MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12901
arnstarn
mcp-server-spotinst Claim 1
MCP server for Spot.io (Spotinst) API with 23 tools for managing Ocean clusters…
C 60 55 69 0 63 81 96
12902
kukapay
chainlist-mcp Claim 1
An MCP server that gives AI agents fast access to verified EVM chain informatio…
C 60 55 55 27 38 82 100
12903
cnitlrt
A server that provides remote binary analysis capabilities through IDA Pro's he…
C 60 55 62 36 20 81 92
12904
Mahjong-Dice
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 60 55 54 55 26 80 77
12905
cploujoux
Puppeteer MCP Server Claim 3
A Model Context Protocol server that provides browser automation capabilities u…
C 59 55 57 82 N/A 16 82 42
12906
harishsg993010
An educational project that deliberately implements vulnerable MCP servers to d…
C 59 55 68 15 33 81 95
12907
aliemregencer
Provide a flexible MCP server implementation that integrates with external tool…
C 59 54 54 43 N/A 21 95 77
12908
ZaharGusyatin
An MCP server designed for React Native and Expo development that provides spec…
C 59 64 57 68 0 42 92 96
12909
sideffect263
Enables network scanning and security assessment using Nmap through MCP, allowi…
C 59 55 54 72 29 78 52
12910
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
12911
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
12912
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
12913
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 55 48 33 44 81 92
12914
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
12915
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 66 66 68 0 44 81 98
12916
aeriis-kr
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 59 55 74 0 54 81 90
12917
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
12918
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 66 82 53 0 42 82 91
12919
rsyuzyov
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
C 59 55 72 30 40 80 70
12920
aafjes
Enables searching and retrieving information from the ClinicalTrials.gov databa…
C 59 66 100 50 0 27 81 85
12921
suryanshp1
Weather MCP Server Claim
A simple demonstration server for the MCP Python SDK that provides weather aler…
C 59 54 58 28 N/A 23 90 93
12922
jasonkneen
A TypeScript template for building Model Context Protocol servers that implemen…
C 59 55 62 82 20 81 35
12923
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 66 66 70 0 58 81 85
12924
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
12925
MaitreyaM
gmail-mcp-server Claim
C 59 54 54 26 N/A 27 95 90
12926
kovoor
vueuse-mcp Claim
Search, browse, and get suggestions for VueUse composables
C 59 64 68 55 0 53 95 88
12927
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
12928
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
12929
KennanYang
Enables generation of comprehensive financial reports for major companies like …
C 59 54 80 33 N/A 20 95 52
12930
6rz6
A Model Context Protocol server providing comprehensive tools to access real-ti…
C 59 66 73 56 0 44 80 100
12931
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 64 68 61 0 41 95 90
12932
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
12933
rockmelodies
PocGenius Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 55 66 31 39 81 74
12934
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
12935
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
12936
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
12937
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 55 54 37 21 81 100
12938
kukapay
An MCP server that streams the latest Binance announcements to your AI agents i…
C 59 55 45 38 38 81 95
12939
JustineQinLao
A minimal Model Context Protocol server built with FastMCP that provides basic …
C 59 54 42 32 N/A 27 95 98
12940
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
12941
that1guy15
An MCP server that executes tox commands to run Python tests within a project u…
C 59 54 63 28 N/A 17 95 82
12942
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
12943
namiraprita
Polyglot Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 55 39 62 41 81 72
12944
fabricatorsltd
Provides AI agents with comprehensive documentation and code patterns for the F…
C 59 55 78 0 30 83 99
12945
aeghnnsw
Enables searching PubMed's biomedical literature database and retrieving articl…
C 59 55 54 38 16 82 100
12946
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
12947
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 66 78 68 0 45 81 81
12948
choec77
NCP MCP Server Claim
Enables conversational management of Naver Cloud Platform infrastructure throug…
C 59 55 72 63 24 81 42
12949
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
12950
damerakd
MCP Weather Server Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 55 54 30 27 83 98
Showing 12901–12950 of 33790 servers
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