MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6651
Prajapdh
Provides comprehensive Google Sheets integration for creating, reading, updatin…
B 71 55 78 67 21 78 100
6652
huntkil
An MCP (Model Context Protocol) server for efficiently managing Markdown docume…
B 71 54 80 51 N/A 18 95 99
6653
yuque
Yuque MCP Server Claim 2
MCP server for Yuque (语雀) that exposes your knowledge base to AI assistants thr…
B 71 54 69 68 65 67 88
6654
dave-wind
mysql-mcp-server Claim
B 71 54 86 58 N/A 45 87 67
6655
oscal-compass
Trestle MCP Claim 2
MCP server to easily use compliance-trestle for OSCAL compliance workflows from…
B 71 54 57 61 N/A 52 92 91
6656
nanameru
Search MCP Claim 1
Enables web search capabilities through the Brave Search API, including web sea…
B 71 55 78 68 26 82 90
6657
dasein108
Cyb MCP Server Claim 1
An MCP server that enables AI agents to interact with the Cyber decentralized k…
B 71 54 63 60 N/A 39 95 92
6658
vectara
vectara-mcp Claim 1
An MCP server for accessing Vectara's trusted RAG-as-a-service platform.
B 71 55 65 46 68 82 97
6659
aixi134
mcp-meituan-ip Claim
A simple note storage system that allows creating, storing, and summarizing not…
B 71 54 78 55 N/A 48 92 78
6660
teomarcdhio
Proxmox MCP Server Claim
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
B 71 55 60 68 42 81 100
6661
code-rabi
Mews MCP Claim 1
This MCP server provides comprehensive access to the Mews hospitality platform …
B 71 55 84 82 40 81 54
6662
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
6663
nacgarg
A local MCP server that exposes Bazel build system functionality to AI agents, …
B 71 55 86 75 N/A 37 95 46
6664
anshika1109
An MCP server that provides real-time stock market data and price comparisons f…
B 71 55 79 56 27 82 100
6665
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
6666
royerlab
Napari MCP Server Claim
MCP server for remote control of napari viewers via Model Context Protocol, ena…
B 71 54 70 35 N/A 76 84 97
6667
hamid-vakilzadeh
XBRL-US MCP Server Claim
Provides secure access to XBRL-US financial data with session-based authenticat…
B 71 55 72 71 28 81 92
6668
AkM-2018
Enables querying Amazon Neptune databases and analytics graphs using openCypher…
B 71 55 66 82 44 82 75
6669
franccesco
Hex API MCP Server Claim
A server that allows AI assistants to access, view, run, and manage Hex project…
B 71 55 86 46 47 80 91
6670
ryanmat
logicmonitor Claim 2
LogicMonitor API integration with 167 tools for alerts, devices, dashboards, an…
B 71 64 100 66 0 84 85 98
6671
SmartManoj
telegram-bot-mcp Claim
Send messages and notifications to Telegram chats from your workflows. Deliver …
B 71 54 54 71 N/A 26 95 100
6672
r3xsean
bigread-mcp Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
B 71 54 66 52 N/A 50 92 95
6673
simplelocalize
Enables interaction with the SimpleLocalize API to manage translation keys, lan…
B 71 55 60 62 59 80 94
6674
Ripnrip
Gamifies your development environment with authentic Quake 3 Arena achievement …
B 71 55 78 67 34 81 87
6675
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
6676
hj1003862396
draw-flow-mcp-server Claim 1
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…
B 71 54 57 71 N/A 36 90 94
6677
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 54 57 73 N/A 31 92 98
6678
sniper35
Enables management of Verda Cloud GPU instances through Claude, allowing users …
B 71 55 60 82 24 81 99
6679
tejas-borate-wai
Provides real-time access to Material-UI component documentation, enabling user…
B 71 55 78 91 29 81 61
6680
raghavared
Enables AI assistants to manage Gmail through natural language, supporting oper…
B 71 55 66 71 40 76 99
6681
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 55 84 58 24 81 94
6682
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
6683
saarkia
A write-enabled extension for the official Braze MCP server that allows users t…
B 71 55 90 42 48 81 88
6684
Akungapaul
Enables management of WordPress posts and pages including creating, updating, d…
B 71 55 82 65 24 81 89
6685
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6686
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
6687
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
6688
sesopenko
mcp-base Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
B 71 54 76 36 N/A 51 92 100
6689
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
6690
vparlapalli490
An implementation that enables Claude to connect to ServiceNow instances, allow…
B 71 55 84 58 49 76 81
6691
puran-water
Provides AI agents with physics-based corrosion engineering calculations, from …
B 71 54 90 31 N/A 47 92 89
6692
jianchundev
Enables AI agents to access real-time Binance cryptocurrency market data includ…
B 71 55 60 68 50 82 93
6693
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
6694
CupOfOwls
Kroger MCP Server Claim
A FastMCP server that provides AI assistants like Claude with seamless access t…
B 71 55 88 41 50 81 92
6695
devbrother2024
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
B 71 55 66 72 29 81 98
6696
vlad-ds
Maccy Clipboard MCP Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 54 79 56 N/A 20 95 94
6697
tpavelek
MCP-Hub-MCP Server Claim
A hub server that connects to and manages other MCP servers, allowing users to …
B 71 55 66 100 49 81 47
6698
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 55 78 100 18 81 57
6699
woshizhouzhuo-ux
flomo-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
B 71 54 78 47 N/A 25 95 100
6700
jorekai
Provides access to Deutsche Bahn train timetables, station information, and sch…
B 71 55 78 100 45 81 39
Showing 6651–6700 of 58579 servers
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