MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21751 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 21752 |
YouTube comment social network analysis (SNA): influencer centrality ranking, c…
|
C 68 3⁄3 | ||||||||
| 21753 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21754 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21755 |
mcp-server-thehive
Claim
A Rust-based MCP server to integrate TheHive, facilitating collaborative securi…
|
C 68 4⁄3 | ||||||||
| 21756 |
UnrealMotionGraphicsMCP
Claim
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to max…
|
C 68 4⁄3 | ||||||||
| 21757 |
MCP server for interacting with GitLab API, supporting dynamic tool selection a…
|
C 68 3⁄3 | ||||||||
| 21758 |
调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份…
|
C 68 3⁄3 | ||||||||
| 21759 |
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + App…
|
C 68 3⁄3 | ||||||||
| 21760 |
Enables AI assistants to interact with Metabase through its API, allowing them …
|
C 68 4⁄4 | ||||||||
| 21761 |
Enables execution of SQL queries and management of Microsoft SQL Server databas…
|
C 68 4⁄4 | ||||||||
| 21762 |
Enables secure chat-based interaction with PostgreSQL databases through Claude …
|
C 68 4⁄4 | ||||||||
| 21763 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||
| 21764 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||
| 21765 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 21766 |
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
|
C 68 4⁄4 | ||||||||
| 21767 |
open-claude-in-chrome
Claim
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any …
|
C 68 3⁄3 | ||||||||
| 21768 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21769 |
MCP Framework
Claim
A middleware system that connects large language models (LLMs) with various too…
|
C 68 4⁄4 | ||||||||
| 21770 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21771 |
Model Context Protocol server that enables LLMs to interact with X.com (formerl…
|
C 68 4⁄4 | ||||||||
| 21772 |
Enables AI-powered legal research and analysis of Polish legal acts from the Se…
|
C 68 4⁄4 | ||||||||
| 21773 |
MCP server for TemplateFox PDF generation API - Generate PDFs from templates vi…
|
C 68 3⁄3 | ||||||||
| 21774 |
Salesforce MCP Server
Claim
A comprehensive server that transforms Claude Desktop into a Salesforce IDE for…
|
C 68 4⁄4 | ||||||||
| 21775 |
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Poli…
|
C 68 4⁄3 | ||||||||
| 21776 |
AI powered automation toolkit which acts as an agent that discovers MCP servers…
|
C 68 4⁄3 | ||||||||
| 21777 |
An automated MCP server for Google Stitch that enables AI-driven UI design gene…
|
C 68 4⁄3 | ||||||||
| 21778 |
MCP server for integrating Ghidra with AI assistants. This plugin enables binar…
|
C 68 4⁄3 | ||||||||
| 21779 |
gpt-researcher
Claim
An autonomous agent that conducts deep research on any data using any LLM provi…
|
C 68 4⁄3 | ||||||||
| 21780 |
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
|
C 68 3⁄3 | ||||||||
| 21781 |
A local MCP server that provides a secure bridge for automating macOS applicati…
|
C 68 4⁄3 | ||||||||
| 21782 |
A Model Context Protocol server for Omi interaction and automation. This server…
|
C 68 4⁄4 | ||||||||
| 21783 |
Transforms AI agents into industry experts through natural conversation, enabli…
|
C 68 4⁄4 | ||||||||
| 21784 |
MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI t…
|
C 68 4⁄3 | ||||||||
| 21785 |
Provides standardized MCP interfaces for Azure services including Cosmos DB ope…
|
C 68 4⁄4 | ||||||||
| 21786 |
Polyglot MCP test generation with 8-section contract enforcement across Python,…
|
C 68 3⁄3 | ||||||||
| 21787 |
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
|
C 68 4⁄4 | ||||||||
| 21788 |
|
C 68 3⁄3 | ||||||||
| 21789 |
osmmcp
Claim
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Mode…
|
C 68 4⁄3 | ||||||||
| 21790 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21791 |
Automates carbon credit project registration document review, transforming 6-8 …
|
C 68 4⁄3 | ||||||||
| 21792 |
adtk
Claim
The most comprehensive Azure DevOps MCP server & CLI — 13 tools, 82 actions, si…
|
C 68 4⁄4 | ||||||||
| 21793 |
pmcp
Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
|
C 68 4⁄3 | ||||||||
| 21794 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 21795 |
MCP server for ZenMoney personal finance app
|
C 68 3⁄3 | ||||||||
| 21796 |
toolhive-cloud-ui
Claim
ToolHive Cloud UI surfaces MCP servers running in your infrastructure, highligh…
|
C 68 4⁄3 | ||||||||
| 21797 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 21798 |
Provides structured access to PMAS Arid Agriculture University Rawalpindi's aca…
|
C 68 4⁄4 | ||||||||
| 21799 |
Pay for any x402-gated content or API with USDC micropayments on Base. Discover…
|
C 68 3⁄3 | ||||||||
| 21800 |
An MCP server for Garmin Connect that provides access to fitness activities, he…
|
C 68 3⁄3 | ||||||||