MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13451
GobinFan
支持查询主流agent框架技术文档的MCP server(支持stdio和sse两种传输协议), 支持 langchain、llama-index、autog…
C 58 55 78 23 N/A 28 81 74
13452
kukapay
crypto-stocks-mcp Claim 1
An MCP server that tracks real-time data for major crypto-related stocks.
C 58 55 45 25 38 83 100
13453
pdogra1299
Jira MCP Server Claim
Enables AI assistants to interact with Jira Cloud instances for comprehensive i…
C 58 66 78 63 0 33 81 88
13454
SpringMT
A Model Context Protocol (MCP) compliant server that allows Large Language Mode…
C 58 55 48 35 41 81 86
13455
heojay
Smithery Scaffold Claim
Provide a scaffold for building MCP servers with ease. Enable rapid development…
C 58 54 30 51 N/A 19 94 95
13456
burningion
Geoapify MCP Server Claim 1
Converts addresses to GPS coordinates and creates map visualizations using the …
C 58 55 60 32 19 81 92
13457
ch1nhpd
An MCP server that integrates various penetration testing tools, enabling secur…
C 58 54 59 26 N/A 16 95 88
13458
gitCarrot
A Model Context Protocol server implementation that connects to AWS Cognito for…
C 58 55 45 66 20 81 71
13459
llanterme
Country MCP Server Claim
A modular MCP server that provides tools for looking up country and state infor…
C 58 54 48 27 N/A 18 95 100
13460
joedank
Enables web scraping, crawling, and content extraction through Crawl4AI Docker …
C 58 55 54 38 22 81 89
13461
BACH-AI-Tools
Ioc Search MCP Server Claim 1
Enables comprehensive threat analysis for Indicators of Compromise (IoCs) inclu…
C 58 55 54 60 45 78 48
13462
haripriyagullipalli
Provides real-time TBC Bank development standards compliance checking and code …
C 58 55 48 36 26 81 100
13463
lsfusion
lsfusion-mcp Claim
Enables RAG-powered documentation search using OpenAI embeddings and Pinecone v…
C 58 55 54 30 28 81 96
13464
mongodb-developer
MongoDB MCP Server Claim
Provides read-only access to MongoDB databases for LLMs to inspect collection s…
C 58 66 84 61 0 22 81 89
13465
lochgeo
kube-mcp Claim 1
An MCP server that enables interaction with Kubernetes/Minikube clusters throug…
C 58 55 35 68 38 81 64
13466
upamune
human-mcp Claim 1
An MCP server that allows AI assistants to utilize human capabilities by sendin…
C 58 54 47 25 N/A 43 92 86
13467
AgileLuminary
A Model Context Protocol server that connects AI clients to the Agile Luminary …
C 58 66 67 66 0 42 81 90
13468
xindong888999
A Model Context Protocol server that allows AI assistants to create and manage …
C 58 54 51 33 N/A 34 80 91
13469
greatSumini
ChillMCP Claim
Enables AI agents to take breaks and manage stress levels through various休息 act…
C 58 55 60 20 24 81 100
13470
richarda23
An MCP server that provides tools for querying the Edinburgh Festivals API to r…
C 58 55 57 18 46 81 91
13471
whobcode
Provides a secure interface for AI assistants to interact with penetration test…
C 58 54 60 31 N/A 21 95 78
13472
jalaj-pandey
A Python-based tool that streamlines social media tasks by enabling users to po…
C 58 55 54 41 16 81 90
13473
thijssmudde
AgentReacher Claim 1
Connect your AI to social media. Open-source platform for AI agents.
C 58 55 64 0 79 81 75
13474
Kyure-A
mcp-booth Claim
Booth.pm
C 58 55 38 82 N/A 35 95 34
13475
huitmj
A basic Model Context Protocol server that provides static information and fact…
C 57 55 56 22 16 84 100
13476
InfolabAI
Gemini MCP Server Claim
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
C 57 54 48 28 N/A 45 95 73
13477
Ani07-05
Provides essential security and CTF tools including hash identification, encodi…
C 57 55 60 26 19 81 92
13478
ricklord
Mong MCP Server Claim
Provides a moby-like random name generator through the MCP interface for genera…
C 57 55 54 12 39 81 100
13479
jerhadf
linear-mcp-server Claim
A server that integrates Linear's project management system with the Model Cont…
C 57 64 100 10 0 48 95 91
13480
svgnew
svg.new MCP Server Claim 1
Enables AI-powered image to SVG vectorization, background removal, and SVG mani…
C 57 55 72 0 34 81 98
13481
ltcg-addict
Provides comprehensive dice rolling functionality for tabletop games and RPGs, …
C 57 55 48 40 19 81 93
13482
intecrel
Enables AI assistants to monitor and interact with industrial systems, providin…
C 57 66 84 41 0 30 81 100
13483
Hale2000
mcp-mybatis Claim
A MyBatis configuration validation tool that checks for consistency between Jav…
C 57 54 48 35 N/A 30 90 82
13484
SrAndres629
Enables orchestration and management of n8n workflows through tools for creatin…
C 57 55 66 43 25 81 62
13485
xbsheng
Time MCP Claim
A time processing tool for the Model Context Protocol that provides features fo…
C 57 55 42 35 45 84 83
13486
keizman
A modern Model Context Protocol (MCP) server that enables AI assistants to coll…
C 57 55 54 33 46 81 72
13487
arcadia-finance
Arcadia Finance Claim
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
C 57 66 94 10 0 72 81 93
13488
Dhineshkumar272005
HackBridge Claim 1
An MCP server that connects AI clients to a Linux terminal for real-time automa…
C 57 54 51 31 25 84 90
13489
juanrave
A Model Context Protocol (MCP) server implementation that uses Server-Sent Even…
C 57 55 42 45 26 81 91
13490
Klavis-AI
strata Claim 1
MCP server for progressive tool usage at any scale (see https://klavis.ai)
C 57 66 69 37 0 82 76 91
13491
V2-Digital
A Model Context Protocol server that scrapes blog posts from V2.ai Insights, ex…
C 57 55 45 31 29 80 98
13492
adammharris
Gospel Library MCP Claim
Enables access to LDS Gospel Library content and scriptures through the Model C…
C 57 66 66 63 0 36 81 94
13493
ryanmccauley
d2-mcp Claim
Enables AI assistants to compile, validate, and explore D2 diagrams using the o…
C 57 66 66 66 0 32 81 96
13494
joheiss
An HTTP-based Model Context Protocol server that provides tools and resources f…
C 57 55 74 0 35 78 99
13495
cfoong1
An educational MCP server example built with FastMCP that demonstrates how to e…
C 57 54 48 22 N/A 24 95 95
13496
tejpalvirk
A powerful context management system that maintains persistent context across c…
C 57 54 76 35 N/A 28 92 41
13497
chatmcp
mcp-server-collector Claim 2
A MCP Server used to collect MCP Servers over the internet.
C 57 66 75 68 0 19 81 90
13498
Eliovp-BV
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
C 57 55 72 32 21 80 70
13499
shaymc3
Hebcal MCP Server Claim
Provides access to Jewish holiday calendars and Shabbat candle lighting and Hav…
C 57 55 48 27 24 83 100
13500
ritvij14
crawl4ai-mcp Claim 1
An MCP Server for Web scraping and Crawling, built using Crawl4AI
C 57 54 39 33 N/A 26 91 95
Showing 13451–13500 of 33790 servers
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