MCP Server Quality Scores
Independent quality analysis of 57580 public MCP servers
Last updated 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15451 |
Enables AI agents to interact with the AI-Archive platform for research paper d…
|
F 30 5⁄5 | ||||||||
| 15452 |
A meta-server that aggregates multiple MCP servers into a single interface, red…
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F 30 5⁄4 | ||||||||
| 15453 |
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
F 30 5⁄4 | ||||||||
| 15454 |
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
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F 30 5⁄4 | ||||||||
| 15455 |
Build effective agents using Model Context Protocol and simple workflow patterns
|
F 30 6⁄6 | ||||||||
| 15456 |
A Model Context Protocol server that connects GitHub code to Claude.ai. This se…
|
F 30 5⁄5 | ||||||||
| 15457 |
A Model Context Protocol (MCP) server that provides a reflect tool, enabling LL…
|
F 30 5⁄5 | ||||||||
| 15458 |
Connects 'yt-dlp' with LLMs via the Model Context Protocol, allowing users to d…
|
F 30 5⁄4 | ||||||||
| 15459 |
An MCP server that utilizes Google Gemini and the educhain library to generate …
|
F 30 5⁄4 | ||||||||
| 15460 |
Provides advanced iTerm2 terminal automation using Python API integration, enab…
|
F 30 5⁄4 | ||||||||
| 15461 |
An unofficial MCP server that integrates with the Questrade API to provide acce…
|
F 30 5⁄5 | ||||||||
| 15462 |
A Model Context Protocol server that enables AI agents to access, search, and u…
|
F 30 5⁄5 | ||||||||
| 15463 |
Analyze Gold IRA sales call transcripts to surface key insights, objections, an…
|
F 30 5⁄4 | ||||||||
| 15464 |
Fetches Wordle solutions from the Wordle API for dates ranging from May 19, 202…
|
F 30 5⁄5 | ||||||||
| 15465 |
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
|
F 30 5⁄5 | ||||||||
| 15466 |
Enables AI agents to interact with Windows operating systems through native UI …
|
F 30 5⁄4 | ||||||||
| 15467 |
An MCP server for Trae AI that enables automated creation and management of Ope…
|
F 30 5⁄4 | ||||||||
| 15468 |
Enables LLMs to configure the TerraAPI dashboard by managing health and fitness…
|
F 30 5⁄5 | ||||||||
| 15469 |
Enables AI agents to manage Obsidian vaults through full CRUD operations, wikil…
|
F 30 5⁄4 | ||||||||
| 15470 |
Chat with OpenAI's smartest models
|
F 30 5⁄5 | ||||||||
| 15471 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15472 |
MCP for calling Siri Shorcuts from LLMs
|
F 30 5⁄4 | ||||||||
| 15473 |
An MCP server that enables graph database interactions with Neo4j, allowing use…
|
F 30 5⁄5 | ||||||||
| 15474 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
|
F 30 5⁄5 | ||||||||
| 15475 |
Enables interaction with a tool for generating true random coin flips via rando…
|
F 30 5⁄5 | ||||||||
| 15476 |
Enables managing an organic stevia products e-commerce store through natural la…
|
F 30 5⁄5 | ||||||||
| 15477 |
A minimal Model Context Protocol server that provides a safety guardrail tool t…
|
F 30 5⁄4 | ||||||||
| 15478 |
A robot battle prototype that enables users to design, validate, and simulate A…
|
F 30 5⁄5 | ||||||||
| 15479 |
A hybrid Python and Node.js MCP server that integrates Playwright browser autom…
|
F 30 5⁄5 | ||||||||
| 15480 |
Enables AI-powered frontend code review and unit test generation for Phabricato…
|
F 30 5⁄5 | ||||||||
| 15481 |
Enables AI assistants to print documents, manage print queues, and control prin…
|
F 30 5⁄4 | ||||||||
| 15482 |
An intelligent MCP server that automatically generates Conventional Commits sty…
|
F 30 5⁄5 | ||||||||
| 15483 |
Enables AI models to interactively prompt users for input or clarification dire…
|
F 30 5⁄5 | ||||||||
| 15484 |
A Model Context Protocol server that enables AI assistants to read, write, and …
|
F 30 5⁄4 | ||||||||
| 15485 |
Enables interaction with Slack channels including checking Xcode Cloud build st…
|
F 30 5⁄5 | ||||||||
| 15486 |
Enables interaction with Microsoft SQL Server databases using both SQL Server a…
|
F 30 5⁄5 | ||||||||
| 15487 |
Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling…
|
F 30 5⁄5 | ||||||||
| 15488 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15489 |
Enables Claude Desktop to interact with Snowflake databases through natural-lan…
|
F 30 5⁄4 | ||||||||
| 15490 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 15491 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
|
F 30 5⁄5 | ||||||||
| 15492 |
Enables AI-assisted development for Webasyst framework projects, including crea…
|
F 30 5⁄4 | ||||||||
| 15493 |
Provides the ability to generate images via Replicate's API.
|
F 30 5⁄5 | ||||||||
| 15494 |
Generates beautiful App Store and Play Store screenshots by inserting app image…
|
F 30 5⁄5 | ||||||||
| 15495 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15496 |
A Python Flask-based Model Context Protocol server that provides basic tools in…
|
F 30 5⁄5 | ||||||||
| 15497 |
Provides comprehensive tools to interact with the Notion API, including managin…
|
F 30 5⁄5 | ||||||||
| 15498 |
A server implementing the Model Context Protocol that enables users to retrieve…
|
F 30 5⁄5 | ||||||||
| 15499 |
A template for creating and connecting custom tools to Cursor IDE using Model C…
|
F 30 5⁄5 | ||||||||
| 15500 |
A Model Context Protocol server for accessing Confluence API using Personal Acc…
|
F 30 5⁄5 | ||||||||