MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23851 |
An unofficial JavaScript SDK to create customized servers for the Model Context…
|
C 56 4⁄4 | ||||||||
| 23852 |
Provides high-performance Chinese text segmentation, POS tagging, and keyword e…
|
C 56 4⁄4 | ||||||||
| 23853 |
Provides a unified API to connect LLMs to various databases, with schema normal…
|
C 56 4⁄3 | ||||||||
| 23854 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23855 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 23856 |
Access and interact with anime and manga data seamlessly. Retrieve detailed inf…
|
C 56 5⁄5 | ||||||||
| 23857 |
Connects to the US Treasury's Fiscal Data API, enabling users to fetch specific…
|
C 56 4⁄4 | ||||||||
| 23858 |
An advanced integrated MCP server platform that combines 600+ tools and multipl…
|
C 56 4⁄4 | ||||||||
| 23859 |
popup-mcp
Claim
Create and manage Popup web pages via AI — no login required. 30초 만에 웹페이지를 만들고 …
|
C 56 3⁄3 | ||||||||
| 23860 |
Exposes 90 production-grade tools for interacting with the complete HPE Aruba N…
|
C 56 4⁄4 | ||||||||
| 23861 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23862 |
OpenSearch MCP Server
Claim
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
|
C 56 3⁄3 | ||||||||
| 23863 |
Open-source MCP servers for ESG data extraction, analysis, and regulation manag…
|
C 56 4⁄3 | ||||||||
| 23864 |
Provides weather query capabilities including current weather, daily/hourly for…
|
C 56 4⁄4 | ||||||||
| 23865 |
Ava
Claim
An AI-powered MCP server that automatically tracks and reports task progress to…
|
C 56 4⁄3 | ||||||||
| 23866 |
mcp-log-proxy
Claim
MCP server proxy that offers a Web UI to the full message flow
|
C 56 4⁄3 | ||||||||
| 23867 |
A Model Context Protocol server that enables natural language interaction with …
|
C 56 4⁄4 | ||||||||
| 23868 |
A starter template for building Model Context Protocol servers that can integra…
|
C 56 4⁄4 | ||||||||
| 23869 |
Slack MCP Server
Claim
Enables AI assistants to interact with Slack workspaces through natural languag…
|
C 56 4⁄4 | ||||||||
| 23870 |
IBKR MCP Server
Claim
Provides AI models with secure access to Interactive Brokers trading data and f…
|
C 56 4⁄3 | ||||||||
| 23871 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 23872 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23873 |
Provides AI-powered medical consultation and clinical decision support through …
|
C 56 4⁄4 | ||||||||
| 23874 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 23875 |
MCP Server for networl monitoring software ntopng.
|
C 56 4⁄4 | ||||||||
| 23876 |
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
|
C 56 4⁄3 | ||||||||
| 23877 |
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
|
C 56 4⁄3 | ||||||||
| 23878 |
awesome-mcp-servers
Claim
Awesome MCP Servers - A curated list of Model Context Protocol servers
|
C 56 3⁄3 | ||||||||
| 23879 |
A template MCP server built with FastMCP framework that demonstrates basic tool…
|
C 56 4⁄4 | ||||||||
| 23880 |
bitcoinrepo
Claim
|
C 56 3⁄3 | ||||||||
| 23881 |
Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise envi…
|
C 56 4⁄4 | ||||||||
| 23882 |
Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…
|
C 56 4⁄3 | ||||||||
| 23883 |
Provides knowledge extraction and cross-repo analysis tools for multi-repositor…
|
C 56 4⁄4 | ||||||||
| 23884 |
n8n MCP Server
Claim
Enables ChatGPT to manage n8n workflows through the official REST API. Supports…
|
C 56 4⁄4 | ||||||||
| 23885 |
An MCP (Multi-Agent Conversation Protocol) Server for interacting with Resend's…
|
C 56 4⁄4 | ||||||||
| 23886 |
Student MCP Server
Claim
Provides tools for managing student knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23887 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 23888 |
NotebookLM MCP Server
Claim
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
|
C 56 4⁄3 | ||||||||
| 23889 |
Provides semantic search capabilities over PyTorch documentation, enabling user…
|
C 56 4⁄3 | ||||||||
| 23890 |
Enables LLM clients to interact with a local tracker-server for checking schedu…
|
C 56 3⁄3 | ||||||||
| 23891 |
docker
Claim
sapne dekha
ache baat hai
sapna ke so jaana
wo sahi nahi hai
|
C 56 4⁄4 | ||||||||
| 23892 |
Project MCP Server
Claim
Provides tools for managing project knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23893 |
Enables AI agents to download, index, and semantically search PDF research pape…
|
C 56 4⁄3 | ||||||||
| 23894 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23895 |
kiwiclaw-mcp-server
Claim
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
|
C 56 3⁄3 | ||||||||
| 23896 |
A comprehensive project management system that provides a full-featured Kanban …
|
C 56 4⁄4 | ||||||||
| 23897 |
Moodle MCP Server
Claim
Enables interaction with Moodle learning management systems through the Moodle …
|
C 56 4⁄3 | ||||||||
| 23898 |
Timezone MCP Server
Claim
Enables LLMs to get current time information for any timezone worldwide, includ…
|
C 56 4⁄4 | ||||||||
| 23899 |
An MCP server that enables the analysis of CSV and Parquet files by providing t…
|
C 56 3⁄3 | ||||||||
| 23900 |
Auto-generated server that enables interaction with Notion's API through the Mu…
|
C 56 4⁄3 | ||||||||