48 81 97
11760
FerryZhaoHui
Leiga MCP Server Claim
Enables interaction with Leiga issue tracking system through MCP, allowing sear…
C 62 64 78 61 0 43 95 92
11761
xixuer
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 62 55 48 68 21 81 83
11762
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
11763
naveenkumarr1812
A Model Context Protocol (MCP) server that demonstrates mathematical capabiliti…
C 62 54 50 37 N/A 23 95 100
11764
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
11765
imatza-rh
mcp-zuul Claim 1
Zuul CI integration with 14 tools for build failure analysis, log search, pipel…
C 62 55 76 0 85 69 94
11766
kukapay
An MCP server that provides real-time whale alerts on Hyperliquid, flagging pos…
C 62 55 45 42 45 80 100
11767
amyfan7
Automates Java/Maven test generation, JaCoCo coverage analysis, and Checkstyle …
C 62 54 50 47 N/A 26 95 90
11768
chaitanyaiscoding
An MCP server designed to automate Django database setup and management, includ…
C 62 54 57 45 N/A 22 80 99
11769
CharlieFng
A simplified MCP server that provides a streamlined way to interact with AWS Cl…
C 62 55 54 47 23 81 98
11770
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
11771
mcptrust
mcptrust Claim
Runtime security proxy for MCP: lockfile enforcement, drift detection, artifact…
C 62 54 78 30 N/A 68 95 38
11772
shivamxtech
Kafka MCP Server Claim
Enables AI agents to interact with Apache Kafka through natural language, suppo…
C 62 55 58 28 47 80 99
11773
JesseEikeland
Provides access to 20+ Kali Linux penetration testing tools including nmap, sql…
C 62 55 66 33 25 81 98
11774
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11775
sparesparrow
An MCP server that assists with the orchestration of new software projects by a…
C 62 54 61 25 N/A 57 95 74
11776
achsaf6
mcp-quickstart Claim
quickstart for mcp deployment
C 62 55 48 100 N/A 32 83 37
11777
fean-developer
Enables LLMs and agents to interact with relational databases (SQL Server, MySQ…
C 62 55 66 33 41 80 87
11778
minitim222
Enables Claude to directly access Google Drive files and analyze High Performan…
C 62 54 64 37 N/A 19 90 91
11779
akhilthomas236
A Model Context Protocol server that integrates with Atlassian's Jira and Confl…
C 62 55 63 82 31 80 39
11780
mkXultra
ai-cli-mcp Claim 1
Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) …
C 62 64 81 32 0 85 90 97
11781
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
11782
stevehorn
Enables searching and filtering Telegram group messages with advanced options f…
C 62 55 60 48 32 81 84
11783
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
11784
block-town
MCP Gateway Claim
Reduces LLM context window overhead by proxying multiple MCP servers through a …
C 62 55 72 36 34 80 81
11785
codyde
A server that provides tools to scrape websites and extract structured data fro…
C 62 55 60 72 17 81 69
11786
Highpolar-Softwares
A Django app that implements Firebase Model Context Protocol server, enabling A…
C 62 55 66 36 18 81 99
11787
Lucasvdmeulen
A deployable MCP server on Cloudflare Workers that enables AI tools integration…
C 62 55 48 67 21 81 84
11788
ODAncona
code2prompt-mcp Claim 1
An MCP server that analyzes codebases and generates contextual prompts, making …
C 62 54 39 45 N/A 44 95 91
11789
danix800
Hello Claim
Send a friendly greeting to anyone. Personalize quick intros and acknowledgment…
C 62 54 42 50 N/A 17 95 100
11790
apw124
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with local L…
C 62 54 47 37 N/A 43 92 95
11791
TheSethRose
Fetch Browser Claim 1
A headless browser MCP server that allows AI agents to fetch web content and pe…
C 62 64 82 62 0 37 95 90
11792
wuunicorn
Enables traditional Chinese divination calculations through Liu Ren (六壬) chart …
C 62 55 72 33 16 81 98
11793
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 54 54 52 N/A 15 95 87
11794
dddd-community
Hexiaoyi MCP Claim
A powerful toolkit that enables seamless interaction with EVM-compatible networ…
C 62 55 42 57 42 78 94
11795
awslabs
Log Analyzer with MCP Claim 1
A Model Context Protocol server that provides AI assistants access to AWS Cloud…
C 62 55 57 33 63 81 83
11796
dkabx
MySQL MCP Server Claim
Enables AI assistants to interact with MySQL databases by executing SQL queries…
C 62 55 78 28 21 76 99
11797
nsachin08
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
C 62 55 62 40 27 76 99
11798
ErikNguyen20
ScholarScope MCP Claim
Enables academic research through the OpenAlex API, allowing users to search fo…
C 62 55 54 38 43 81 95
11799
stefanoamorelli
AI agent toolkit for accessing and analyzing SEC EDGAR filing data. Build intel…
C 62 54 64 25 N/A 62 90 71
11800
sourangshupal
MCP-RAG Server Claim
Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allow…
C 62 55 48 57 26 81 93
Showing 11751–11800 of 66495 servers
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