MCP Server Quality Scores

Independent quality analysis of 57580 public MCP servers

57580
Discovered
29844
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9751
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 55 79 38 38 81 90
9752
bedro96
Enables sending and receiving emails through SMTP, IMAP, and POP3 protocols wit…
C 66 55 54 55 51 80 94
9753
JosefGold
Enables agents to convert text to speech using OpenAI's TTS models with voice s…
C 66 54 66 40 N/A 34 95 92
9754
AgentsWorkingTogether
mcp-sleep Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 55 90 22 41 81 90
9755
shengchao73
Meme MCP Server Claim 2
A Model Context Protocol server for managing, searching, and retrieving local m…
C 66 54 65 56 N/A 42 90 71
9756
aahl
AkTools MCP Server Claim 1
MCP Server for stock and crypto
C 66 55 47 100 N/A 76 95 12
9757
Sunwood-ai-labs
A Model Context Protocol server that allows secure execution of pre-approved co…
C 66 55 69 100 N/A 44 87 17
9758
baryhuang
A Model Context Protocol server that enables Claude to execute Python code usin…
C 66 55 79 40 42 81 84
9759
seynurmammad0v
Obsidian MCP Claim
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
C 66 54 88 0 N/A 57 89 99
9760
suthio
An MCP server that enhances Brave Search results by using Puppeteer to extract …
C 66 55 69 58 21 81 91
9761
orkuhh
Provides real-time Linux system monitoring for CPU load, memory usage, disk spa…
C 66 54 80 27 N/A 37 82 100
9762
Alvinnn1
TinyPNG MCP Server Claim
Enables batch image compression and resizing using the TinyPNG API. Supports PN…
C 66 55 54 72 24 81 89
9763
v9rt3x
CS2 RCON MCP Server Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 55 61 41 48 81 100
9764
luxiaolei
Tiger MCP Claim
Enables trading and market analysis through Tiger Brokers API integration. Prov…
C 66 55 72 38 46 81 93
9765
Futuretechaiguy
A Model Context Protocol server that helps users create, validate, manage, and …
C 66 55 81 75 43 81 37
9766
BobGod
A Model Context Protocol server that enables AI tools to automatically publish …
C 66 54 45 73 N/A 48 90 75
9767
jainsourabh2
Enables trading operations on Zerodha platform through natural language, suppor…
C 66 55 68 40 42 80 99
9768
ridrisa
Odoo-MCP Claim 1
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
C 66 55 72 38 45 78 95
9769
strangetoucan
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
C 66 55 68 43 37 81 97
9770
IONIS-AI
ionis-mcp Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
C 66 54 72 28 N/A 38 95 91
9771
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
9772
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
9773
volticscontent
Enables interaction with multiple Shopify stores simultaneously through the Sto…
C 66 55 60 60 29 82 90
9774
yy1588133
Code Merge MCP Claim 1
A Model Context Protocol server that helps large language models process code r…
C 66 55 57 100 43 81 37
9775
hamen
Android MCP Claim
Enables interaction with Android devices and emulators through ADB, allowing co…
C 66 55 66 82 N/A 29 95 42
9776
OriShmila
Enables checking domain availability and pricing using the GoDaddy OTE API, sup…
C 66 54 72 46 N/A 21 95 85
9777
JoeDupuis
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
C 66 55 60 68 24 81 90
9778
mateusdata
A TypeScript-based MCP server that enables users to interact with Prometheus me…
C 66 55 66 60 28 80 90
9779
dealfluence
adeu Claim
Automated DOCX Redlining Engine
C 66 54 60 23 N/A 70 95 90
9780
bobby169
A Model Context Protocol server that provides current weather forecasts for spe…
C 66 54 45 60 N/A 28 94 100
9781
Alec2435
Provides an interactive Python REPL environment that maintains persistent sessi…
C 66 54 86 22 N/A 23 95 93
9782
OpalDecisionSciences
Provides intelligent OpenAI API token management with automatic switching betwe…
C 66 55 78 91 21 81 37
9783
I-CAN-hack
pdf-mcp Claim 1
An MCP server for reading, rendering, and searching PDF files, specifically opt…
C 66 54 49 47 N/A 52 90 96
9784
teddylee777
An open-source MCP server that provides applications like Cursor, Windsurf, and…
C 66 54 68 31 N/A 46 95 91
9785
vinsidious
Whodis MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to check domain name…
C 66 55 51 63 36 82 94
9786
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 55 60 75 56 80 55
9787
khgs2411
Memvid MCP Server Claim
Enables AI agents to use persistent, file-based memory through Memvid, supporti…
C 66 54 54 60 N/A 32 89 92
9788
tengmmvp
Enables AI image generation through Volcano Engine's Seedream 4.0 API, supporti…
C 66 55 62 46 72 81 75
9789
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
9790
isaacwasserman
mcp-vegalite-server Claim 1
Generate visualizations from fetched data using the VegaLite format and rendere…
C 66 54 78 45 N/A 26 77 96
9791
Mars23003
A streamlined MCP server designed for querying on-call runbooks through an opti…
C 66 55 72 53 24 80 93
9792
asadudin
gdrive mcp capable of upload
C 66 55 78 46 19 81 97
9793
sifue
Enables access to ZEN University's syllabus content through MCP implementation,…
C 66 54 54 58 N/A 24 92 96
9794
jon2allen
Enables execution of shell commands, directory navigation, and interactive prog…
C 66 54 58 36 N/A 45 95 94
9795
EgorKluch
LAML MCP Server Claim 1
Enables loading and accessing LAML (YAML-based markup language) documents from …
C 66 55 54 100 N/A 26 95 40
9796
fasuizu-br
AI-powered speech tools: pronunciation assessment with phoneme-level feedback, …
C 66 55 66 32 60 81 93
9797
baranwang
Trends Hub Claim 3
A MCP server that aggregates hot trends and rankings from various Chinese websi…
C 66 55 53 74 67 80 58
9798
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 55 68 38 43 81 100
9799
mandoline-ai
Enables AI assistants to reflect on, critique, and continuously improve their p…
C 66 66 96 68 0 58 81 95
9800
AlexW00
A Model Context Protocol server that enables interaction with Helm charts on Ar…
C 66 55 53 100 50 81 41
Showing 9751–9800 of 57580 servers
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