MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21651 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 21652 |
A bridge server that enables Hermes Agent and OpenClaw to share tools and memor…
|
C 69 3⁄3 | ||||||||
| 21653 |
AI-generated legal and business documents. Pay XMR, no accounts, no KYC.
|
C 69 3⁄3 | ||||||||
| 21654 |
A Model Context Protocol server that enables LLMs to interact with web pages, t…
|
C 69 4⁄4 | ||||||||
| 21655 |
An MCP server that wraps the ShipSaving logistics REST API, enabling AI assista…
|
C 69 3⁄3 | ||||||||
| 21656 |
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providin…
|
C 69 3⁄3 | ||||||||
| 21657 |
bi
Claim
|
C 69 4⁄3 | ||||||||
| 21658 |
|
C 69 3⁄3 | ||||||||
| 21659 |
Multi-provider search broker for AI agents: 14 providers, 12-step extraction, r…
|
C 69 3⁄3 | ||||||||
| 21660 |
snapstate
Claim
Persistent state for AI agent workflows. Save, resume, and replay multi-step wo…
|
C 69 3⁄3 | ||||||||
| 21661 |
mlb-gameday-bot
Claim
|
C 69 3⁄3 | ||||||||
| 21662 |
MCP server for RAD Security, providing AI-powered security insights for Kuberne…
|
C 69 4⁄4 | ||||||||
| 21663 |
sentry-mcp-rs
Claim
Fast and minimal Sentry MCP server written in Rust
|
C 69 4⁄4 | ||||||||
| 21664 |
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
|
C 69 3⁄3 | ||||||||
| 21665 |
Render and push styled pixel art, text, dashboards, and animations to Divoom Pi…
|
C 69 4⁄3 | ||||||||
| 21666 |
Enables AI-powered email management through FastMail's JMAP API with features l…
|
C 69 4⁄4 | ||||||||
| 21667 |
Transforms YouTube videos into a persistent, structured knowledge base using tr…
|
C 69 3⁄3 | ||||||||
| 21668 |
Enables complete AI agent lifecycle management through MoluAbi's platform, allo…
|
C 69 4⁄4 | ||||||||
| 21669 |
AI connector for Odoo ERP enabling natural language interaction to search, crea…
|
C 69 3⁄3 | ||||||||
| 21670 |
t32-mcp-server
Claim
TRACE32 debugger MCP — session, dialog, field, history, resource inspection
|
C 69 3⁄3 | ||||||||
| 21671 |
A unified Model Context Protocol server for managing calendars across Google Ca…
|
C 69 4⁄4 | ||||||||
| 21672 |
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
|
C 69 3⁄3 | ||||||||
| 21673 |
A Model Context Protocol server that enables AI assistants to query and manage …
|
C 69 4⁄4 | ||||||||
| 21674 |
The official AppSignal MCP Server
|
C 69 4⁄4 | ||||||||
| 21675 |
Connects AI assistants to Lanhu design collaboration platform for analyzing Axu…
|
C 69 4⁄3 | ||||||||
| 21676 |
Auto-detect stubbable packages for Python exe builds and generate minimal stub …
|
C 69 3⁄3 | ||||||||
| 21677 |
jadx-ai-mcp
Claim
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates …
|
C 69 3⁄3 | ||||||||
| 21678 |
MediaSage
Claim
Tracks movies, books, and TV shows with ratings and preferences, providing inte…
|
C 69 4⁄4 | ||||||||
| 21679 |
Provides nine specialized production-ready solvers for advanced resource alloca…
|
C 69 4⁄4 | ||||||||
| 21680 |
ProjGraph MCP Server
Claim
Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and proj…
|
C 69 3⁄3 | ||||||||
| 21681 |
A server that provides a simplified interface to Smartlead's API, allowing AI a…
|
C 69 4⁄3 | ||||||||
| 21682 |
MCP server for connecting Claude Code to a Hostinger VPS via SSH
|
C 69 3⁄3 | ||||||||
| 21683 |
systemprompt-template
Claim
Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent…
|
C 69 4⁄3 | ||||||||
| 21684 |
Visualise diagrams, generate Terraform HCL, and manage Azure/AWS/GCP infrastruc…
|
C 69 3⁄3 | ||||||||
| 21685 |
BIGHUB
Claim
Decision learning for AI agent actions. Evaluate, score, decide, and learn from…
|
C 69 4⁄3 | ||||||||
| 21686 |
Intelligent API routing for AI agents. Best service, best price, free alternati…
|
C 69 3⁄3 | ||||||||
| 21687 |
|
C 69 3⁄3 | ||||||||
| 21688 |
Upload, transform, and manage images on Get Pronto from AI agents.
|
C 69 3⁄3 | ||||||||
| 21689 |
Email marketing automation MCP server for Sequenzy. Manage subscribers, lists, …
|
C 69 4⁄4 | ||||||||
| 21690 |
Enables Discord bot integration through MCP, allowing users to manage servers, …
|
C 69 4⁄4 | ||||||||
| 21691 |
An implementation of the Model Context Protocol (MCP) server for SingleStore th…
|
C 69 4⁄4 | ||||||||
| 21692 |
hyperterse
Claim
The agentic server framework.
|
C 69 4⁄3 | ||||||||
| 21693 |
One place to manage & connect to all your MCP servers
|
C 69 4⁄4 | ||||||||
| 21694 |
Coding agent with basic read, write and command line tools.
|
C 68 4⁄3 | ||||||||
| 21695 |
GhidrAssistMCP
Claim
An native MCP server extension for Ghidra
|
C 68 3⁄3 | ||||||||
| 21696 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21697 |
Automates the Douyin Creator Platform to manage login states and publish image-…
|
C 68 3⁄3 | ||||||||
| 21698 |
Self-hosted MCP server for Nutrient Document Engine. On-premises document proce…
|
C 68 4⁄3 | ||||||||
| 21699 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21700 |
Enables AI assistants to interact with Metabase through its API, allowing them …
|
C 68 4⁄4 | ||||||||