MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22451 |
MCP server for ZMQ messaging
|
C 65 3⁄3 | ||||||||
| 22452 |
|
C 65 3⁄3 | ||||||||
| 22453 |
Umbrella MCP Server
Claim
Provides read-only access to Umbrella Cost finops platform, enabling natural la…
|
C 65 4⁄4 | ||||||||
| 22454 |
Provides production-grade tools for YouTube channel resolution, video metadata …
|
C 65 4⁄4 | ||||||||
| 22455 |
mTarsier
Claim
mTarsier - The Open Source MCP & Skill Manager for Claude, Cursor, VS Code & an…
|
C 65 4⁄3 | ||||||||
| 22456 |
modelmux
Claim
Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart ro…
|
C 65 4⁄3 | ||||||||
| 22457 |
This read-only MCP Server allows you to connect to Google Ad Manager data from …
|
C 64 3⁄3 | ||||||||
| 22458 |
Eagle MCP Server
|
C 64 4⁄4 | ||||||||
| 22459 |
A2V
Claim
A2V: Next-Gen AI Value Compute Protocol. …
|
C 64 4⁄3 | ||||||||
| 22460 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22461 |
Power BI XMLA MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22462 |
gin-mcp
Claim
A zero-configuration Go library to automatically expose existing Gin web framew…
|
C 64 4⁄4 | ||||||||
| 22463 |
A production-grade, LLM-agnostic MCP server that integrates AI models with tool…
|
C 64 4⁄4 | ||||||||
| 22464 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 22465 |
Connects Claude Desktop to Redmine for seamless project and issue management, i…
|
C 64 4⁄4 | ||||||||
| 22466 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22467 |
An MCP server for RenderDoc: Empowering AI assistants to analyze GPU frame capt…
|
C 64 3⁄3 | ||||||||
| 22468 |
Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack M…
|
C 64 3⁄3 | ||||||||
| 22469 |
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
|
C 64 3⁄3 | ||||||||
| 22470 |
Sybase IQ MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22471 |
A Model Context Protocol server that enables natural language commands to manag…
|
C 64 4⁄4 | ||||||||
| 22472 |
MCP server for NetApp AI Data Engine
|
C 64 3⁄3 | ||||||||
| 22473 |
Unity MCP Server
Claim
Exposes Unity Editor project context and manipulation tools to AI coding agents…
|
C 64 3⁄3 | ||||||||
| 22474 |
ILSpy-Mcp
Claim
🔓 UNLEASH ILSpy'S POWER. Reverse-engineer DOTNET code at GOD SPEED. AI-assisted…
|
C 64 3⁄3 | ||||||||
| 22475 |
Dynamically generates MCP tools from OpenAPI specifications, enabling AI assist…
|
C 64 4⁄4 | ||||||||
| 22476 |
Bringing the debugging we know and love as human programmers to our AI agents –…
|
C 64 4⁄3 | ||||||||
| 22477 |
Unity MCP Server
Claim
A Unity Editor plugin that exposes Unity Editor capabilities to external AI age…
|
C 64 3⁄3 | ||||||||
| 22478 |
vidal-helpdesk-mcp
Claim
Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autono…
|
C 64 3⁄3 | ||||||||
| 22479 |
The U.S. Census Bureau Data API MCP connects AI Assistants with official Census…
|
C 64 4⁄3 | ||||||||
| 22480 |
Full-coverage MCP server for Instagram Graph API v25.0, Threads API & Meta plat…
|
C 64 3⁄3 | ||||||||
| 22481 |
SAP ERP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22482 |
director
Claim
MCP Playbooks for AI agents
|
C 64 4⁄3 | ||||||||
| 22483 |
The Graph Token API MCP
Claim
Official MCP server that turns The Graph’s Token API into a plug-and-play web3 …
|
C 64 4⁄3 | ||||||||
| 22484 |
TrendRadar
Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
|
C 64 4⁄3 | ||||||||
| 22485 |
An MCP server that provides persistent project context, workflow management, an…
|
C 64 4⁄3 | ||||||||
| 22486 |
Parquet MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22487 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22488 |
A Model Context Protocol server that provides Claude with comprehensive access …
|
C 64 4⁄4 | ||||||||
| 22489 |
Enables AI agents to programmatically access self-hosted Penpot instances to re…
|
C 64 4⁄4 | ||||||||
| 22490 |
This read-only MCP Server allows you to connect to Google Campaign Manager 360 …
|
C 64 3⁄3 | ||||||||
| 22491 |
An MCP server that provides access to a SQLite database for analyzing trading s…
|
C 64 4⁄3 | ||||||||
| 22492 |
SAS Data Sets MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22493 |
best-of-mcp-servers
Claim
🏆 A ranked list of MCP servers. Updated weekly.
|
C 64 3⁄3 | ||||||||
| 22494 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22495 |
An MCP to develop MATLAB pipelines section by section and read figures one dime…
|
C 64 4⁄3 | ||||||||
| 22496 |
SharePoint Excel Services MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22497 |
Microsoft OneDrive MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22498 |
microsandbox
Claim
microsandbox
|
C 64 4⁄4 | ||||||||
| 22499 |
xiaozhi-esp32-server
Claim
本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, …
|
C 64 4⁄3 | ||||||||
| 22500 |
AI-controlled algorithmic trading engine exposing 40 MCP tools across 9 namespa…
|
C 64 3⁄3 | ||||||||