MCP Server Quality Scores
Independent quality analysis of 50330 public MCP servers
Last updated 1 hour, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16851 |
Enables natural language management of GitHub Actions Runner Controller (ARC) i…
|
F 25 5⁄5 | ||||||||
| 16852 |
Two prediction examples in the Alink tutorial: input a year to predict GMV; inp…
|
F 25 6⁄6 | ||||||||
| 16853 |
Search and retrieve Korean statutes and administrative rules with precise filte…
|
F 25 6⁄6 | ||||||||
| 16854 |
Generate images, video, and audio via 20+ AI models (Flux, GPT-Image-1, Imagen …
|
F 25 5⁄5 | ||||||||
| 16855 |
Sovereign AI intelligence platform with 73K+ darknet threat intel points, 65+ d…
|
F 25 6⁄6 | ||||||||
| 16856 |
A secure Model Context Protocol server that provides controlled filesystem acce…
|
F 25 5⁄5 | ||||||||
| 16857 |
Enables Claude to interact with DingTalk workspaces to search for users, retrie…
|
F 25 5⁄5 | ||||||||
| 16858 |
Generate PDFs, screenshots, and documents via any MCP-compatible AI agent.
|
F 25 5⁄4 | ||||||||
| 16859 |
Provides Claude Code direct access to a Sirr secret vault for reading, pushing,…
|
F 25 5⁄5 | ||||||||
| 16860 |
Enables AI agents to scrape any website by providing tools for JavaScript rende…
|
F 25 5⁄5 | ||||||||
| 16861 |
An MCP server that generates high-quality blog cover images using Google Gemini…
|
F 25 5⁄5 | ||||||||
| 16862 |
Enables interaction with MongoDB databases through MCP protocol. Provides conta…
|
F 25 5⁄5 | ||||||||
| 16863 |
Extract documentation for AI agents from any site with llms.txt support. Featur…
|
F 25 5⁄5 | ||||||||
| 16864 |
An educational implementation of a Model Context Protocol server that demonstra…
|
F 25 5⁄5 | ||||||||
| 16865 |
Email read tracking via Gmail. Send tracked emails, check if they were opened w…
|
F 25 6⁄6 | ||||||||
| 16866 |
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
|
F 25 5⁄5 | ||||||||
| 16867 |
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
|
F 25 5⁄5 | ||||||||
| 16868 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16869 |
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
|
F 25 5⁄5 | ||||||||
| 16870 |
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
|
F 25 5⁄4 | ||||||||
| 16871 |
A Model Context Protocol implementation that provides a standardized interface …
|
F 25 5⁄5 | ||||||||
| 16872 |
Open agent registry — discover and hire autonomous AI agents by capability. 16 …
|
F 25 5⁄5 | ||||||||
| 16873 |
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
|
F 25 5⁄5 | ||||||||
| 16874 |
A Model Context Protocol server that enables controlling Spotify playback throu…
|
F 25 5⁄4 | ||||||||
| 16875 |
|
F 25 5⁄5 | ||||||||
| 16876 |
A Python server that enables interaction with macOS native applications (Contac…
|
F 25 5⁄4 | ||||||||
| 16877 |
Enables comprehensive interaction with Slack workspaces, allowing users to mana…
|
F 25 5⁄5 | ||||||||
| 16878 |
MCP Server Framework and Tool Development library for building custom capabilit…
|
F 25 5⁄4 | ||||||||
| 16879 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16880 |
Enables debugging of Python, JavaScript/TypeScript, Go, and Rust code using rea…
|
F 25 5⁄4 | ||||||||
| 16881 |
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
|
F 25 5⁄5 | ||||||||
| 16882 |
Deep research MCP server for OpenAI Responses API or Open Deep Research (smolag…
|
F 25 5⁄5 | ||||||||
| 16883 |
Connects Google Search Console with Claude AI to analyze SEO data through natur…
|
F 25 5⁄5 | ||||||||
| 16884 |
Provides tools for browser-driven automation, HTTP API health checks, and visua…
|
F 25 5⁄4 | ||||||||
| 16885 |
An MCP server that exposes Eduframe resources as tools, allowing users to manag…
|
F 25 5⁄5 | ||||||||
| 16886 |
Create crafted UI components inspired by the best 21st.dev design engineers.
|
F 25 5⁄4 | ||||||||
| 16887 |
Enables AI agents to interact with DeFi protocols on the KAIA blockchain, inclu…
|
F 25 5⁄5 | ||||||||
| 16888 |
Provides access to Appian's Aurora design system documentation via GitHub, enab…
|
F 25 5⁄5 | ||||||||
| 16889 |
Enables users to access and manage Replicate's AI models and predictions via th…
|
F 25 5⁄5 | ||||||||
| 16890 |
Implements the Chain of Draft reasoning approach to generate minimalistic inter…
|
F 25 5⁄5 | ||||||||
| 16891 |
Provides real-time market data for A-shares, Hong Kong, and US stocks using the…
|
F 25 5⁄5 | ||||||||
| 16892 |
Enables AI-assisted 3D modeling workflows by connecting Blender with LLMs and C…
|
F 25 5⁄4 | ||||||||
| 16893 |
An MCP server that enables semantic search over local files or GitHub repositor…
|
F 25 5⁄4 | ||||||||
| 16894 |
Identifies biological species, returning Latin names with confidence scores.
|
F 25 5⁄4 | ||||||||
| 16895 |
Allow AI agents to scan code for security vulnerabilites using Semgrep.
|
F 25 5⁄5 | ||||||||
| 16896 |
A server that implements the Model Context Protocol to connect LLMs to Brightsy…
|
F 25 6⁄6 | ||||||||
| 16897 |
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
|
F 25 5⁄5 | ||||||||
| 16898 |
Enables Claude Code to send Telegram notifications when tasks complete, errors …
|
F 25 5⁄5 | ||||||||
| 16899 |
|
F 25 5⁄5 | ||||||||
| 16900 |
A TypeScript-based Model Context Protocol server that enables Claude Desktop to…
|
F 25 5⁄4 | ||||||||