MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14901 |
A demonstration server showing MCP implementation in Python with resource handl…
|
F 30 5⁄4 | ||||||||
| 14902 |
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
F 30 5⁄4 | ||||||||
| 14903 |
Connects MCP clients to the 638Labs registry to discover, route, and auction ta…
|
F 30 5⁄5 | ||||||||
| 14904 |
Enables interaction with the Anki desktop flashcard application through the Ank…
|
F 30 5⁄4 | ||||||||
| 14905 |
An MCP server that converts Markdown to HTML, supporting both stdio and HTTP in…
|
F 30 5⁄5 | ||||||||
| 14906 |
Bidirectional Figma MCP — AI draws UI on Figma canvas, reads designs back
|
F 30 5⁄4 | ||||||||
| 14907 |
An MCP server for macOS that enables AI agents to control the desktop GUI throu…
|
F 30 5⁄4 | ||||||||
| 14908 |
An ed(1)-inspired MCP server that provides a single-character command protocol …
|
F 30 5⁄4 | ||||||||
| 14909 |
Enables access to StealthMole's threat intelligence API for searching and monit…
|
F 30 6⁄6 | ||||||||
| 14910 |
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
|
F 30 5⁄4 | ||||||||
| 14911 |
A modular MCP server that provides tools for file operations, regex-based code …
|
F 30 5⁄4 | ||||||||
| 14912 |
Manage Apache Ambari clusters effortlessly. Start, stop, and restart services; …
|
F 30 5⁄4 | ||||||||
| 14913 |
Once configured, you can use natural language commands like:
"Search for faile…
|
F 30 5⁄5 | ||||||||
| 14914 |
Enables AI agents to interact with Windows operating systems through native UI …
|
F 30 5⁄4 | ||||||||
| 14915 |
Enables AI agents to interact with Firebase services including Authentication, …
|
F 30 5⁄4 | ||||||||
| 14916 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 14917 |
Provides AI assistants with live access to a Gerbil Scheme environment to evalu…
|
F 30 5⁄4 | ||||||||
| 14918 |
A demo MCP server implementation that provides a single stock search tool which…
|
F 30 5⁄4 | ||||||||
| 14919 |
An MCP server that allows Claude and other LLMs to manage persistent memories a…
|
F 30 5⁄5 | ||||||||
| 14920 |
A versatile tool that enables querying and exporting data from multiple relatio…
|
F 30 5⁄5 | ||||||||
| 14921 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 14922 |
Enables local language models to request real-time peer review feedback from Go…
|
F 30 5⁄5 | ||||||||
| 14923 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 14924 |
An example MCP server demonstrating how to create custom tools for LLMs like Cl…
|
F 30 5⁄4 | ||||||||
| 14925 |
An MCP server for the OpenAI Codex CLI that provides coding assistance with mul…
|
F 30 5⁄4 | ||||||||
| 14926 |
upload and manipulation of IPFS storage
|
F 30 5⁄5 | ||||||||
| 14927 |
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
|
F 30 5⁄5 | ||||||||
| 14928 |
Automatically generates and runs MCP servers by scraping API documentation and …
|
F 30 5⁄5 | ||||||||
| 14929 |
Enables LLMs to retrieve and process web content by fetching URLs and convertin…
|
F 30 5⁄5 | ||||||||
| 14930 |
An advanced integration package that leverages OpenRouter and Perplexity APIs t…
|
F 30 5⁄5 | ||||||||
| 14931 |
Enables comprehensive product management for e-commerce with CRUD operations, A…
|
F 30 5⁄5 | ||||||||
| 14932 |
One MCP connection for all your tools — with discovery, namespacing, and execut…
|
F 30 5⁄4 | ||||||||
| 14933 |
Greet people, perform quick calculations, and generate images from text prompts…
|
F 30 5⁄4 | ||||||||
| 14934 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 14935 |
An MCP server enabling CFBD API queries within Claude Desktop.
|
F 30 5⁄5 | ||||||||
| 14936 |
A server that connects MCP clients (Claude, Cursor, Windsurf, etc.) to EventCat…
|
F 30 6⁄6 | ||||||||
| 14937 |
An MCP server that enables generating scripts based on specified topics and key…
|
F 30 5⁄4 | ||||||||
| 14938 |
Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, G…
|
F 30 5⁄5 | ||||||||
| 14939 |
Enables AI-assisted image generation from text prompts using multiple providers…
|
F 30 6⁄6 | ||||||||
| 14940 |
linkedmcp
|
F 30 5⁄5 | ||||||||
| 14941 |
Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, …
|
F 30 5⁄5 | ||||||||
| 14942 |
An MCP server that enables integration with SonarQube Server or Cloud for code …
|
F 30 6⁄4 | ||||||||
| 14943 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
|
F 30 5⁄4 | ||||||||
| 14944 |
Enables intelligent search and retrieval of Japanese legal statutes through the…
|
F 30 5⁄5 | ||||||||
| 14945 |
Human-in-the-loop approvals and notifications for AI agents via WhatsApp. Enabl…
|
F 30 5⁄4 | ||||||||
| 14946 |
A powerful, self-extending MCP server for dynamic AI tool orchestration. Featur…
|
F 30 5⁄4 | ||||||||
| 14947 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 14948 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 14949 |
A Model Context Protocol (MCP) server that enables AI assistants to generate im…
|
F 30 5⁄5 | ||||||||
| 14950 |
Get the LaTeX source of arXiv papers to handle mathematical content and equatio…
|
F 30 5⁄5 | ||||||||