MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8001
jcvalerio
MoneyWiz MCP Server Claim 1
A Model Context Protocol server that provides AI assistants like Claude with se…
C 69 54 63 56 N/A 37 95 91
8002
koji117
Oura MCP Server Claim
Provides access to Oura Ring health data, including sleep, activity, readiness,…
C 69 54 68 68 N/A 35 89 77
8003
sn0w-Xue
A locally-run MCP server that enables downloading images, videos, and LivePhoto…
C 69 54 58 50 N/A 43 95 99
8004
devashish234073
A simple Node.js MCP server that exposes three tools: greet for personalized me…
C 69 54 72 47 N/A 25 95 96
8005
MacromNex
Enables protein stability prediction ($DeltaDelta$G and $Delta$Tm) and systemat…
C 69 54 84 32 N/A 33 92 98
8006
j1c4b
Provides real-time stock data analysis, portfolio management, technical analysi…
C 69 55 84 53 19 81 94
8007
Dablclub
Polygon MCP Server Claim
A Model Context Protocol (MCP) server that provides onchain tools for Claude AI…
C 69 55 78 60 22 81 90
8008
byPawel
tachibot-mcp Claim 2
Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimiz…
C 69 54 96 31 N/A 70 64 84
8009
narmaku
Linux MCP Server Claim 1
Enables read-only Linux system diagnostics and troubleshooting on RHEL-based sy…
C 69 55 84 31 48 82 98
8010
hunter-arton
A Model Context Protocol server that provides web and image search capabilities…
C 69 55 79 58 26 81 91
8011
Moonlight-CL
Redshift MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to interact with Ama…
C 69 55 69 48 42 81 100
8012
amajakai14
MCP Agents Claim
Provides FastMCP-based servers with various tools for AI assistants including m…
C 69 55 54 87 47 81 72
8013
jackyxhb
Enables remote command execution via SSH and database queries through PostgreSQ…
C 69 55 78 60 33 76 87
8014
docherty
A server implementation of the Model Context Protocol (MCP) for managing develo…
C 69 54 78 33 N/A 38 92 99
8015
jackalterman
Provides Windows system diagnostic capabilities to AI agents, allowing them to …
C 69 55 84 75 N/A 24 95 50
8016
hoium
Enables natural language interaction with JumpCloud environments to query users…
C 69 55 74 63 22 81 93
8017
Kishore-MK
Enables fetching data from web URLs with automatic X402 payment handling using …
C 69 55 72 61 26 81 98
8018
MoltyCel
MolTrust MCP Server Claim 1
Trust infrastructure for AI agents — DIDs, reputation, verifiable credentials, …
C 69 54 72 43 N/A 52 80 95
8019
JamesANZ
evm-mcp Claim 1
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) J…
C 69 55 61 56 51 80 99
8020
caretdev
Execute SQL Query on InterSystems IRIS Do some monitoring and manipulations wit…
C 69 55 80 51 54 80 77
8021
unicorn2439614256
XR875 Build MCP Claim
Provides tools for compiling and packaging XR875 project components, including …
C 69 55 48 87 N/A 45 95 66
8022
diatonic-codes
Ninetn MCP Server Claim
Enables integration with the Ninetn AI-powered memo application to create, sear…
C 69 55 78 65 N/A 26 95 69
8023
kryptobaseddev
CLEO MCP Server Claim
Task management protocol for solo developers and AI coding agents with 2-gatewa…
C 69 54 64 30 N/A 76 92 90
8024
J-Gal02
ClickSend MCP Server Claim 1
This server enables AI models to send SMS messages and initiate Text-to-Speech …
C 69 55 78 45 37 81 96
8025
Takatoshi-Miura
MCP-Weather Claim
Enables retrieval of weather information for major cities across Japan using th…
C 69 55 78 53 35 81 88
8026
snowild
Redmine MCP Server Claim 1
A Model Context Protocol server that enables Claude Code to directly interact w…
C 69 55 57 52 68 81 90
8027
Zenobia000
VibeCoding System Claim
An AI-guided conversation-driven development framework that helps build MVPs an…
C 69 55 72 62 44 81 81
8028
timothywangdev
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
C 69 55 78 56 28 80 95
8029
tolutronics
Stem MCP Server Claim
Enables AI-powered audio processing including stem separation, vocal extraction…
C 69 54 84 43 N/A 22 95 91
8030
Jiansen
MCP Doctor Claim
Check and improve the contract quality of any MCP server — for humans, agents, …
C 69 54 78 27 N/A 50 95 95
8031
John42506176Linux
Reflect MCP Server Claim
Enables AI assistants like Claude to interact with Reflect notes through OAuth …
C 69 55 62 71 31 76 97
8032
stevennevins
MCP Server Template Claim 1
A template for creating Model Context Protocol (MCP) servers in TypeScript, off…
C 69 55 78 62 20 81 92
8033
shredEngineer
Archive Agent Claim
Archive Agent is an open-source semantic file tracker with OCR + AI search (RAG…
C 69 55 72 32 69 81 98
8034
Jakedismo
Aggregates multiple MCP servers behind a single, secure endpoint with unified t…
C 69 55 90 27 44 81 100
8035
FranciscoYuster
mcp-skills Claim
Integrates with the skills.sh ecosystem to allow AI coding agents to discover, …
C 69 55 56 61 58 78 96
8036
DuncanDam
Enables comprehensive content analysis through web scraping, document processin…
C 69 55 72 61 27 81 96
8037
rassi0429
ResoniteLink MCP Claim
Enables control and manipulation of Resonite VR worlds through the ResoniteLink…
C 69 54 66 60 N/A 37 82 92
8038
bibaram
MySQL MCP Server Claim 1
A Model Context Protocol server that connects to MySQL databases, allowing exec…
C 69 54 57 52 N/A 40 95 100
8039
aranjan
kite-mcp Claim 1
Trade Indian stocks on Zerodha Kite via natural conversation. 14 tools for hold…
C 69 55 90 10 N/A 71 81 99
8040
twinzies
gmail-mcp Claim
C 69 54 62 68 N/A 20 95 89
8041
fliptheweb
fatsecret-mcp Claim 4
MCP server for FatSecret API - food search, nutrition, diary, recipes, weight t…
C 69 55 63 82 N/A 76 74 51
8042
ggiraudon
Enables interaction with MantisBT bug tracking systems through the REST API. Su…
C 69 55 74 60 18 81 99
8043
brandao-20
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
C 69 55 72 100 24 81 48
8044
Disane87
Control and monitor Weishaupt heating systems via the WEM Portal
C 69 55 100 0 N/A 79 71 100
8045
HaroldFinchIFT
A Model Context Protocol (MCP) server for querying NIST National Vulnerability …
C 69 55 80 36 45 87 92
8046 C 69 54 52 71 N/A 28 92 98
8047
Traves-Theberge
Provides comprehensive word definitions, pronunciations, meanings, and examples…
C 69 55 90 75 41 81 41
8048
narumiruna
gitingest-mcp Claim 1
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
C 69 54 45 65 N/A 59 90 90
8049
qso-graph
iota-mcp Claim
Enables IOTA group lookup, island search, DXCC mapping, nearby groups, and prog…
C 69 54 70 42 38 94 98
8050
mfangtao
SSH MCP Server Claim 1
A server that enables remote command execution over SSH through the Model Conte…
C 69 55 84 62 22 74 88
Showing 8001–8050 of 67197 servers
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