MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 24451 |
DeckForge
Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
|
— | ||||||||
| 24452 |
Desktop Pilot MCP
Claim
Enables high-speed native macOS automation for Claude by interacting directly w…
|
— | ||||||||
| 24453 |
Smithery
Claim
Enable seamless integration of AI agents with external data sources and tools t…
|
— | ||||||||
| 24454 |
Kopern
Claim
Full AI agent lifecycle platform — create, grade, optimize, deploy and orchestr…
|
— | ||||||||
| 24455 |
ARC MCP Server
Claim
A Node.js server that hosts AI agents and manages integrations with various dat…
|
— | ||||||||
| 24456 |
MCP AI Router
Claim
Intelligent routing service that selects optimal AI models based on capability …
|
— | ||||||||
| 24457 |
stock-predictions
Claim
|
— | ||||||||
| 24458 |
csv
Claim
|
— | ||||||||
| 24459 |
OffensiveSET
Claim
An offensive security dataset generator that creates high-quality, multi-turn p…
|
— | ||||||||
| 24460 |
An MCP server that analyzes your unique Twitter voice to generate, manage, and …
|
— | ||||||||
| 24461 |
test-id
Claim
|
— | ||||||||
| 24462 |
dataforseo-mario
Claim
|
— | ||||||||
| 24463 |
mcp_Shield
Claim
The security runtime for MCP servers. Every tool call inspected. Every attack b…
|
— | ||||||||
| 24464 |
bouldinsai
Claim
|
— | ||||||||
| 24465 |
toleno-network
Claim
|
— | ||||||||
| 24466 |
OpenAI MCP Server
Claim
Provides comprehensive access to OpenAI's API capabilities including chat compl…
|
— | ||||||||
| 24467 |
iototsample
Claim
|
— | ||||||||
| 24468 |
grgdbsd
Claim
|
— | ||||||||
| 24469 |
Korea Weather
Claim
Get real-time weather conditions and short-term forecasts across Korea. Check t…
|
— | ||||||||
| 24470 |
mcp-trust-guard
Claim
Security middleware for MCP servers. Trust-based access control, rate limiting,…
|
— | ||||||||
| 24471 |
threadline-mcp
Claim
MCP server for Threadline — persistent memory and context layer for AI agents. …
|
— | ||||||||
| 24472 |
Search official documentation for well-known libraries.
|
— | ||||||||
| 24473 |
A hybrid MCP server system that enables natural language management of Asana ta…
|
— | ||||||||
| 24474 |
We’re build a swarm of agents for all data tasks. That anyone can use for free,…
|
— | ||||||||
| 24475 |
MadeOnSol
Claim
Solana KOL trading intelligence and deployer analytics. Query real-time trades …
|
— | ||||||||
| 24476 |
context-sherpa
Claim
Context Sherpa MCP server provides code mapping, deterministic feedback loops, …
|
— | ||||||||
| 24477 |
wiki
Claim
|
— | ||||||||
| 24478 |
giskard-memory
Claim
Pay-per-use semantic memory for AI agents with cryptographic
attestation. Vecto…
|
— | ||||||||
| 24479 |
Codemend MCP Server
Claim
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…
|
— | ||||||||
| 24481 |
lafe-blog MCP Server
Claim
Enables creating and managing text notes with a simple note-taking system. Prov…
|
— | ||||||||
| 24482 |
claude-whatsapp-mcp
Claim
Enables Claude Code to interact with WhatsApp for reading messages, sending rep…
|
— | ||||||||
| 24483 |
Context7 MCP Server
Claim
Provides access to the Context7 API for searching up-to-date documentation, cod…
|
— | ||||||||
| 24484 |
Tickory MCP server for Binance scans, alert events, and explainability.
|
— | ||||||||
| 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 …
|
— | ||||||||
| 24487 |
swift-tuist
Claim
|
— | ||||||||
| 24488 |
localhost_mcp
Claim
|
— | ||||||||
| 24489 |
Astria-Index
Claim
AI memory that works like yours. Neural pathway architecture gives your AI pers…
|
— | ||||||||
| 24490 |
mcp-server
Claim
|
— | ||||||||
| 24491 |
Enables interaction with AWS Amplify Gen2 application data through natural lang…
|
— | ||||||||
| 24492 |
An AI-powered conversational assistant that builds detailed user investment pro…
|
— | ||||||||
| 24493 |
blog-writer-mcp
Claim
An AI blog automation server that uses a 'Creative DNA' system to generate pers…
|
— | ||||||||
| 24494 |
MCP server for https://grep.app
|
— | ||||||||
| 24495 |
server
Claim
|
— | ||||||||
| 24496 |
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
|
— | ||||||||
| 24497 |
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
|
— | ||||||||
| 24498 |
Chrome MCP Server
Claim
An extension-based MCP server that enables AI assistants to control your existi…
|
— | ||||||||
| 24499 |
Kali MCP Server
Claim
Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…
|
— | ||||||||
| 24500 |
test
Claim
|
— | ||||||||