MCP Server Quality Scores

Independent quality analysis of 57597 public MCP servers

57597
Discovered
29849
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8901
tjx666
vscode-mcp Claim 1
Connects VSCode with MCP to provide AI assistants real-time access to LSP diagn…
C 68 54 57 58 N/A 58 95 70
8902
Nexgene-Research
nexonco-mcp Claim
An advanced MCP Server for accessing and analyzing clinical evidence data, with…
C 68 55 72 75 N/A 50 92 41
8903
ctermiii
Weather MCP Server Claim
Enables real-time weather queries for cities worldwide using Open-Meteo API. Pr…
C 68 55 80 95 44 81 23
8904
Kyohei-9841
Enables interaction with Google Spreadsheets through the Model Context Protocol…
C 68 55 80 62 29 81 74
8905
404-error-notfound
MySQL MCP Server Claim
Enables comprehensive MySQL database operations including cross-database querie…
C 68 55 90 48 26 81 84
8906
mcieunic
Hybris MCP Server Claim 1
Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances to…
C 68 55 78 57 27 69 97
8907
JpAboytes
estudIA-MCP Claim
RAG-enabled MCP server that uses Google Gemini for embeddings and Supabase for …
C 68 55 70 66 22 81 89
8908
yvanfreitas
MCP Test Server Claim 1
A Model Context Protocol server that enables LLMs to interact with user and tas…
C 68 54 57 61 N/A 23 95 99
8909
vandewilly
MCP Dice Roller Claim 1
An MCP server that provides tools for rolling dice using standard notation, fli…
C 68 54 54 37 58 94 100
8910
knishioka
An MCP server for interacting with Treasure Data API, allowing users to retriev…
C 68 55 63 61 35 82 95
8911
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
8912
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
8913
ceciliomichael
Collects user feedback with text and image support through an Electron app, all…
C 68 54 66 57 N/A 27 95 88
8914
marc26712
mealie-mcp-server Claim
C 68 54 72 41 N/A 45 90 91
8915
JangHyuckYun
An MCP server for intelligent YouTube video analysis that provides token-optimi…
C 68 55 73 31 64 78 99
8916
mkowalskizoovu
Weather MCP Server Claim
Enables temperature conversion from Fahrenheit to Celsius through HTTP requests…
C 68 55 66 61 25 81 98
8917
Sai-Adarsh
An MCP server that provides easy setup and configuration for multiple AI develo…
C 68 54 59 65 N/A 27 87 97
8918
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8919
SergiFuster
A comprehensive MCP server with 30+ custom tools organized into categories: dat…
C 68 54 72 58 N/A 18 87 93
8920
kingroyalabstergo-agent
Qwery MCP Server Claim
A search engine for AI agents that enables searching, comparing, and discoverin…
C 68 55 70 50 35 82 99
8921
DevarshKumbhare
Kafka MCP Server Claim
Enables interaction with Apache Kafka topics, allowing users to publish message…
C 68 55 60 58 41 81 97
8922
rafsilva85
Save 30-75% on Manus AI credits through intelligent model routing, smart testin…
C 68 54 72 20 N/A 65 92 96
8923
akash-network
Akash MCP Server Claim
A TypeScript server implementing the Model Context Protocol that enables AI age…
C 68 55 48 61 60 78 98
8924
b1997oct
Provides tools for managing todo lists, checking weather, and accessing user in…
C 68 55 78 41 35 80 100
8925
arthurcolle
Substack MCP Server Claim 1
Enables AI tools to programmatically manage Substack content, including creatin…
C 68 55 90 74 N/A 24 90 39
8926
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 55 72 61 30 76 92
8927
moonraker46
sql2odata-mcp Claim 1
An MCP server that translates SQL statements into OData v4 query syntax, suppor…
C 68 55 55 55 53 82 95
8928
nicobailon
Allows LLM tools like Claude Desktop and Cursor AI to access and summarize code…
C 68 55 72 72 24 81 80
8929
madhusudan992844-alt
A Cloudflare Workers-based MCP server that enables secure remote connections us…
C 68 55 60 68 30 78 97
8930
Jake-loranger
Enables interaction with the Algorand blockchain network including account mana…
C 68 55 78 100 23 81 40
8931
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
8932
YeomYuJun
Manages knowledge graph data synchronized with GitHub repositories, enabling re…
C 68 55 86 63 45 81 56
8933
jilio
An MCP server that enables AI agents to retrieve and analyze error reports from…
C 68 55 39 71 50 83 98
8934
sienyaa
MCP SubMatcher Claim 2
An MCP server that automatically renames local subtitle files to match correspo…
C 68 54 65 53 N/A 47 87 85
8935
BhavinPatel04
Weather MCP Server Claim
Provides access to National Weather Service (NWS) data, enabling users to retri…
C 68 55 68 100 42 81 37
8936
namp10010
Notes MCP Server Claim
A local note-taking server that provides intelligent management of markdown fil…
C 68 54 84 28 N/A 38 90 91
8937
ctoouli
MCP Stock Market Claim
A Model Context Protocol tool that retrieves daily stock market data for any st…
C 68 55 66 100 38 81 43
8938
sdi2200262
eClass MCP Server Claim 1
An MCP server that enables AI agents to authenticate with and interact with Ope…
C 68 55 75 63 37 76 79
8939
michaelwaves
Notion MCP Server Claim
Enables interaction with Notion workspaces through the Notion API. Supports cre…
C 68 55 78 100 22 81 40
8940
NimbleBrainInc
Bash MCP Server Claim 1
An MCP server that enables the execution of arbitrary bash commands and returns…
C 68 55 59 58 63 69 94
8941
kailashAppDev
Integrate Figma's powerful design capabilities into your applications. Leverage…
C 68 55 66 66 N/A 28 82 89
8942
jimpick
A Model Context Protocol server that allows creation and management of multiple…
C 68 55 69 56 30 78 98
8943
felipecararo
Provides weather information for the United States through the Model Context Pr…
C 68 54 54 61 N/A 27 94 100
8944
mattlemmone
Expo MCP Server Claim 1
A Model Context Protocol server that provides development and debugging tools f…
C 68 54 59 57 N/A 23 95 100
8945
fireproof-storage
Fireproof ledger database with multi-user sync
C 68 55 80 50 25 80 96
8946
runninghare
A Model Context Protocol server that helps AI code editors locate TypeScript sy…
C 68 55 75 57 27 78 91
8947
sanliunanjue
A TypeScript-based MCP server that implements a simple notes system, allowing u…
C 68 55 84 95 N/A 23 95 17
8948
cdepool
Enables management of ride-sharing operations including searching for available…
C 68 55 72 58 27 81 93
8949
Tytt
Enables AI assistants to manage Zentao bugs, requirements, and test cases throu…
C 68 55 72 66 34 76 83
8950
oxgeneral
Tolk MCP Server Claim 2
MCP server for the Tolk smart contract compiler. Compile, validate, and explore…
C 68 54 57 60 N/A 32 92 94
Showing 8901–8950 of 57597 servers
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