MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24451
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
24452
Enables high-speed native macOS automation for Claude by interacting directly w…
N/A N/A
24453
kazumah1
Smithery Claim
Enable seamless integration of AI agents with external data sources and tools t…
N/A N/A 95
24454
Kopern Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
24455
hrconsultnj
A Node.js server that hosts AI agents and manages integrations with various dat…
N/A N/A 95
24456
userlite
Intelligent routing service that selects optimal AI models based on capability …
N/A N/A 95
24457 N/A N/A 95
24458
kqdssheng
csv Claim
N/A N/A 95
24459
OffensiveSET Claim
An offensive security dataset generator that creates high-quality, multi-turn p…
24460
robgrappler
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
81
24461
jr
test-id Claim
N/A N/A 95
24462 N/A N/A 95
24463
mcp_Shield Claim
The security runtime for MCP servers. Every tool call inspected. Every attack b…
24464
steven
bouldinsai Claim
N/A N/A 95
24465 N/A N/A 95
24466
NimbleBrainInc
Provides comprehensive access to OpenAI's API capabilities including chat compl…
81
24467
testopenai.1407
iototsample Claim
N/A N/A 95
24468
namitbhardwaj
grgdbsd Claim
N/A N/A 95
24469
sunhye
Get real-time weather conditions and short-term forecasts across Korea. Check t…
N/A N/A 95
24470
Security middleware for MCP servers. Trust-based access control, rate limiting,…
24471
MCP server for Threadline — persistent memory and context layer for AI agents. …
24472
Santuri Claim 1
Search official documentation for well-known libraries.
N/A N/A 81
24473
Ryosuke-Mohri
A hybrid MCP server system that enables natural language management of Asana ta…
81
24474
DataWorkersProject
We’re build a swarm of agents for all data tasks. That anyone can use for free,…
N/A N/A
24475
MadeOnSol Claim
Solana KOL trading intelligence and deployer analytics. Query real-time trades …
24476
hackafterdark
Context Sherpa MCP server provides code mapping, deterministic feedback loops, …
N/A N/A
24477
bangslosan
wiki Claim
N/A N/A 95
24478
Pay-per-use semantic memory for AI agents with cryptographic attestation. Vecto…
24479
Connects AI tools directly to Codemend production error monitoring to list, ana…
24480
Enables AI agents to control the Google Chrome browser through a Node.js WebSoc…
N/A N/A
24481
La-fe
Enables creating and managing text notes with a simple note-taking system. Prov…
N/A N/A 95
24482
Enables Claude Code to interact with WhatsApp for reading messages, sending rep…
N/A N/A
24483
NimbleBrainInc
Provides access to the Context7 API for searching up-to-date documentation, cod…
81
24484
Tickory MCP Claim 1
Tickory MCP server for Binance scans, alert events, and explainability.
N/A N/A 81
24485
swarmix-mcp Claim
AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram…
24486
Aws Claw Claim
Provides a comprehensive suite of tools for interacting with AWS services like …
N/A N/A
24487
Ethan-IS
swift-tuist Claim
N/A N/A 95
24488 N/A N/A 95
24489
Astria-Index Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
24490
ejmcp
mcp-server Claim
N/A N/A 95
24491
MCP-Mirror
Enables interaction with AWS Amplify Gen2 application data through natural lang…
81
24492
An AI-powered conversational assistant that builds detailed user investment pro…
24493
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
24494
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
N/A N/A 95
24495
Prompeteer
server Claim
N/A N/A 95
24496
olivier-motium
x-ai-mcp Claim 1
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
81
24497
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
N/A N/A
24498
An extension-based MCP server that enables AI assistants to control your existi…
N/A N/A
24499
DurkDiggler
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
81
24500
Adamovskiy
test Claim
N/A N/A 95
Showing 24451–24500 of 30006 servers
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