MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12751
Motion-Labs-Sui
Walrus MCP Server Claim
Enables AI assistants to store and retrieve data using the Walrus decentralized…
C 60 66 86 67 0 22 81 94
12752
pinion05
Claude Code can't do everything well. This MCP covers Claude Code's weaknesses …
C 60 54 42 50 N/A 20 87 100
12753
ainote-dev
AI Note MCP Server Claim 1
A Model Context Protocol server that connects Claude Desktop to AI Note task ma…
C 60 66 69 66 0 55 81 93
12754
SongJiangzhou
Provides professional C++ code style checking, best practices analysis, and mod…
C 60 55 66 12 49 84 93
12755
whdghk1907
A Model Context Protocol server providing comprehensive Korean stock market ana…
C 60 55 69 33 34 81 80
12756
arnstarn
mcp-server-spotinst Claim 1
MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters…
C 60 55 69 0 63 81 96
12757
sawantudayan
A MCP server that provides tools for analyzing git changes and suggesting appro…
C 60 54 53 28 N/A 42 95 85
12758
Sunwood-ai-labs
A Model Context Protocol server that enables management of GitLab Kanban boards…
C 60 55 65 56 19 81 67
12759
CaptainCrouton89
Enables running multiple Claude prompts simultaneously in parallel with support…
C 60 55 54 57 23 71 91
12760
pfldy2850
Naver MCP Server Claim 1
An MCP server that provides access to Naver OpenAPI services, enabling users to…
C 60 55 39 32 66 80 94
12761
sumik5
Enables translation of SRT subtitle files from English to Japanese using local …
C 60 55 54 38 42 81 86
12762
DecisionsDev
Enables AI assistants to access and execute automated decision services from IB…
C 60 66 96 38 0 80 78 77
12763
1sustgmboab
NexonCo MCP Claim
An advanced Medical Care Platform server designed for accessing and analyzing c…
C 60 66 76 53 0 63 81 91
12764
nishant-Tiwari24
A Multi-Server Control Plane system that enables natural language querying of j…
C 60 55 72 28 18 81 91
12765
kLabUM
SWMM-MCP Claim 1
An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …
C 60 54 51 30 N/A 24 92 100
12766
routineco
Routine Claim
Interact with Routine (https://routine.co/): manage calendars, tasks, notes, et…
C 60 55 60 82 23 81 38
12767
danfmaia
Utility MCP Server Claim
Provides general-purpose utility tools for Computer Agent ecosystem integration…
C 60 55 54 41 22 81 97
12768
farzadnadiri
MCP-CAN Claim
Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulat…
C 60 55 54 41 44 81 81
12769
yugabyte
YugabyteDB MCP Server Claim 1
An MCP server implementation that allows Large Language Models to directly inte…
C 60 55 53 28 51 81 90
12770
R3verseIN
HackerMCP Claim
A module that enables AI assistants to access and utilize common penetration te…
C 60 54 48 25 N/A 42 95 94
12771
mffrydman
Enables document conversion between PDF, DOCX, and Markdown formats to facilita…
C 60 54 56 37 N/A 21 87 93
12772
samuelbutler
A template for deploying a remote MCP server on Cloudflare Workers without auth…
C 60 55 48 56 21 81 86
12773
HeetVekariya
Linear Regression MCP Claim 1
An MCP server that enables Claude to train a linear regression model by simply …
C 60 54 47 40 N/A 24 92 92
12774
plainday
ManualWorks MCP Claim
Enables keyword searching across ManualWorks documents by combining document an…
C 60 55 56 37 45 83 80
12775
srinikandula
A multi-server implementation that uses OpenAI's LLM to orchestrate multiple to…
C 60 55 54 53 18 71 95
12776
kukapay
honeypot-detector-mcp Claim 1
An MCP server that detects potential honeypot tokens on Ethereum, BNB Smart Cha…
C 60 55 45 41 38 81 97
12777
juandavidsernav
secop-mcp-server Claim
An MCP server to query Colombian public procurement data from SECOP I and II in…
C 60 54 42 46 50 81 87
12778
ZohaibCodez
Comprehensive tools for discrete mathematics: logic, algorithms, number theory,…
C 60 54 72 61 N/A 33 92 30
12779
pickstar-2002
Video Convert MCP Claim
A professional video format conversion tool based on MCP protocol that supports…
C 60 55 72 83 24 81 20
12780
tanaikech
MCPApp Claim
This text introduces the Model Context Protocol (MCP) for AI interaction, explo…
C 60 64 86 41 0 50 95 86
12781
Youtube-Transcript-Dev
MCP server for YouTubeTranscript.dev — extract transcripts, manage history, and…
C 60 55 79 0 53 80 90
12782
huangtan007
smithery-hello Claim
Provide a demo implementation of an MCP server showcasing basic MCP features. E…
C 60 54 30 52 N/A 24 95 100
12783
ratchanonth60
A flexible Model Context Protocol server that enables LLMs to interact with dat…
C 60 55 60 31 34 81 91
12784
CometixAI
A local indexing and retrieval service that enables semantic code search by wra…
C 60 66 86 66 0 32 81 90
12785
hkaanengin
MCP server providing AI assistants with access to Dota 2 statistics via OpenDot…
C 60 66 94 43 0 35 83 99
12786
plaban1981
A server that integrates Retrieval-Augmented Generation (RAG) with the Model Co…
C 60 54 50 31 N/A 36 95 89
12787
jilanisayyad
Kafka MCP Server Claim 2
An MCP server that enables interaction with Kafka clusters to manage topics, mo…
C 60 55 35 67 48 82 72
12788
recoupableorg
Big Brain MCP Claim 1
An MCP server that retrieves statistics from top protocols in the Mantle Networ…
C 60 55 61 55 23 81 70
12789
cnitlrt
A server that provides remote binary analysis capabilities through IDA Pro's he…
C 60 55 62 36 20 81 92
12790
vigenere92
Enables intelligent discovery and recommendation of Python tools using Google G…
C 60 55 66 31 26 81 89
12791
syauqi-uqi
QGISMCP Claim 1
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
C 60 55 69 27 36 69 98
12792
siberianwm
A minimal MCP server that provides current time information with configurable t…
C 60 55 60 32 24 81 100
12793
Jktfe
myAI Memory Sync Claim
An MCP tool that synchronizes user preferences, personal details, and code stan…
C 60 55 72 22 27 81 92
12794
octid-io
osmp Claim
Agentic AI instruction encoding. 86.8% vs JSON. Inference-free decode. Any chan…
C 60 54 72 0 N/A 38 91 96
12795
QuentinCody
Unofficial GitHub MCP server that provides access to GitHub's GraphQL API, enab…
C 60 55 60 41 23 78 90
12796
tnngnc
Provides access to Tastytrade historical price data via the Model Context Proto…
C 60 55 60 38 27 76 93
12797
aanchalakto
Magic MCP Claim
A template for deploying remote Model Context Protocol servers to Cloudflare Wo…
C 60 55 54 57 26 80 77
12798
AInoob
Enables deployment of MCP servers on Cloudflare Workers with OAuth authenticati…
C 60 55 54 57 26 81 77
12799
knustx
ITIS MCP Server Claim 1
Provides access to the Integrated Taxonomic Information System (ITIS) database …
C 60 66 96 53 0 32 80 93
12800
run-llama
A local MCP server that integrates with Claude Desktop, enabling RAG capabiliti…
C 60 55 48 37 54 81 84
Showing 12751–12800 of 67226 servers
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