MCP Server Quality Scores
Independent quality analysis of 60387 public MCP servers
Last updated 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23901 |
mcp-github
Claim
Gitbub mcp
|
C 56 3⁄3 | ||||||||
| 23902 |
Orchestrates multiple AI agents to process complex queries by intelligently spl…
|
C 56 4⁄3 | ||||||||
| 23903 |
Enables comprehensive management of Microsoft Word documents with 30+ tools for…
|
C 56 4⁄3 | ||||||||
| 23904 |
Provides comprehensive stock intelligence and technical analysis by integrating…
|
C 56 4⁄4 | ||||||||
| 23905 |
Enables Claude to interact with Evernote notes and notebooks, supporting full-t…
|
C 56 4⁄4 | ||||||||
| 23906 |
OpenSearch MCP Server
Claim
Enables LLMs to interact with OpenSearch clusters to monitor cluster health, ma…
|
C 56 3⁄3 | ||||||||
| 23907 |
MCP Data Fetch Server
Claim
Securely fetches web content, extracts links and metadata, and downloads files …
|
C 56 4⁄4 | ||||||||
| 23908 |
Enables users to retrieve chemical safety information including compound proper…
|
C 56 4⁄4 | ||||||||
| 23909 |
Student MCP Server
Claim
Provides tools for managing student knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23910 |
This server implements the Multi-Agent Conversation Protocol for AWS SecurityHu…
|
C 56 4⁄4 | ||||||||
| 23911 |
A personal fitness tracking server that enables logging and querying workouts, …
|
C 56 4⁄3 | ||||||||
| 23912 |
spring-ai
Claim
From Java Dev to AI Engineer: Spring AI Fast Track
|
C 56 3⁄3 | ||||||||
| 23913 |
next-platform-starter
Claim
|
C 56 3⁄3 | ||||||||
| 23914 |
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
|
C 56 4⁄4 | ||||||||
| 23915 |
MCP server that turns local projects or GitHub repositories into Mermaid diagra…
|
C 56 4⁄4 | ||||||||
| 23916 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 23917 |
This MCP Server provides a natural language interface to interact with Google's…
|
C 56 4⁄4 | ||||||||
| 23918 |
URL to screenshot with metadata. Python MCP server. Claude Vision optimized.
|
C 56 4⁄3 | ||||||||
| 23919 |
kiwiclaw-mcp-server
Claim
Search vetted OpenClaw skills and browse the ClawBoard forum via 14 MCP tools.
|
C 56 3⁄3 | ||||||||
| 23920 |
WinAutoWx
Claim
Enables automated WeChat operations on Windows through pywinauto, allowing user…
|
C 56 4⁄3 | ||||||||
| 23921 |
Kagami is an MCP server designed exclusively for the Claude Code Web environmen…
|
C 56 4⁄3 | ||||||||
| 23922 |
An MCP server providing US National Weather Service data with tools to fetch we…
|
C 56 3⁄3 | ||||||||
| 23923 |
Project MCP Server
Claim
Provides tools for managing project knowledge graphs, enabling structured repre…
|
C 56 4⁄4 | ||||||||
| 23924 |
Automates Facebook Page management through the Graph API, enabling content post…
|
C 56 4⁄4 | ||||||||
| 23925 |
Timezone MCP Server
Claim
Enables LLMs to get current time information for any timezone worldwide, includ…
|
C 56 4⁄4 | ||||||||
| 23926 |
interact with your WordPress site (s) using this MCP WordPress Server
100% cre…
|
C 56 4⁄4 | ||||||||
| 23927 |
mcp-nexus
Claim
A multi-provider MCP server that acts as a unified bridge for Tavily, Brave Sea…
|
C 56 4⁄4 | ||||||||
| 23928 |
NotebookLM MCP Server
Claim
Enables AI assistants to interact with Google NotebookLM to manage notebooks, s…
|
C 56 4⁄3 | ||||||||
| 23929 |
A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…
|
C 56 4⁄3 | ||||||||
| 23930 |
Enables LLM clients to interact with a local tracker-server for checking schedu…
|
C 56 3⁄3 | ||||||||
| 23931 |
sendblue-mcp
Claim
|
C 56 3⁄3 | ||||||||
| 23932 |
curl mcp
Claim
A Multi-modal Conversation Protocol (MCP) server that enables interacting with …
|
C 56 4⁄4 | ||||||||
| 23933 |
A multi-language testing automation server that enables AI assistants to discov…
|
C 56 4⁄3 | ||||||||
| 23934 |
Exposes a local biomedical literature pipeline as MCP tools for automated resea…
|
C 56 3⁄3 | ||||||||
| 23935 |
awesome-finance-mcp
Claim
A curated list of MCP servers for AI finance agents
|
C 56 3⁄3 | ||||||||
| 23936 |
Smyth Docker Commander
Claim
Enables spawning ephemeral Linux sandbox containers using Docker and executing …
|
C 56 4⁄3 | ||||||||
| 23937 |
An MCP server that enables the analysis of CSV and Parquet files by providing t…
|
C 56 3⁄3 | ||||||||
| 23938 |
DevEx MCP Server
Claim
AI-powered cloud development IDE, so you can run AI to surf in a secure sandbox…
|
C 56 4⁄4 | ||||||||
| 23939 |
AI-Powered Cloud databases: Empower your LLMs to build, migrate, and deploy dat…
|
C 56 3⁄3 | ||||||||
| 23940 |
Enables AI assistants to create tickets and worklog entries in REI3 ticket mana…
|
C 56 4⁄4 | ||||||||
| 23941 |
BloodHound-MCP-AI
Claim
BloodHound-MCP-AI is integration that connects BloodHound with AI through Model…
|
C 56 4⁄3 | ||||||||
| 23942 |
Slack MCP Server
Claim
Enables AI assistants to interact with Slack workspaces through natural languag…
|
C 56 4⁄4 | ||||||||
| 23943 |
Access cycling race data, results, and statistics through natural language. Fea…
|
C 56 4⁄4 | ||||||||
| 23944 |
Enables context capture and reinforcement learning by recording successful work…
|
C 56 4⁄3 | ||||||||
| 23945 |
A personal MCP server for Claude Desktop that enables task management, note-tak…
|
C 56 4⁄3 | ||||||||
| 23946 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 56 4⁄3 | ||||||||
| 23947 |
Odoo MCP Server
Claim
Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports m…
|
C 56 4⁄3 | ||||||||
| 23948 |
Provides semantic search capabilities over PyTorch documentation, enabling user…
|
C 56 4⁄3 | ||||||||
| 23949 |
Enables AI agents to download, index, and semantically search PDF research pape…
|
C 56 4⁄3 | ||||||||
| 23950 |
Access and interact with anime and manga data seamlessly. Retrieve detailed inf…
|
C 56 5⁄5 | ||||||||