MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
14051
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
14052
dbf100
Plaud MCP Server Claim
Enables AI assistants to access Plaud Note recordings, providing direct access …
C 55 54 60 0 N/A 25 91 100
14053
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 64 60 38 0 60 95 84
14054
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 54 41 25 N/A 32 92 85
14055
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 55 54 25 19 80 91
14056
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
14057
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 55 48 31 23 81 90
14058
BalajSaleem
criterion Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
C 55 66 51 75 0 28 81 97
14059
kcbabo
my-mcp-server Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 55 45 25 24 82 100
14060
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
14061
Medinios
SuricataMCP Claim
SuricataMCP is a Model Context Protocol Server that allows MCP clients to auton…
C 55 54 48 28 N/A 20 87 87
14062
edge-claw
ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE tran…
C 55 66 60 62 0 36 81 91
14063
deshartman
An MCP server that enables secure, PCI-compliant payment processing during voic…
C 55 66 57 62 0 42 81 90
14064
vinod827
Twitter MCP Server Claim
Enables LLM agents to interact with Twitter (X) for searching tweets, posting c…
C 55 55 38 41 27 81 86
14065
ashwanth1109
Spotify MCP Claim 1
A FastMCP tool that enables control of Spotify through natural language command…
C 55 55 58 23 19 81 90
14066
chronis10
Enables interaction with Google Docs through a FastMCP server, allowing users t…
C 55 55 48 25 22 80 98
14067
andreadecorte
GABI MCP Server Claim 1
An MCP server that exposes GABI functionality, allowing users to run queries ag…
C 55 55 27 35 41 81 98
14068
JunoJunHyun
Festival Finder Claim 1
Discover festivals worldwide by location, date, and genre. Compare options with…
C 55 54 54 55 N/A 24 90 42
14069
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 66 60 68 0 20 81 94
14070
ferdousbhai
investor-agent Claim
Yahoo Finance integration to fetch stock market data including options recommen…
C 55 66 72 28 0 61 81 94
14071
DaSheng1994
Monitors and analyzes mobile application performance data to detect severe issu…
C 55 55 48 37 24 81 80
14072
Mieluoxxx
Things MCP Server Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 64 72 63 0 46 95 50
14073
mixuechu
Binance MCP Server Claim
A Model Control Protocol (MCP) server that provides cryptocurrency trading inte…
C 55 55 48 31 25 74 97
14074
D-Diaa
Gemini MCP Server Claim 1
A Model Context Protocol server that enables Claude to interact with Google's G…
C 55 55 45 33 18 80 97
14075
DynamicEndpoints
Execute PowerShell commands securely with controlled timeouts and input validat…
C 55 66 86 30 0 46 81 87
14076
jeweis
Converts OpenAPI specifications into MCP services with HTTP header passthrough …
C 55 55 42 22 30 81 100
14077
QAInsights
Feather Wand Agent is a comprehensive AI-powered toolkit for performance testin…
C 55 64 82 33 0 37 95 79
14078
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
14079
Mrbaeksang
Provides comprehensive Korean stock market analysis using investment strategies…
C 55 66 90 51 0 47 81 55
14080
rioriost
AGE-MCP-Server Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 66 71 26 0 66 81 95
14081
dianakrog
Connects external APIs like Open-Meteo and AgroMonitoring to your development e…
C 55 55 44 55 26 76 70
14082
gaupoit
Enables AI assistants to manage WordPress sites through natural conversation, s…
C 55 66 76 37 0 43 81 97
14083
SNYCFIRE-CORE
Enables AI clients to interact with Letta.ai's stateful agents via cloud deploy…
D 54 66 78 43 0 21 81 96
14084
samhains
Enables image captioning and analysis through natural language by processing im…
D 54 55 46 82 26 81 22
14085
AgentHotspot
AgentHotspot Claim
Search, integrate and monetize MCP connectors on the AgentHotspot MCP marketpla…
D 54 66 64 33 0 56 83 98
14086
whale-professor
MCP server for 3D AI Studio — generate 3D models from text or images using Huny…
D 54 66 59 67 0 41 67 95
14087
vitamin3615
An MCP server that enables language models to fetch protein information from th…
D 54 55 45 18 34 81 96
14088
Dinesh-Satram
A comprehensive AI-powered fitness tracking application that enables AI tools t…
D 54 66 72 33 0 43 81 96
14089 D 54 55 60 30 16 80 73
14090
dazanza
Copper MCP Claim 1
An MCP server that provides an interface to the Copper CRM API for managing con…
D 54 55 61 0 35 82 94
14091
Atennebris
GMS2 MCP Server Claim 2
An MCP server that parses GameMaker Studio 2 projects, providing developers and…
D 54 54 47 60 N/A 15 90 49
14092
aigile-era
Enables searching the TR Dizin (Turkish Academic Index) database for publicatio…
D 54 55 48 36 15 81 83
14093
arjunkmrm
arjunkmrm-time Claim
Get the current time anywhere and access concise timezone information. Set your…
D 54 66 50 67 0 24 81 100
14094
HappyPathway
A standardized foundation for building Model Context Protocol servers that inte…
D 54 54 30 25 N/A 21 95 99
14095
obinopaul
Soccer MCP Server Claim
Provides programmatic access to comprehensive football statistics and live matc…
D 54 66 54 70 0 16 82 99
14096
gghammer
MCP J-Link Server Claim 1
Enables AI to directly control SEGGER J-Link embedded debug probes via the Mode…
D 54 54 48 38 N/A 27 92 61
14097
vemonet
openroute-mcp Claim
MCP server for planning routes (hiking, biking, driving, etc.) using the OpenRo…
D 54 64 66 33 0 79 83 77
14098
SmartBear
Swagger MCP Claim 3
MCP server for AI access to Swagger by SmartBear.
D 54 64 77 32 0 83 63 78
14099
webworn
LLM-powered OpenFOAM MCP server for intelligent CFD education with Socratic que…
D 54 54 66 27 N/A 39 87 44 C
14100
Drakoxw
MCP Server Demo Claim 1
A Model Context Protocol server implementation that can be run directly or thro…
D 54 54 27 40 N/A 21 95 88
Showing 14051–14100 of 67226 servers
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