MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9051
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
9052
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
9053
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
9054
hyojun6
Searches for official documentation using Naver Search API and filters results …
C 68 55 80 53 26 78 91
9055
JamesANZ
prediction-market-mcp Claim 1
An MCP server that provides real-time prediction market data from multiple plat…
C 68 55 51 61 57 82 94
9056
x51xxx
A TypeScript implementation of a Model Context Protocol server that provides ma…
C 68 55 60 58 37 81 100
9057
Kush36Agrawal
Enables video editing using natural language commands powered by FFmpeg, suppor…
C 68 54 78 45 N/A 21 95 89
9058
matthewdcage
A Model Context Protocol (MCP) server for Cursor IDE that simplifies the instal…
C 68 55 66 100 53 81 32
9059
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
9060
David-mo
Connects AI assistants to Facebook's Ads API to enable natural language queries…
C 68 55 82 46 22 81 96
9061
kongyo2
Discord Webhook MCP Claim 1
A Model Context Protocol server that enables LLMs to send, edit, and delete Dis…
C 68 55 51 61 73 82 78
9062
idsts2670
Alpaca MCP Server Claim
Enables natural language trading operations through AI assistants using Alpaca'…
C 68 55 72 42 50 78 99
9063
seanivore
mcp-file-preview Claim 1
MCP server for HTML file preview and analysis - Has been weird with OS but good…
C 68 55 75 75 N/A 48 95 37
9064
dbiswal3942-ctrl
Enables AI assistants to safely perform actions on your computer including file…
C 68 54 54 72 N/A 29 84 97
9065
Ryan0204
github-repo-mcp Claim 1
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore di…
C 68 55 66 66 51 80 72
9066
memoryosscom
memoryOSS Claim
Persistent long-term memory for AI agents. Local proxy + MCP memory layer for C…
C 68 55 90 0 79 80 98
9067
latecheckout
Enables content generation and style application using Jasper AI's marketing pl…
C 68 55 60 66 29 81 98
9068
nicholmikey
An MCP server that provides tools for interacting with Chrome through its DevTo…
C 68 55 57 62 43 81 97
9069
tracymacding
StarRocks MCP Server Claim 1
An implementation of the Model Context Protocol that provides AI clients with i…
C 68 55 84 100 29 81 26
9070
samgwd
DiSH MCP Server Claim
Enables interaction with the DiSH room booking platform to search availability,…
C 68 54 76 43 N/A 29 92 90
9071
usensedata
Usense Data API now supports the MCP protocol, enabling easy enterprise data ac…
C 68 55 64 65 24 81 99
9072
Opti-kjh
Palette MCP Claim
Converts Figma designs to React/Vue code using existing Design System component…
C 68 55 72 68 58 81 54
9073
block
Square MCP Server Claim
A server that enables interaction with Square's API via Goose, supporting queri…
C 68 55 80 38 59 80 80
9074
balinux
Provides weather information through the Model Context Protocol, fetching real-…
C 68 55 72 61 30 76 92
9075
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
9076
madhusudan992844-alt
A Cloudflare Workers-based MCP server that enables secure remote connections us…
C 68 55 60 68 30 78 97
9077
MinecraftCodeFoundary
Connects AI agents to Minecraft servers via RCON to execute commands, monitor l…
C 68 55 66 46 46 80 99
9078
tositon
OpenDeepSearch Claim
A research tool that performs comprehensive, in-depth research on complex topic…
C 68 55 84 46 38 81 84
9079
rugvedp
Twitter Marketing MCP
C 68 55 66 62 34 81 90
9080
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
9081
TORIFUKUKaiou
Enables counting characters or bytes in text with options to include or exclude…
C 68 54 48 65 N/A 40 95 92
9082
DocHatty
Searches real developer solutions from Stack Overflow, Reddit, GitHub issues, a…
C 68 55 72 48 42 81 91
9083
spartanz51
imagegen-mcp Claim 1
MCP server that wraps OpenAI's image generation and editing APIs, enabling text…
C 68 54 57 66 N/A 28 95 88
9084
NOVA-3951
Enables searching for company logos by brand name and retrieving customizable l…
C 68 55 60 68 26 81 100
9085
jsonallen
A collection of Laravel helper tools for integration with Cursor IDE, providing…
C 68 54 72 36 N/A 43 87 98
9086
andrewstephenson-v1
Azure Assistant MCP Claim 2
Enables natural language exploration of Azure environments by generating and ex…
C 68 55 68 91 36 80 51
9087
FreeRiverHouse
AbletonMCP Claim
Connects Ableton Live to Claude AI via the Model Context Protocol for prompt-as…
C 68 54 66 35 N/A 48 90 100
9088
davidkingzyb
SCAST MCP Server Claim 1
Converts code into UML diagrams and flowcharts through static analysis, enablin…
C 68 55 72 58 49 71 86
9089
Abeautifulsnow
A Model Context Protocol (MCP) server that provides read-only TDengine database…
C 68 55 68 36 62 81 97
9090
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
9091
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
9092
VectorInstitute
MCP Goodnews Claim 1
A Model Context Protocol server that fetches and ranks positive news articles f…
C 68 55 51 57 70 81 89
9093
MR901
mcp-plots Claim 1
MCP server for data visualization with Mermaid charts.
C 68 54 69 38 N/A 55 95 84
9094
howmanysmall
An MCP server for searching, inspecting, and evaluating NPM packages through he…
C 68 55 45 55 69 81 100
9095
tatn
A Model Context Protocol server that provides web content fetching and conversi…
C 68 55 63 51 40 81 100
9096
hoihosick
Enables forensic analysis of Windows notification databases (wpndatabase.db) fr…
C 68 54 72 53 N/A 21 90 91
9097
nftechie
AI-powered multisport coaching — workouts, training plans, and performance anal…
C 68 54 72 41 N/A 43 83 97
9098
efforthye
Advanced filesystem operations with large file handling capabilities and Claude…
C 68 64 100 60 0 69 87 96
9099
codewithmsunke
MCP Math Server Claim
Provides basic mathematical operations including arithmetic, square root, and n…
C 68 55 66 55 29 84 99
9100
JovanHsu
Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…
C 68 55 60 55 52 80 92
Showing 9051–9100 of 67197 servers
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