MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21651 |
This is an MCP server that provides access to the Alpha Vantage API, allowing s…
|
C 69 3⁄3 | ||||||||
| 21652 |
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
|
C 69 3⁄3 | ||||||||
| 21653 |
ComIDP-MCP-Server
Claim
A lightweight MCP (Model Context Protocol) server designed for seamless integra…
|
C 69 3⁄3 | ||||||||
| 21654 |
Enables AI assistants to interact with Yandex.Tracker task management system th…
|
C 69 4⁄4 | ||||||||
| 21655 |
Enables interaction with the RunPod REST API through Claude or other MCP-compat…
|
C 69 4⁄4 | ||||||||
| 21656 |
Enables Islamic inheritance law calculations (Faraidh) including heir validatio…
|
C 69 4⁄3 | ||||||||
| 21657 |
Enables interaction with Kubernetes clusters through 32 specialized tools for m…
|
C 69 4⁄3 | ||||||||
| 21658 |
MCP Foxxy Bridge is a one-to-many proxy for the Model Context Protocol (MCP). I…
|
C 69 4⁄4 | ||||||||
| 21659 |
Enables AI assistants to interact with WordPress sites through REST APIs, allow…
|
C 69 4⁄4 | ||||||||
| 21660 |
Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for t…
|
C 69 4⁄4 | ||||||||
| 21661 |
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
|
C 69 3⁄3 | ||||||||
| 21662 |
Provides a comprehensive integration between LLMs and the Godot Engine, enablin…
|
C 69 4⁄3 | ||||||||
| 21663 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 21664 |
Upload, transform, and manage images on Get Pronto from AI agents.
|
C 69 3⁄3 | ||||||||
| 21665 |
ai-mate
Claim
AI development assistant MCP server for Symfony projects
|
C 69 3⁄3 | ||||||||
| 21666 |
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
|
C 69 3⁄3 | ||||||||
| 21667 |
Klaviyo MCP Server
Claim
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 69 4⁄4 | ||||||||
| 21668 |
MCP server for Hostinger API
|
C 69 4⁄3 | ||||||||
| 21669 |
mcp-gitlab
Claim
mcp-gitlab
|
C 69 4⁄4 | ||||||||
| 21670 |
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
C 69 4⁄4 | ||||||||
| 21671 |
Feishu MCP Server
Claim
Enables AI models to interact with Feishu (Lark) APIs for document management, …
|
C 69 4⁄4 | ||||||||
| 21672 |
detrix
Claim
Detrix is an agentic debugger.
Watch any variable at any line, zero code change…
|
C 69 4⁄4 | ||||||||
| 21673 |
cargo-mcp
Claim
cargo-mcp
|
C 69 4⁄3 | ||||||||
| 21674 |
Provides persistent cross-session memory and full-text search for AI coding ass…
|
C 69 3⁄3 | ||||||||
| 21675 |
AI-generated legal and business documents. Pay XMR, no accounts, no KYC.
|
C 69 3⁄3 | ||||||||
| 21676 |
Transforms YouTube videos into a persistent, structured knowledge base using tr…
|
C 69 3⁄3 | ||||||||
| 21677 |
An intelligent research assistant MCP server for AI agents, providing task-orie…
|
C 69 4⁄3 | ||||||||
| 21678 |
Enables interaction with the Morpho GraphQL API, providing tools for accessing …
|
C 69 4⁄4 | ||||||||
| 21679 |
Provides comprehensive access to the Miro REST API v2 for advanced board manage…
|
C 69 4⁄4 | ||||||||
| 21680 |
Enables the creation and management of business design artifacts including Busi…
|
C 69 4⁄3 | ||||||||
| 21681 |
ha-mcp-for-xiaozhi
Claim
Homeassistant MCP server for 小智AI
|
C 69 4⁄3 | ||||||||
| 21682 |
Per-agent-pair IAM for A2A. Define policies ('orchestrator may call billing onl…
|
C 69 3⁄3 | ||||||||
| 21683 |
mcp-reporter is a streamlined utility that generates comprehensive capability r…
|
C 69 4⁄3 | ||||||||
| 21684 |
Provides comprehensive integration with the Cliniko API for healthcare practice…
|
C 69 4⁄4 | ||||||||
| 21685 |
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vL…
|
C 69 4⁄3 | ||||||||
| 21686 |
An implementation of the Model Context Protocol (MCP) server for SingleStore th…
|
C 69 4⁄4 | ||||||||
| 21687 |
A Model Context Protocol server that enables LLMs to interact with web pages, t…
|
C 69 4⁄4 | ||||||||
| 21688 |
Enables document format conversion between various formats (Markdown, HTML, PDF…
|
C 69 4⁄3 | ||||||||
| 21689 |
172 expert marketing skills for AI agents — ClawFu MCP Server
|
C 69 3⁄3 | ||||||||
| 21690 |
Composer Trade MCP
Claim
Enables AI assistants to create, backtest, and manage automated investment stra…
|
C 69 4⁄4 | ||||||||
| 21691 |
Napkin
Claim
A shared whiteboard for you and your AI agent
I wanted my AI agent and me to be…
|
C 69 3⁄3 | ||||||||
| 21692 |
A comprehensive MCP server for managing PocketBase database schemas and migrati…
|
C 69 4⁄4 | ||||||||
| 21693 |
Enables interaction with Telnyx's telephony, messaging, and AI assistant APIs t…
|
C 69 4⁄4 | ||||||||
| 21694 |
TS based companion MCP server for the Drupal MCP module that works with the STD…
|
C 68 4⁄3 | ||||||||
| 21695 |
MCP server for interacting with GitLab API, supporting dynamic tool selection a…
|
C 68 3⁄3 | ||||||||
| 21696 |
A Model Context Protocol server that enables management of RPG Maker MZ and MV …
|
C 68 3⁄3 | ||||||||
| 21697 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 21698 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||
| 21699 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21700 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||