MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11401
FaureAlexis
A TypeScript server that allows AI agents to access, retrieve, and analyze Sent…
C 63 55 58 57 19 82 91
11402
finack
Provides aviation weather information through a Model Context Protocol server, …
C 63 55 68 82 40 81 30
11403
brienhackney
Enables AI agents to create and manage Kibana dashboards, Lens visualizations, …
C 63 66 78 46 47 25 78 93
11404
ZiQiangWang
mcp-weather Claim
get weather
C 63 54 36 61 N/A 19 94 100
11405
Zeyneptncr
A system that manages person records through natural Turkish language commands …
C 63 54 44 57 N/A 23 95 92
11406
dreamwithrua
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 54 60 58 N/A 26 95 66
11407
mcpc-tech
mcpc Claim
Build agentic-MCP servers by composing existing MCP tools.
C 63 66 84 60 0 69 82 90
11408
PetrefiedThunder
mcp-fred Claim 1
An MCP server that wraps the Federal Reserve Economic Data (FRED) API, providin…
C 63 55 45 63 37 82 89
11409
ReGenNow
regennexus-uap Claim
Universal Adapter Protocol for controlling robots, IoT devices, and hardware fr…
C 63 64 96 55 0 43 89 94
11410
nicolasmosquerar
A read-only Kubernetes MCP server that enables developers to inspect app status…
C 63 55 64 47 24 76 95
11411
anbeime
A tool that deploys an authentication-free Model Context Protocol server on Clo…
C 63 55 48 68 26 84 85
11412
cmc12138
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
C 63 54 78 31 N/A 32 95 71
11413
vlad-ds
Street View MCP Claim
A server that enables AI models to fetch and display Google Street View imagery…
C 63 55 76 40 24 81 86
11414
zwldarren
Provide access to Chinese stock market data including historical prices, real-t…
C 63 66 76 61 0 78 81 92
11415
chry8822
A minimal, production-ready TypeScript template for building Model Context Prot…
C 63 55 60 100 43 81 16
11416
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
11417
yzfly
arxiv-mcp-server Claim
🔬 ArXiv论文智能解读助手 - Arxiv-MCP-Server, 支持MCP协议的学术论文一键下载、解析、翻译为中文,并生成微信公众号文章格式
C 63 64 84 67 0 44 95 88
11418
da1y
A Model Context Protocol server that enables LLMs to interact with Elasticsearc…
C 63 55 63 52 20 80 91
11419
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
11420
vinaykp
A server implementation of the Model Context Protocol (MCP) that provides REST …
C 63 54 54 37 N/A 23 95 100
11421
thejens
Lyngdorf MCP Server Claim 1
Controls Lyngdorf Audio devices (TDAI, MP, CD series) via TCP with automatic de…
C 63 66 90 77 0 31 81 94
11422
b48f8f5xg2-blip
Enables secure execution of shell commands through a dynamic approval system th…
C 63 54 62 27 N/A 39 95 93
11423
sourcefuse
A Model Context Protocol server that enables generating and managing Robot Fram…
C 63 55 45 82 N/A 45 95 44
11424
maccam912
searxng-mcp-server Claim
A TypeScript-based MCP server for SearXNG that allows users to create and summa…
C 63 54 54 30 N/A 43 92 96
11425
sandst1
A FastMCP server that creates a virtual MIDI output port, allowing LLMs to gene…
C 63 54 66 38 N/A 18 95 90
11426
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11427
dataforseo
DataForSEO MCP Server Claim 3
A Model Context Protocol server that enables Claude to interact with DataForSEO…
C 63 55 65 70 54 80 38
11428
wannabidr
A local Retrieval-Augmented Generation system that enables users to ingest mark…
C 63 54 60 36 N/A 29 90 97
11429
Tencent
A server based on MCP protocol that allows large language models to directly ac…
C 63 55 66 100 33 81 20
11430
crewAIInc
this is my first mcp
C 63 54 66 22 N/A 36 95 91
11431
matthewdcage
A standalone Model Context Protocol server that enables AI models to access the…
C 63 66 96 67 0 36 81 91
11432
rooking-oss
Provides Japanese postal code to address lookup functionality that can be integ…
C 63 55 54 40 39 81 100
11433
WGalyean50
Enables AI-powered analysis of sales call transcripts through natural language …
C 63 54 66 27 N/A 26 95 94
11434
CalcsLive
CalcsLive MCP Server Claim 1
Enables AI agents to perform unit-aware engineering calculations with automatic…
C 63 66 90 65 0 55 80 89
11435
akaiserg
MCP Memory Tracker Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 54 62 30 N/A 23 95 100
11436
AsyncFuncAI
github-chat-mcp Claim 1
A Model Context Protocol (MCP) for analyzing and querying GitHub repositories u…
C 63 55 55 37 N/A 46 86 91
11437
namtran
diskcleankit-mcp Claim 1
MCP server for DiskCleanKit - One Touch Scan and Clean for Mac
C 63 64 75 61 0 52 95 97
11438
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11439
godzeo
MCP HTTP Requests Claim
A comprehensive HTTP client MCP server for security testing, API testing, and w…
C 63 55 66 31 40 81 98
11440
DanielRSnell
PostgreSQL MCP Server Claim 1
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
C 63 55 72 50 16 71 97
11441
renCosta2025
Get up-to-date, version-specific documentation and code examples from official …
C 63 66 84 72 0 50 81 91
11442
sw-jooyeon
A tool that helps users easily register Anthropic's Model Context Protocol in C…
C 63 55 72 30 41 81 89
11443
bamwor-dev
bamwor-mcp-server Claim
World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and …
C 63 66 66 75 0 59 82 100
11444
aqibqureshi786
Enables natural language interaction with FastAPI applications through Google's…
C 63 55 54 56 19 81 96
11445
n8n-io
n8n Claim
Fair-code workflow automation platform with native AI capabilities. Combine vis…
C 63 66 96 57 0 72 83 74
11446
carlosrm22
This MCP server provides comprehensive read and write access to Google Classroo…
C 63 55 66 45 25 80 89
11447
PHOENIXxXTM
Weather MCP Server Claim
Provides real-time weather data including temperature, humidity, and conditions…
C 63 54 62 30 N/A 24 94 99
11448
owanio1992
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 81
11449
zzuse
An MCP server that enables users to compile C++ code and retrieve assembly outp…
C 63 55 57 57 25 82 89
11450
FacuPVe
MCP Weather Server Claim
A demonstration MCP server created for learning purposes, allowing Claude AI to…
C 63 54 56 50 N/A 19 95 88
Showing 11401–11450 of 50103 servers
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