MCP Server Quality Scores

Independent quality analysis of 50103 public MCP servers

50103
Discovered
29734
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11601
Geeksfino
kb-mcp-server Claim 1
An MCP server aimed to be portable, local, easy and convenient to support seman…
C 63 55 57 31 64 80 88
11602
Yoosu-L
Enables benchmarking of Large Language Model APIs by measuring performance metr…
C 63 66 96 60 0 41 81 94
11603
PhillipRt
Official implementation of Anthropic's 'think' tool that provides Claude with a…
C 63 55 54 50 25 84 95
11604
antegral
MMA MCP Server Claim
Enables users to search and query information about military service alternativ…
C 63 55 72 58 57 81 41
11605
QoutaID
QoutaMCP Claim
Enables inspection and analysis of project structures to detect languages, fram…
C 63 64 90 61 0 29 95 93
11606
Maxbleu
MCP Server F1Data Claim
Enables interaction with Formula 1 data through LLM interfaces like Claude. Pro…
C 63 54 62 32 N/A 63 77 88
11607
goperigon
Perigon MCP Server Claim
Enables access to comprehensive news data through the Perigon API, including se…
C 63 66 84 71 0 48 81 92
11608
jobinpjoseph707
An MCP server that enables AI agents to execute sandboxed JavaScript code to co…
C 63 54 85 38 N/A 32 89 59
11609
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 54 53 55 N/A 21 92 89
11610
Fadi88
Enables scraping and comparing pricing information for LLM inference services a…
C 63 54 58 43 N/A 24 95 89
11611
s2-streamstore
Official MCP server for the S2.dev serverless stream platform.
C 63 66 92 36 0 80 81 97
11612
professordnyc
Integrates Square sandbox catalog and orders management with voice commands (vi…
C 63 54 60 28 N/A 41 95 91
11613
tebinraouf
Enables control of Philips Hue lights through VS Code Copilot or Claude Desktop…
C 63 54 56 38 N/A 25 95 96
11614
asdasgusdas
A template for deploying an authentication-free MCP server on Cloudflare Worker…
C 63 55 48 68 24 84 86
11615
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
11616
DasBalvinderDas
Provides weather-aware travel planning tools that fetch 3-day forecasts and gen…
C 63 55 68 33 27 83 100
11617
TheseHandsAreSpiders
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 63 55 48 70 27 81 82
11618
Avi-141
Weft Claim
Enables AI assistants to access and search your local browsing knowledge graph …
C 63 54 66 28 N/A 27 95 92
11619
lars20070
Enables evaluating Wolfram Language code and retrieving Wolfram Engine version/…
C 63 54 41 32 N/A 59 95 99
11620
cayirtepeomer
Provides integration with Gerrit code review system, allowing AI assistants to …
C 63 55 66 46 30 81 85
11621
DarshanHegdeP
An autonomous agent ecosystem that leverages Groq for high-performance reasonin…
C 63 44 42 N/A N/A 30 95 83
11622
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
11623
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
11624
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 55 54 55 22 80 99
11625
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
11626
nikhilgy
A secure, local-first MCP server that enables users to query QuickBooks data su…
C 63 54 88 38 N/A 22 80 71
11627
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
11628
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
11629
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
11630
bswa006
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
C 63 55 73 82 25 81 38
11631
Pankhur
Public MCP Server Claim
A basic Model Context Protocol (MCP) server implementation that provides a foun…
C 63 55 62 82 N/A 23 95 39
11632
matthewdcage
A standalone Model Context Protocol server that enables AI models to access the…
C 63 66 96 67 0 36 81 91
11633
Tencent
A server based on MCP protocol that allows large language models to directly ac…
C 63 55 66 100 33 81 20
11634
nasoma
Enables users to manage airtime transactions through the Africa's Talking API, …
C 63 55 60 31 49 80 99
11635
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
11636
MilesCool
Provides an MCP server that allows large language models to access real-time an…
C 63 55 60 33 41 80 99
11637
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
11638
chris-schra
mcp-funnel Claim
MCP proxy that aggregates multiple servers with tool filtering and customization
C 63 54 66 37 N/A 61 95 57
11639
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
11640
sourcefuse
A Model Context Protocol server that enables generating and managing Robot Fram…
C 63 55 45 82 N/A 45 95 44
11641
b48f8f5xg2-blip
Enables secure execution of shell commands through a dynamic approval system th…
C 63 54 62 27 N/A 39 95 93
11642
CaradocNava
A serverless solution for deploying a Model Context Protocol server on Cloudfla…
C 63 55 48 66 26 84 85
11643
PixdataOrg
CodeRide eliminates the context reset cycle once and for all. Through MCP integ…
C 63 66 84 72 0 47 81 90
11644
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
11645
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
11646
gevans3000
Implements the Model Context Protocol to provide LLMs with tools for interactin…
C 63 55 60 56 16 81 90
11647
da1y
A Model Context Protocol server that enables LLMs to interact with Elasticsearc…
C 63 55 63 52 20 80 91
11648
abekek
A Python-based Model Context Protocol server that provides AI assistants with a…
C 63 55 60 35 45 80 98
11649
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
11650
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
Showing 11601–11650 of 50103 servers
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