MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21551 |
An enterprise-grade MCP server for AI-powered reverse engineering. Enables AI a…
|
C 69 4⁄3 | ||||||||
| 21552 |
Provides nine specialized production-ready solvers for advanced resource alloca…
|
C 69 4⁄4 | ||||||||
| 21553 |
AdoMcp
Claim
Database MCP server for schema discovery, comments, and SQL queries.
|
C 69 3⁄3 | ||||||||
| 21554 |
Enables AI assistants to interact with Yandex.Tracker task management system th…
|
C 69 4⁄4 | ||||||||
| 21555 |
A security-focused tool that implements least-privilege credential injection fo…
|
C 69 3⁄3 | ||||||||
| 21556 |
Real-time LTL fuel surcharge rates for 10 US carriers with verifiable provenanc…
|
C 69 3⁄3 | ||||||||
| 21557 |
MCP server for the Open Archives genealogical search engine.
|
C 69 3⁄3 | ||||||||
| 21558 |
Enables management of AI-powered email marketing automation, including subscrib…
|
C 69 4⁄4 | ||||||||
| 21559 |
AI services via Bitcoin Lightning — PDF summarisation, code review, translation…
|
C 69 3⁄3 | ||||||||
| 21560 |
mcp-reporter is a streamlined utility that generates comprehensive capability r…
|
C 69 4⁄3 | ||||||||
| 21561 |
Enables AI agents to interact with the Ayrshare API to publish social media pos…
|
C 69 4⁄4 | ||||||||
| 21562 |
Enables natural language control over Ableton Live for generating musical patte…
|
C 69 4⁄3 | ||||||||
| 21563 |
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
|
C 69 4⁄4 | ||||||||
| 21564 |
ProjGraph MCP Server
Claim
Analyze .NET solutions: Generate Mermaid graphs, ERDs, class diagrams, and proj…
|
C 69 3⁄3 | ||||||||
| 21565 |
한국 사업자용 계약서 자동 생성 Claude Code 스킬. 9종 계약서(근로·알바·유연·일용·프리랜서·외주·변경·연봉) + MCP 개인정보 …
|
C 69 3⁄3 | ||||||||
| 21566 |
Open Source Generic MCP Client for testing & evaluating mcp servers and agents
|
C 69 4⁄3 | ||||||||
| 21567 |
Enables AI assistants to manage Microsoft Outlook email and calendar through th…
|
C 69 4⁄3 | ||||||||
| 21568 |
On-chain economy for AI agents: escrow, marketplace, data rights, reputation, d…
|
C 69 3⁄3 | ||||||||
| 21569 |
Enables document format conversion between various formats (Markdown, HTML, PDF…
|
C 69 4⁄3 | ||||||||
| 21570 |
MCP Foxxy Bridge is a one-to-many proxy for the Model Context Protocol (MCP). I…
|
C 69 4⁄4 | ||||||||
| 21571 |
Enables AI assistants to interact with WordPress sites through REST APIs, allow…
|
C 69 4⁄4 | ||||||||
| 21572 |
MCP server for fixing static analysis issues from SARIF reports with AI agents
|
C 69 3⁄3 | ||||||||
| 21573 |
A unified Model Context Protocol server for managing calendars across Google Ca…
|
C 69 4⁄4 | ||||||||
| 21574 |
MCP server for RAD Security, providing AI-powered security insights for Kuberne…
|
C 69 4⁄4 | ||||||||
| 21575 |
Enables interaction with the Morpho GraphQL API, providing tools for accessing …
|
C 69 4⁄4 | ||||||||
| 21576 |
An MCP server that wraps the ShipSaving logistics REST API, enabling AI assista…
|
C 69 3⁄3 | ||||||||
| 21577 |
systemprompt-template
Claim
Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent…
|
C 69 4⁄3 | ||||||||
| 21578 |
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
|
C 69 3⁄3 | ||||||||
| 21579 |
Render and push styled pixel art, text, dashboards, and animations to Divoom Pi…
|
C 69 4⁄3 | ||||||||
| 21580 |
Control AWX/Ansible Tower through natural language - 49 tools for automation
|
C 69 4⁄3 | ||||||||
| 21581 |
MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation
|
C 69 4⁄3 | ||||||||
| 21582 |
mlb-gameday-bot
Claim
|
C 69 3⁄3 | ||||||||
| 21583 |
A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving …
|
C 69 4⁄4 | ||||||||
| 21584 |
Enables AI assistants to interact with GoHighLevel's complete API including con…
|
C 69 4⁄4 | ||||||||
| 21585 |
Enables complete AI agent lifecycle management through MoluAbi's platform, allo…
|
C 69 4⁄4 | ||||||||
| 21586 |
Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Eu…
|
C 69 3⁄3 | ||||||||
| 21587 |
A server that provides a simplified interface to Smartlead's API, allowing AI a…
|
C 69 4⁄3 | ||||||||
| 21588 |
MCP server for StarUML — generate UML diagrams from AI agents via stdio or HTTP.
|
C 69 3⁄3 | ||||||||
| 21589 |
MCP server for managing Minecraft servers through [Crafty Controller 4](https:/…
|
C 69 3⁄3 | ||||||||
| 21590 |
Secure MCP server for Obsidian with OWASP Top 10 controls and full audit loggin…
|
C 69 3⁄3 | ||||||||
| 21591 |
Enables control of digital mixers (Behringer X32, Midas M32) through natural la…
|
C 69 4⁄4 | ||||||||
| 21592 |
Enables AI assistants to interact with Yuque (语雀) platform through MCP protocol…
|
C 69 4⁄4 | ||||||||
| 21593 |
An MCP server that lets AI agents launch, interact with, and inspect Textual TU…
|
C 69 3⁄3 | ||||||||
| 21594 |
ai-mate
Claim
AI development assistant MCP server for Symfony projects
|
C 69 3⁄3 | ||||||||
| 21595 |
Transforms YouTube videos into a persistent, structured knowledge base using tr…
|
C 69 3⁄3 | ||||||||
| 21596 |
Agent-safe Excel workbook analysis, editing, recalc, and verification tools.
|
C 69 4⁄3 | ||||||||
| 21597 |
Connects AI assistants to Lanhu design collaboration platform for analyzing Axu…
|
C 69 4⁄3 | ||||||||
| 21598 |
A coding agent toolkit that provides IDE-like semantic code retrieval and editi…
|
C 69 4⁄3 | ||||||||
| 21599 |
Bridges Cursor AI to Figma for chat-driven design creation and editing directly…
|
C 69 3⁄3 | ||||||||
| 21600 |
An MCP server that provides CPU emulation, disassembly, and assembly tools for …
|
C 69 3⁄3 | ||||||||