MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7651
saoqixiaomm
Yuque MCP Server Claim
Enables access to Yuque (语雀) documentation through cookie-based authentication,…
B 70 54 60 71 N/A 23 95 90
7652
santoshray02
csv-editor Claim
Stateful CSV editing MCP server for AI assistants — sessions, undo/redo, auto-s…
B 70 55 60 82 N/A 73 81 56
7653
jonradoff
lightcms Claim
AI-native CMS with 72 MCP tools for managing websites through natural language.…
B 70 54 64 40 74 81 98
7654
chris-enea
Enables text manipulation in Adobe InDesign documents via Claude Desktop by pro…
B 70 54 78 48 N/A 16 95 98
7655
hanweiit007
HotNews MCP Server Claim 1
Provides real-time hot trending topics and heat indices from nine major Chinese…
B 70 55 78 87 41 82 51
7656
ibm-ecm
Enables AI agents to interact with IBM FileNet Content Manager for document and…
B 70 55 78 36 73 81 86
7657
RuoJi6
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
B 70 55 63 68 52 80 86
7658
sugarforever
amap-mcp-server Claim
高德地图MCP Server,支持stdio, sse和streamable-http
B 70 55 62 41 N/A 79 82 94
7659
v4lheru
generic-mcp-server Claim 1
A framework to use with AI to easily create a server for any service. Just drop…
B 70 54 66 61 N/A 24 92 100
7660
Ankluna72
Provides advanced mathematical utilities including basic arithmetic, statistica…
B 70 55 72 55 43 83 92
7661
Caue397
Enables LLMs to read, create, and manage Google Calendar events through a stand…
B 70 55 78 75 20 77 87
7662
pepperfm
A generic MCP server that exposes local repository checkouts, allowing users to…
B 70 54 66 61 N/A 32 90 92
7663
1595901624
QRCode_MCP Claim 1
An MCP server that generates customizable QR codes with options for size, color…
B 70 54 51 61 N/A 46 94 100
7664
parmarjh
Converts various file formats (PDF, Word, PowerPoint, Excel, images, audio, HTM…
B 70 55 60 68 42 82 94
7665
reverb256
Enables AI assistants to generate videos from text prompts and images by interf…
B 70 55 82 58 27 81 91
7666
gkydev
A Model Context Protocol server that enables AI assistants to interact with Twi…
B 70 55 77 63 19 81 100
7667
LGDiMaggio
MCP server for Motor Current Signature Analysis — fault detection in electric m…
B 70 54 75 25 N/A 71 95 90
7668
zhongmingyuan
mcp-my-mac Claim
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
B 70 55 54 74 N/A 36 95 84
7669
fjing1
Enables AI-powered natural language stock market queries with real-time data fr…
B 70 55 86 51 19 81 99
7670
pronet-systems
TANSS MCP Server Claim
Enables AI assistants to interact with the TANSS ticket management system throu…
B 70 55 92 57 24 81 80
7671
wubbyweb
A simple server that enables AI models to send WhatsApp messages via the Twilio…
B 70 55 78 71 16 80 92
7672
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7673
deepsuthar496
Figma MCP Server Claim 1
A Model Context Protocol server that integrates with Figma's API, allowing inte…
B 70 55 75 65 21 81 96
7674
atsuki-sakai
An MCP server that enables multi-provider AI collaboration using models like De…
B 70 55 69 72 47 74 82
7675
Sheshiyer
DeepSeek MCP Server Claim 1
Provides code generation and completion capabilities using the DeepSeek API, wi…
B 70 55 84 66 17 81 87
7676
dflatline
HopperPyMCP Claim
A FastMCP server plugin for the Hopper disassembler that enables AI assistants …
B 70 54 80 36 N/A 34 95 98
7677
suthio
Redash MCP Server Claim 1
Model Context Protocol (MCP) server that integrates Redash with AI assistants l…
B 70 55 84 62 61 80 57
7678
Nexus-Digital-Automations
Crawl4AI MCP Server Claim 1
A Model Context Protocol server that provides web scraping capabilities, enabli…
B 70 55 45 100 25 81 93
7679
dbono711
Enables AI-powered network automation through natural language interactions wit…
B 70 55 78 43 47 81 100
7680
zhangzhongnan928
A versatile Model Context Protocol server that enables AI assistants to manage …
B 70 55 90 47 20 80 98
7681
ejcho623
agent-breadcrumbs Claim
Unified agent work logging and observability across ChatGPT, Claude, Cursor, Co…
B 70 55 86 36 56 82 88
7682
imax09-wq
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that allows applications …
B 70 55 78 42 60 81 89
7683
swairshah
Zotero MCP Server Claim
A server that enables MCP clients like Anthropic Claude App to interact with lo…
B 70 54 78 41 N/A 45 88 94
7684
expenselm
expenselm-mcp-server Claim 1
An MCP server that provides access to your expense data on ExpenseLM.
B 70 54 65 72 N/A 27 81 98
7685
limosa-io
SCIM MCP Server Claim 1
An MCP server that connects to SCIM 2.0 APIs, enabling MCP clients to manage SC…
B 70 55 57 71 48 81 94
7686
Scofieldkoh
Todoist MCP Claim
Enables LLMs to interact with Todoist task management platform through its API,…
B 70 55 60 61 49 81 100
7687
Iceeeeec
MCP MySQL Server Claim
Enables AI assistants to safely query MySQL databases with read-only access by …
B 70 55 78 58 39 81 86
7688
o6-webwork
Connects local LLMs to external tools (calculator, knowledge base) via MCP prot…
B 70 55 66 65 41 76 100
7689
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 55 78 100 N/A 18 95 36
7690
waimakers
Veo 3.1 MCP Server Claim 1
Enables high-quality AI video generation using Google's Veo 3.1 model for text-…
B 70 55 78 68 24 80 89
7691
ghively
Any-API MCP Server Claim
A configurable MCP server that adapts any HTTP API into an MCP toolset with gen…
B 70 55 72 75 22 81 89
7692
sangokp
mcp-toolselect Claim 1
An MCP server that recommends specific tools for tasks by learning from usage p…
B 70 54 71 47 N/A 42 92 92
7693
sparxHub
An advanced Model Context Protocol server for Make.com that enables intelligent…
B 70 55 78 65 18 80 97
7694
icraft2170
YouTube MCP Server Claim
Enables AI language models to interact with YouTube content through a standardi…
B 70 55 60 72 32 81 98
7695
508364
Enables real-time weather queries for 400+ cities in China through the Senivers…
B 70 55 68 66 40 81 88
7696
Juzisuan965
Apifox MCP Server Claim
Enables AI assistants to fetch and understand API endpoint definitions from Api…
B 70 55 60 70 64 78 80
7697
630156145
A JavaScript ES Modules server that provides weather information including aler…
B 70 55 68 72 43 80 80
7698
desamtralized
A Model Context Protocol server that enables remote management of Android devic…
B 70 55 63 100 N/A 41 95 38
7699
prsantos-com
AirNow MCP Server Claim
A Model Context Protocol implementation that enables LLMs to access real-time, …
B 70 55 62 66 45 81 91
7700
RhombusSystems
Rhombus MCP Server Claim
Enables AI assistants to interact with Rhombus physical security systems, provi…
B 70 55 60 66 37 82 99
Showing 7651–7700 of 66475 servers
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