MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29948
Scored
2112
Verified
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24451
kiarashplusplus
stdio-proxy Claim
Undisk MCP: safe file memory for AI agents.
D 51 33 44 N/A N/A 21 83
24452
dedalus-labs
Enables secure interaction with Supabase databases via the PostgREST API, suppo…
D 51 44 48 27 46 83
24453
thunderrabbit
jikan Claim 1
An MCP server wrapper for the Meiso Gambare API that allows users to log and tr…
D 51 44 53 35 27 83
24454
ag2-mcp-servers
MCP Server for Google's Enterprise License Manager API, allowing users to manag…
D 51 44 45 52 21 81
24455
ag2-mcp-servers
An MCP server that enables interaction with Google's Traffic Director API, allo…
D 51 44 45 55 21 76
24456
metorial
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
D 51 43 36 25 N/A 63 87
24457
ag2-mcp-servers
An MCP Server that enables interaction with VTEX's Headless Content Management …
D 51 44 45 50 21 81
24458
robobobby
mcp-swedish-weather Claim 1
Provides access to current weather conditions and hourly forecasts for any loca…
D 51 44 56 31 30 80
24459
gabrielpierobon
A Model Context Protocol server that enables AI agents to interact with n8n wor…
D 51 44 57 35 21 81
24460
protagolabs
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
D 51 44 48 41 30 80
24461
Synclub-tech
synclub-dxt Claim
SynClub MCP Server for AI-powered comic creation with script generation and ima…
D 51 43 48 17 N/A 44 95
24462
UmaRamisetty
A Streamlit-based web application that generates personalized learning paths by…
D 51 43 48 37 N/A 16 95
24463
datYori
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
D 51 44 60 33 16 82
24464
Sumit06-09
Enables AI assistants to control browser automation through natural language pr…
D 51 43 48 30 N/A 24 95
24465
32bitsret
DemoStudio Claim 1
Generate short-form video ads for Instagram Reels and TikTok from any AI assist…
D 51 43 78 0 N/A 32 82
24466
hemanth
A Model Context Protocol server that provides tools for fetching xkcd comics an…
D 51 44 33 65 22 81
24467
klauseduard
JIRA MCP Server Claim 1
A Model Context Protocol server that enables seamless integration between Curso…
D 51 44 33 62 24 82
24468
cyclops-ui
mcp-cyclops Claim 1
An MCP server that allows AI agents to manage Kubernetes resources through Cycl…
D 51 44 41 35 45 82
24469
0ui-labs
Agentic Workbench Claim
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
D 51 44 60 21 29 85
24470
sloth-wq
An MCP server that automatically optimizes AI prompts using evolutionary algori…
D 51 43 39 32 N/A 42 90
24471
scmcphub
SCMCP Claim 1
An MCP server that enables scRNA-Seq analysis through natural language, providi…
D 51 44 45 17 63 82
24472
elizabethsiegle
Automates tennis court bookings on San Francisco Recreation websites using brow…
D 51 43 60 16 22 95
24473
memextech
Vibe Stack MCP Claim
Helps developers choose optimal technology stacks through progressive questioni…
D 51 44 60 27 24 83
24474
edogola4
Enables AI models to access external services including weather data, file syst…
D 51 44 48 43 29 81
24475
zahidhasanaunto
mcp-honojs Claim
A lightweight Hono.js middleware for building Model Context Protocol servers us…
D 51 44 78 0 35 81
24476
markswendsen-code
mcp-apple Claim 1
Provides tools to search for apps and music via the iTunes Search API and monit…
D 51 44 60 26 30 82
24477
sedwardstx
MCP Log Analyzer Claim 1
A Model Context Protocol server that analyzes various log types on Windows syst…
D 51 43 45 28 N/A 38 91
24478
pallavi-bluebash
A demonstration project that uses Google Gemini 2.0 Flash to interact with a lo…
D 51 43 54 27 N/A 19 95
24479
Sriragulcodez
RagMCP Claim
A local command-based assistant that enables users to control system tools, pla…
D 50 43 50 30 N/A 27 89
24480
EstebanIIT
A FastAPI-based JSON-RPC 2.0 server implementation that enables users to work w…
D 50 43 34 56 N/A 18 89
24481
F4bse-94
dealfront Claim
D 50 33 30 N/A N/A 24 95
24482
jacgood
A custom server that integrates WebDNA documentation with AI assistants by scra…
D 50 44 48 41 26 81
24483
hjlarry
MCP Server Claim
A Dify endpoint plugin that transforms a Dify application into a Model Control …
D 50 44 42 38 39 81
24484
enfp-dev-studio
BlockbenchMCP Claim
Connects Claude AI to Blockbench through Model Context Protocol, enabling AI-as…
D 50 43 42 20 N/A 42 95
24485
geopolitis
Enables secure management of agent-scoped secrets in HashiCorp Vault through MC…
D 50 44 44 38 35 81
24486
User-Gold
Enables Claude Desktop to interact with PostgreSQL databases through natural la…
D 50 44 50 38 25 80
24487
thlandgraf
AskMeMCP Claim
Enables AI assistants to request human input through a web interface, allowing …
D 50 43 48 26 N/A 31 92
24488
ahooop
WHOIS MCP Server Claim
A Python-based server that provides tools for querying domain WHOIS information…
D 50 44 42 40 36 81
24489 D 50 43 48 25 N/A 27 94
24490
ayupow
This server contains 5 tools. It could be used to identify critical facilities …
D 50 43 50 11 N/A 43 95
24491
nanbingxyz
mcpsvr Claim
Discover Exceptional MCP Servers
D 50 43 50 15 N/A 35 95
24492
hyson666
A document knowledge base system that enables users to upload PDFs and query th…
D 50 44 56 31 27 80
24493
karan19
Enables debate search and citation functionality through web search, Wikipedia,…
D 50 44 42 43 30 81
24494
Kyungbaee
mcpforsolvedac Claim
D 50 33 32 N/A N/A 21 95
24495
ag2-mcp-servers
An MCP server for interacting with the HackathonWatch API, allowing users to ac…
D 50 44 45 50 21 76
24496
aldrin-labs
mcp server that allows to do actual actions related to solana first version add…
D 50 44 56 17 40 82
24497
ag2-mcp-servers
An MCP server that provides a conversational interface to Firebase Rules API, a…
D 50 44 45 47 21 81
24498
suryawanshishantanu6
Time-MCP Claim
An agentic AI system that answers time-related questions by calling a time API …
D 50 44 60 32 16 81
24499
liuwanglei-tal
NASA MCP Service Claim
A feature-rich NASA data query tool that supports various NASA API services inc…
D 50 44 42 41 39 78
24500
HariFatherKR
A custom server that provides a REST API interface for Notion, allowing easy ac…
D 50 44 50 40 21 81
Showing 24451–24500 of 60387 servers
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