MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21601 |
esp32-mcpserver
Claim
A lightweight Model Context Protocol (MCP) server framework for ESP32. Seamless…
|
C 69 3⁄3 | ||||||||
| 21602 |
Enables integration between Claude AI and Nasuni environments to monitor applia…
|
C 69 4⁄3 | ||||||||
| 21603 |
Email marketing automation MCP server for Sequenzy. Manage subscribers, lists, …
|
C 69 4⁄4 | ||||||||
| 21604 |
Connects Claude Desktop to a local LiteFarm installation, enabling farm managem…
|
C 69 4⁄3 | ||||||||
| 21605 |
A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving …
|
C 69 4⁄4 | ||||||||
| 21606 |
An MCP server that wraps the ShipSaving logistics REST API, enabling AI assista…
|
C 69 3⁄3 | ||||||||
| 21607 |
AI connector for Odoo ERP enabling natural language interaction to search, crea…
|
C 69 3⁄3 | ||||||||
| 21608 |
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
|
C 69 3⁄3 | ||||||||
| 21609 |
linkedin-outreach-mcp MCP server by MEOK AI Labs
|
C 69 3⁄3 | ||||||||
| 21610 |
Control AWX/Ansible Tower through natural language - 49 tools for automation
|
C 69 4⁄3 | ||||||||
| 21611 |
MCP server for Ozon Seller API. 26 tools: products, prices, orders, analytics, …
|
C 69 3⁄3 | ||||||||
| 21612 |
turbo-flow
Claim
Advanced Agentic Development Environment Supporting Devpods, Rackspace Spot Ins…
|
C 69 3⁄3 | ||||||||
| 21613 |
Enables AI assistants to control Godot game engine projects through a WebSocket…
|
C 69 3⁄3 | ||||||||
| 21614 |
Napkin
Claim
A shared whiteboard for you and your AI agent
I wanted my AI agent and me to be…
|
C 69 3⁄3 | ||||||||
| 21615 |
Provides AI assistants access to the ADEO Mozaic Design System, enabling lookup…
|
C 69 4⁄3 | ||||||||
| 21616 |
Provides Claude with persistent local memory and a structured knowledge graph f…
|
C 69 3⁄3 | ||||||||
| 21617 |
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
|
C 69 3⁄3 | ||||||||
| 21618 |
Upload, transform, and manage images on Get Pronto from AI agents.
|
C 69 3⁄3 | ||||||||
| 21619 |
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
|
C 69 3⁄3 | ||||||||
| 21620 |
|
C 69 3⁄3 | ||||||||
| 21621 |
Enables AI agents to interact with cryptocurrency ecosystems through wallet man…
|
C 69 4⁄4 | ||||||||
| 21622 |
MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation
|
C 69 4⁄3 | ||||||||
| 21623 |
Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for t…
|
C 69 4⁄4 | ||||||||
| 21624 |
One place to manage & connect to all your MCP servers
|
C 69 4⁄4 | ||||||||
| 21625 |
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
|
C 69 4⁄4 | ||||||||
| 21626 |
An intelligent research assistant MCP server for AI agents, providing task-orie…
|
C 69 4⁄3 | ||||||||
| 21627 |
Connects VS Code Copilot to Telegram for mobile notifications, interactive appr…
|
C 69 3⁄3 | ||||||||
| 21628 |
Bridges Cursor AI to Figma for chat-driven design creation and editing directly…
|
C 69 3⁄3 | ||||||||
| 21629 |
Enables AI assistants to interact with GoHighLevel's complete API including con…
|
C 69 4⁄4 | ||||||||
| 21630 |
Klaviyo MCP Server
Claim
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 69 4⁄4 | ||||||||
| 21631 |
Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and s…
|
C 69 4⁄3 | ||||||||
| 21632 |
ai-mate
Claim
AI development assistant MCP server for Symfony projects
|
C 69 3⁄3 | ||||||||
| 21633 |
MCP server for using the AdsPower LocalAPI
|
C 69 4⁄3 | ||||||||
| 21634 |
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
|
C 69 3⁄3 | ||||||||
| 21635 |
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
|
C 69 4⁄3 | ||||||||
| 21636 |
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
|
C 69 3⁄3 | ||||||||
| 21637 |
A server that provides PowerPoint presentation creation and editing capabilitie…
|
C 69 4⁄3 | ||||||||
| 21638 |
Provides persistent cross-session memory and full-text search for AI coding ass…
|
C 69 3⁄3 | ||||||||
| 21639 |
A comprehensive MCP server with 36 tools for tracking TV shows and movies, mana…
|
C 69 4⁄4 | ||||||||
| 21640 |
agents
Claim
Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way …
|
C 69 4⁄3 | ||||||||
| 21641 |
hyperterse
Claim
The agentic server framework.
|
C 69 4⁄3 | ||||||||
| 21642 |
Marlo MCP
Claim
Enables interaction with Marlo's maritime finance and operations platform, prov…
|
C 69 4⁄4 | ||||||||
| 21643 |
cargo-mcp
Claim
cargo-mcp
|
C 69 4⁄3 | ||||||||
| 21644 |
A server that provides a simplified interface to Smartlead's API, allowing AI a…
|
C 69 4⁄3 | ||||||||
| 21645 |
mlb-gameday-bot
Claim
|
C 69 3⁄3 | ||||||||
| 21646 |
swift-mcp-gui
Claim
MCP server that can execute commands such as keyboard input and mouse movement
|
C 69 3⁄3 | ||||||||
| 21647 |
Enables workflow management and Docker image building for Bio-OS platform. Supp…
|
C 69 4⁄4 | ||||||||
| 21648 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 21649 |
Provides a comprehensive integration between LLMs and the Godot Engine, enablin…
|
C 69 4⁄3 | ||||||||
| 21650 |
Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate …
|
C 69 4⁄3 | ||||||||