MCP Server Quality Scores
Independent quality analysis of 33842 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15651 |
Turn a web service into an MCP server in one click without making any code chan…
|
F 30 5⁄5 | ||||||||
| 15652 |
Enables management of retail e-commerce products with CRUD operations, AI-power…
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F 30 5⁄5 | ||||||||
| 15653 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15654 |
An experimental MCP server that provides weather information tools, including t…
|
F 30 5⁄5 | ||||||||
| 15655 |
From API to AI in 30 Seconds - Transform any API into an intelligent MCP agent …
|
F 30 5⁄4 | ||||||||
| 15656 |
Provides access to Indian healthcare knowledge bases including 500,000+ branded…
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F 30 5⁄5 | ||||||||
| 15657 |
Enables local language models to request real-time peer review feedback from Go…
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F 30 5⁄5 | ||||||||
| 15658 |
Integrates the Detox mobile testing framework with Claude, enabling test execut…
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F 30 5⁄4 | ||||||||
| 15659 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
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F 30 5⁄5 | ||||||||
| 15660 |
An MCP server for AI agents to explore DeFi yield opportunities.
|
F 30 5⁄5 | ||||||||
| 15661 |
Gives VS Code agent mode planning superpowers with dynamic todo lists
|
F 30 5⁄4 | ||||||||
| 15662 |
A comprehensive Data Platform server that enables seamless integration between …
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F 30 5⁄5 | ||||||||
| 15663 |
An intelligent MCP server that analyzes folder contents to automatically catego…
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F 30 5⁄4 | ||||||||
| 15664 |
MCP server for a queryable database for aging and longevity research from the O…
|
F 30 5⁄5 | ||||||||
| 15665 |
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
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F 30 5⁄5 | ||||||||
| 15666 |
A server that translates Model Context Protocol (MCP) tool callings to traditio…
|
F 30 5⁄5 | ||||||||
| 15667 |
Analyzes survey comments from CSV files using morphological analysis and AI to …
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F 30 5⁄5 | ||||||||
| 15668 |
An intelligent debugging assistant that automates the debugging process by anal…
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F 30 5⁄5 | ||||||||
| 15669 |
Enables remote MCP server connections with WorkOS AuthKit authentication and us…
|
F 30 5⁄5 | ||||||||
| 15670 |
A secure server that allows LLM applications like Claude to execute whitelisted…
|
F 30 5⁄4 | ||||||||
| 15671 |
Enables AI agents to interact with Notion workspaces through the Notion API, al…
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F 30 5⁄5 | ||||||||
| 15672 |
A code-first MCP server that provides a single tool to execute JavaScript or Ty…
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F 30 5⁄4 | ||||||||
| 15673 |
An MCP server that enables AI-assisted network packet analysis using Wireshark'…
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F 30 5⁄4 | ||||||||
| 15674 |
Enables security professionals to query and analyze Active Directory attack pat…
|
F 30 5⁄5 | ||||||||
| 15675 |
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
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F 30 5⁄5 | ||||||||
| 15676 |
Enables LLM interactions with Juniper Junos network devices, allowing natural l…
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F 30 5⁄5 | ||||||||
| 15677 |
A secure Model Context Protocol server that provides tools for calculating Fibo…
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F 30 5⁄4 | ||||||||
| 15678 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15679 |
Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidel…
|
F 30 5⁄4 | ||||||||
| 15680 |
A simple Model Context Protocol server demonstration that provides SSE streamin…
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F 30 5⁄5 | ||||||||
| 15681 |
Provides software development planning tools to help users create implementatio…
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F 30 5⁄5 | ||||||||
| 15682 |
Reduce context usage on file use. Send only unified diffs instead of full files…
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F 30 5⁄5 | ||||||||
| 15683 |
Enables AI assistants running in WSL to capture Windows screenshots of full des…
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F 30 5⁄5 | ||||||||
| 15684 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 15685 |
Exposes a large catalog of coding assistant prompts as MCP tools with model-awa…
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F 30 5⁄4 | ||||||||
| 15686 |
Provides unified natural language access to 40+ astronomical databases and surv…
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F 30 5⁄5 | ||||||||
| 15687 |
Enables agents to search official Mermaid diagram syntax documentation and vali…
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F 30 5⁄5 | ||||||||
| 15688 |
Enables Claude to interact with Jira through JQL (Jira Query Language) queries …
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F 30 5⁄4 | ||||||||
| 15689 |
Raycast workflow automation MCP server with 9 tools
|
F 30 5⁄4 | ||||||||
| 15690 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
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F 30 5⁄5 | ||||||||
| 15691 |
A lightweight yet robust server that empowers AI assistants to securely execute…
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F 30 5⁄4 | ||||||||
| 15692 |
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
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F 30 5⁄5 | ||||||||
| 15693 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 6⁄4 | ||||||||
| 15694 |
A multi-provider AI image generation server that allows users to create and tra…
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F 30 5⁄4 | ||||||||
| 15695 |
An experimental MCP server providing spatial context for LLMs by interfacing wi…
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F 30 5⁄5 | ||||||||
| 15696 |
Enable fast, free real-time web search and access premium data from trusted med…
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F 30 5⁄5 | ||||||||
| 15697 |
Enables semantic search and RAG (Retrieval Augmented Generation) over your Appl…
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F 30 5⁄4 | ||||||||
| 15698 |
FastMCP is a comprehensive MCP server allowing secure and standardized data and…
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F 30 5⁄5 | ||||||||
| 15699 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15700 |
A server tool for running Deep Learning models that offers Shell execution, Ngr…
|
F 30 5⁄5 | ||||||||