MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11351
Linzo99
A MCP client for browser-use
C 63 54 50 66 N/A 27 92 74
11352
eva-wanxin-git
Provides comprehensive Windows system control including file operations, proces…
C 63 55 72 83 N/A 21 95 27
11353
TheseHandsAreSpiders
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 82
11354
AnoRebel
MCP ToDo Server Claim
A production-ready Model Context Protocol server for managing tasks and todos w…
C 63 55 64 33 39 80 99
11355
janwilmake
With-MCP Claim
Middleware that converts a serverless handler with OpenAPI spec into an MCP end…
C 63 54 82 42 N/A 48 95 39
11356
karimQuant
ibapi-mcp-server Claim
This project creates a middleware server that connects to Interactive Brokers G…
C 63 54 66 31 N/A 25 90 99
11357
chry8822
A minimal, production-ready TypeScript template for building Model Context Prot…
C 63 55 60 100 43 81 16
11358
HermanErKu
Enables users to view and create events in their iCloud Calendar using natural …
C 63 55 68 40 21 81 95
11359
ryoooo
NijiVoice-MCP Claim 2
An MCP server that enables LLMs to access the NijiVoice API for text-to-speech …
C 63 55 45 71 41 81 75
11360
hteek
Serverless MCP Claim
A serverless implementation of the Model Context Protocol that provides AWS Cos…
C 63 64 86 67 0 32 95 89
11361
mcpmessenger
Exposes LangChain agent capabilities through the Model Context Protocol, enabli…
C 63 55 78 71 36 81 36
11362
ttjslbz001
AKShare MCP Server Claim 2
A Model Context Protocol server that enables Claude Desktop to access and analy…
C 63 55 63 55 23 81 83
11363
Azure-Samples
An MCP server that provides weather information like forecasts and alerts for U…
C 63 55 63 37 29 81 100
11364
R-lz
MCP Video Digest Claim
A service that extracts and transcribes audio content from videos across 1000+ …
C 63 55 60 42 40 81 89
11365
AdarshChaudhary03
A demonstration MCP server that provides a simple addition tool for learning ho…
C 63 55 62 82 N/A 23 95 39
11366
mchlkim
Enables users to monitor and query Zabbix infrastructure through natural langua…
C 63 55 66 73 24 81 58
11367
juancsanchez
Alegra MCP Server Claim 1
A Model Context Protocol server that enables LLMs to securely interact with Ale…
C 63 55 51 100 27 81 43
11368
razvan1326
Provides AI tutoring capabilities for Romanian police academy entrance exam pre…
C 63 66 96 68 0 37 81 88
11369
dabidstudio
Enables extraction of transcripts, keyword-based video search with metadata ret…
C 63 55 54 37 51 77 100
11370
itsuzef
REAPER MCP Server Claim 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
C 63 55 67 74 N/A 25 95 40
11371
pancakesniperbot
A deployment solution for a remote Model Context Protocol server on Cloudflare …
C 63 55 48 65 26 84 85
11372
fred-drake
Gmail MCP Server Claim
Provides access to Gmail functionalities including listing unread emails, searc…
C 63 55 60 43 27 81 99
11373
qy527145
Acemcp Claim
Enables semantic code search across codebases with automatic incremental indexi…
C 63 66 86 63 0 55 81 91
11374
zpg6
A serverless solution for deploying Model Context Protocol (MCP) servers on Clo…
C 63 55 48 67 26 84 86
11375
structured-world
GitLab MCP server with 44 tools for projects, MRs, pipelines, and more
C 63 64 92 42 0 87 83 86
11376
shuakami
mcp-download Claim
📥 MCP Download Tool - AI-powered file download manager | 基于 MCP 的智能下载管理工具
C 63 55 64 82 N/A 22 95 34
11377
CorantGmbH
air-Q Claim 1
MCP server for direct HTTP communication with air-Q air quality sensor devices
C 63 64 73 48 0 81 90 96
11378
pipeworx-io
dns Claim
DNS MCP — DNS and network lookup tools
C 63 55 90 0 47 81 97
11379
Traia-IO
ICON mcp v105 Claim
Enables AI agents and LLMs to interact with the ICON mcp v105 API through stand…
C 63 55 68 46 24 80 91
11380
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11381
BACH-AI-Tools
jieba-mcp Claim
Enables Chinese text segmentation using the jieba library with support for prec…
C 63 55 42 57 42 84 90
11382
marcusbai
彩云天气 Claim 1
查询实时天气数据、降水预报和天气预警信息。获取准确的天气信息,帮助您做出更好的出行和活动决策。支持多种语言和单位制选择,满足不同用户的需求。
C 63 55 57 58 N/A 23 81 88
11383
crewAIInc
this is my first mcp
C 63 54 66 22 N/A 36 95 91
11384
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11385
puran-water
An intelligent MCP server for the automated design and sizing of aerobic biolog…
C 63 55 84 26 30 81 85
11386
cnych
Backlinks MCP Claim 1
A MCP server for retrieving backlink information for any domain(SEO).
C 63 55 57 37 47 80 97
11387
ahmad2x4
Seq MCP Server Claim
The Seq MCP Server enables interaction with Seq's API endpoints for logging and…
C 63 55 66 82 48 81 27
11388
monuit
Enables AI assistants to access Oura Ring health data including sleep, readines…
C 63 66 84 68 0 45 82 100
11389
ZhipingYang
FFS MCP Server Claim 1
An MCP server for managing RingCentral's Feature Flag Service (FFS) that enable…
C 63 55 45 58 27 81 100
11390
zwldarren
Provide access to Chinese stock market data including historical prices, real-t…
C 63 66 76 61 0 78 81 92
11391
ServiceStack
Dynamically creates an MCP server from ServiceStack API metadata configuration …
C 63 66 92 67 0 41 81 94
11392
Traia-IO
Nager MCP v101 Claim 1
An MCP server that provides access to the Nager.Date API for retrieving public …
C 63 54 53 43 N/A 27 92 99
11393
Barath2812
Enables LLMs to extract content from websites using automated static and dynami…
C 63 54 54 55 N/A 18 90 90
11394
giridhxr
Enables management of user health profiles with capabilities to list, retrieve,…
C 63 55 50 58 25 81 94
11395
mistral-mcp-hackathon
Team MCP Server Claim
Provides team information retrieval capabilities through HTTP streaming transpo…
C 63 55 62 31 45 81 95
11396
CharTyr
STS2-Agent Claim
杀戮尖塔2的MOD,将杀戮尖塔2的游戏状态与操作暴露为本地 HTTP API 包装成 MCP Server,供支持 MCP 的AI客户端直接调用
C 63 54 72 0 N/A 59 89 99
11397
ruska-ai
MCPServe Claim
A simple MCP Server with Shell Execution capabilities that can be connected to …
C 63 55 62 41 36 74 100
11398
RodrigoUC
Docker MCP Server Claim 2
An MCP server that enables managing Docker containers through natural language …
C 63 54 57 47 N/A 30 82 96
11399
gbti-network
A Node.js-based MCP server implementing JSON-RPC 2.0, allowing users to generat…
C 63 54 96 30 N/A 17 94 61
11400
sunsetcoder
A Claude Desktop MCP server that helps you track flights in real-time using Fli…
C 63 66 92 68 0 48 76 88
Showing 11351–11400 of 30006 servers
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