MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 1 hour, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14851 |
Enables AI assistants running in WSL to capture Windows screenshots of full des…
|
F 30 5⁄5 | ||||||||
| 14852 |
A proxy server that wraps existing MCP servers to significantly reduce token co…
|
F 30 5⁄4 | ||||||||
| 14853 |
Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth …
|
F 30 6⁄6 | ||||||||
| 14854 |
MCP Checkpoint continuously secures and monitors Model Context Protocol operati…
|
F 30 5⁄4 | ||||||||
| 14855 |
An MCP server for getting ASCII banners
|
F 30 5⁄4 | ||||||||
| 14856 |
A lightweight yet robust server that empowers AI assistants to securely execute…
|
F 30 5⁄4 | ||||||||
| 14857 |
An AI-powered crypto trading MCP server providing technical analysis, market se…
|
F 30 6⁄6 | ||||||||
| 14858 |
A Model Context Protocol server that enables Claude to generate and upscale ima…
|
F 30 6⁄4 | ||||||||
| 14859 |
Enables Type 1 diabetes patients and caregivers to monitor real-time blood gluc…
|
F 30 6⁄6 | ||||||||
| 14860 |
An MCP server for AI agents to explore DeFi yield opportunities.
|
F 30 5⁄5 | ||||||||
| 14861 |
Enables AI assistants in IDEs to query custom documentation databases for more …
|
F 30 6⁄6 | ||||||||
| 14862 |
Interacting with Obsidian via REST API
|
F 30 5⁄5 | ||||||||
| 14863 |
An automated security engineer that integrates with AI coding assistants to per…
|
F 30 5⁄4 | ||||||||
| 14864 |
A tool-augmented LLM system for the full PDDL planning pipeline, improving reli…
|
F 30 5⁄4 | ||||||||
| 14865 |
Wraps Claude Code as a server using the Model Context Protocol (MCP), allowing …
|
F 30 5⁄5 | ||||||||
| 14866 |
The easiest path to getting an MCP server going
|
F 30 5⁄4 | ||||||||
| 14867 |
A Model Context Protocol server manager that acts as a proxy/multiplexer, enabl…
|
F 30 5⁄5 | ||||||||
| 14868 |
Transforms prompts into Chain of Draft (CoD) or Chain of Thought (CoT) format t…
|
F 30 5⁄5 | ||||||||
| 14869 |
Record and share your AI-driven development journey. Auto-saves project milesto…
|
F 30 5⁄4 | ||||||||
| 14870 |
An MCP server that interfaces with Google NotebookLM to enable autonomous acade…
|
F 30 5⁄5 | ||||||||
| 14871 |
Manage your GoLogin browser profiles and automation directly through AI convers…
|
F 30 5⁄5 | ||||||||
| 14872 |
Normalize and convert more than 400 file types via TweekIT's hosted MCP streama…
|
F 30 6⁄6 | ||||||||
| 14873 |
An AI-agent-first framework for building MCP servers that deliver interactive R…
|
F 30 5⁄5 | ||||||||
| 14874 |
Provides access to FluentLab's funding database, enabling users to search for f…
|
F 30 5⁄5 | ||||||||
| 14875 |
Enables management of Amazon Bedrock Knowledge Bases including creation, data s…
|
F 30 5⁄5 | ||||||||
| 14876 |
An intelligent debugging assistant that automates the debugging process by anal…
|
F 30 5⁄5 | ||||||||
| 14877 |
A Model Context Protocol server that performs comprehensive web research by com…
|
F 30 5⁄5 | ||||||||
| 14878 |
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
|
F 30 5⁄4 | ||||||||
| 14879 |
A universal MCP server for document processing, conversion, and automation. Han…
|
F 30 5⁄5 | ||||||||
| 14880 |
An advanced MCP server that implements sophisticated sequential thinking using …
|
F 30 5⁄5 | ||||||||
| 14881 |
A Model Context Protocol server that provides expert guidance for Dojo and Cair…
|
F 30 5⁄5 | ||||||||
| 14882 |
An MCP server that enables AI clients like Cursor, Windsurf, and Claude Desktop…
|
F 30 5⁄5 | ||||||||
| 14883 |
Enables structured, step-by-step problem-solving through dynamic thinking proce…
|
F 30 5⁄5 | ||||||||
| 14884 |
Discover MCP endpoints for real-world entities by resolving business domains.
|
F 30 6⁄6 | ||||||||
| 14885 |
A Model Context Protocol server that enhances LLM capabilities by connecting to…
|
F 30 5⁄5 | ||||||||
| 14886 |
A Slack bot and MCP client acts as a bridge between Slack and Model Context Pro…
|
F 30 5⁄4 | ||||||||
| 14887 |
A modular multi-server architecture providing development automation, JIRA mana…
|
F 30 5⁄5 | ||||||||
| 14888 |
A lightweight Flask-based server that enables Claude AI to perform real-time we…
|
F 30 5⁄5 | ||||||||
| 14889 |
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
|
F 30 5⁄4 | ||||||||
| 14890 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 14891 |
Enables querying Azure Application Insights logs by order number through natura…
|
F 30 5⁄5 | ||||||||
| 14892 |
A meta-server that aggregates multiple MCP servers into a single interface, red…
|
F 30 5⁄4 | ||||||||
| 14893 |
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
|
F 30 5⁄5 | ||||||||
| 14894 |
|
F 30 5⁄4 | ||||||||
| 14895 |
Enables direct interaction with the Discord API using both REST API calls and s…
|
F 30 5⁄5 | ||||||||
| 14896 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 14897 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
|
F 30 5⁄4 | ||||||||
| 14898 |
Run your own runbooks from Claude Desktop.
You can create your runbooks and ex…
|
F 30 5⁄5 | ||||||||
| 14899 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 14900 |
A production-ready Python scaffold for building Model Context Protocol (MCP) se…
|
F 30 5⁄4 | ||||||||