MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22601 |
MCP Server for Linux Scheduler Management and Auto optimization
|
C 64 4⁄3 | ||||||||
| 22602 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22603 |
An MCP server that integrates with Jira and Confluence to enable AI-powered iss…
|
C 64 4⁄4 | ||||||||
| 22604 |
Persistent memory layer for AI agents with entity resolution, PII detection, AE…
|
C 64 4⁄3 | ||||||||
| 22605 |
Enables semantic search and contextual conversations with your Calibre ebook li…
|
C 64 4⁄3 | ||||||||
| 22606 |
gin-mcp
Claim
A zero-configuration Go library to automatically expose existing Gin web framew…
|
C 64 4⁄4 | ||||||||
| 22607 |
Access MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22608 |
An MCP server that provides semantic understanding of C++ codebases using libcl…
|
C 64 4⁄3 | ||||||||
| 22609 |
Google Cloud Storage MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22610 |
Enables AI agents to manage H-E-B grocery shopping tasks including product sear…
|
C 64 4⁄3 | ||||||||
| 22611 |
Token-budgeted web fetch for AI agents. Auto-routes between Trafilatura, Jina R…
|
C 64 3⁄3 | ||||||||
| 22612 |
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
|
C 64 3⁄3 | ||||||||
| 22613 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22614 |
A Model Context Protocol server that provides task orchestration capabilities f…
|
C 64 4⁄3 | ||||||||
| 22615 |
|
C 64 3⁄3 | ||||||||
| 22616 |
toolbox
Claim
Collaborative application security testing between humans and agents via CLI an…
|
C 64 4⁄3 | ||||||||
| 22617 |
A Managed Context Provider server that crawls and indexes Zerops documentation,…
|
C 64 4⁄4 | ||||||||
| 22618 |
ai-command
Claim
Control WordPress using WP-CLI, AI, and MCP.
|
C 64 3⁄3 | ||||||||
| 22619 |
strategy-skills
Claim
11 open strategy frameworks as AI-guided prompts for any MCP client.
|
C 64 3⁄3 | ||||||||
| 22620 |
Control AI agents creation and modification via MCP.
|
C 64 4⁄4 | ||||||||
| 22621 |
MCP server for Planfix API enabling task, project, contact, and comment managem…
|
C 64 3⁄3 | ||||||||
| 22622 |
SAP Sybase MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22623 |
An MCP server that provides persistent project context, workflow management, an…
|
C 64 4⁄3 | ||||||||
| 22624 |
ServiceNow MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22625 |
IB_MCP
Claim
This project provides an Interactive Brokers (IB) API interface using the Model…
|
C 64 4⁄3 | ||||||||
| 22626 |
This MCP server provides comprehensive Google Workspace integration (Gmail, Dri…
|
C 64 4⁄3 | ||||||||
| 22627 |
Hyperlane MCP Server
Claim
Enables LLM assistants to interact with the Hyperlane cross-chain protocol for …
|
C 64 4⁄4 | ||||||||
| 22628 |
Microsoft Excel MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22629 |
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 | ||||||||
| 22630 |
Extracts branded ingredients and kitchen tools from recipes, matches them to af…
|
C 64 3⁄3 | ||||||||
| 22631 |
Enables managing Kubernetes clusters through natural language by providing tool…
|
C 64 4⁄3 | ||||||||
| 22632 |
Gives any MCP-compatible AI agent instant access to the Australian Business Reg…
|
C 64 3⁄3 | ||||||||
| 22633 |
HippoDid MCP Server
Claim
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
|
C 64 3⁄3 | ||||||||
| 22634 |
MCP server for Pancake POS — 23 tools across orders, inventory, CRM, multi-chan…
|
C 64 3⁄3 | ||||||||
| 22635 |
This read-only MCP Server allows you to connect to SAP Netweaver Gateway data f…
|
C 64 3⁄3 | ||||||||
| 22636 |
Provides access to a specific GitHub repository (my-notion) allowing AI assista…
|
C 64 4⁄4 | ||||||||
| 22637 |
An MCP server for capturing screen regions directly into Claude Code conversati…
|
C 64 3⁄3 | ||||||||
| 22638 |
computeruseprotocol
Claim
Computer Use Protocol is a universal schema for AI agents to perceive and inter…
|
C 64 3⁄3 | ||||||||
| 22639 |
Help coding agents and developers to keep track of a project's backlog by stori…
|
C 64 4⁄3 | ||||||||
| 22640 |
An MCP server that enables AI assistants to manage Docker containers, images, n…
|
C 64 4⁄3 | ||||||||
| 22641 |
MCP server for Chestniy ZNAK (Честный ЗНАК) API — product marking verification.…
|
C 64 3⁄3 | ||||||||
| 22642 |
A comprehensive MCP server that provides AI assistants with full access to Fact…
|
C 64 4⁄3 | ||||||||
| 22643 |
Provides comprehensive SQLite database operations for LLMs with security featur…
|
C 64 4⁄3 | ||||||||
| 22644 |
This read-only MCP Server allows you to connect to Bing Ads data from Claude De…
|
C 64 3⁄3 | ||||||||
| 22645 |
MCP server for DECIMER image-to-SMILES chemical structure recognition
|
C 64 3⁄3 | ||||||||
| 22646 |
Time MCP Server
Claim
Get the current UTC time in RFC 3339 format.
|
C 64 3⁄3 | ||||||||
| 22647 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22648 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 64 4⁄3 | ||||||||
| 22649 |
Enables developers and designers to work with the Carbon Design System through …
|
C 64 4⁄3 | ||||||||
| 22650 |
Enables AI agents to analyze Excel files through atomic operations like filteri…
|
C 64 4⁄3 | ||||||||