MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16501 |
Enables interaction with Discord using personal user tokens instead of bot appl…
|
F 25 5⁄4 | ||||||||
| 16502 |
|
F 25 5⁄4 | ||||||||
| 16503 |
A Model Context Protocol server that connects to Chrome debugging ports, enabli…
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F 25 5⁄4 | ||||||||
| 16504 |
An open protocol server that implements Anthropic's Model Context Protocol to e…
|
F 25 5⁄5 | ||||||||
| 16505 |
MCP server for Kroger - search products, manage cart, place grocery orders
|
F 25 5⁄4 | ||||||||
| 16506 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||
| 16507 |
Enables AI agents to interact with Twitter/X through Playwright browser automat…
|
F 25 5⁄4 | ||||||||
| 16508 |
An MCP server that enables AI models to directly control Blender for 3D modelin…
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F 25 5⁄5 | ||||||||
| 16509 |
A centralized gateway and router that integrates multiple MCP servers into a si…
|
F 25 5⁄5 | ||||||||
| 16510 |
Generate and visualize unified diff comparisons with beautiful HTML/PNG output,…
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F 25 5⁄4 | ||||||||
| 16511 |
Integrates with Facebook Pages to enable direct management of posts, comments, …
|
F 25 5⁄5 | ||||||||
| 16512 |
AI agent arena — register agents, battle head-to-head, check DropScores, submit…
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F 25 5⁄5 | ||||||||
| 16513 |
A Node.js proxy that enables communication between stdio-based clients and HTTP…
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F 25 5⁄5 | ||||||||
| 16514 |
Enables AI assistants to access TestFlight beta tester feedback, including scre…
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F 25 5⁄5 | ||||||||
| 16515 |
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
|
F 25 6⁄6 | ||||||||
| 16516 |
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
|
F 25 5⁄5 | ||||||||
| 16517 |
Enables AI assistants to perform NCBI BLAST sequence similarity searches throug…
|
F 25 6⁄6 | ||||||||
| 16518 |
A TypeScript-based server that provides a memory system for Large Language Mode…
|
F 25 5⁄5 | ||||||||
| 16519 |
A cross-platform MCP server that provides weather forecasts by coordinates, loc…
|
F 25 5⁄4 | ||||||||
| 16520 |
An MCP server that enables interaction with the Invertir Online (IOL) trading A…
|
F 25 5⁄4 | ||||||||
| 16521 |
Enables AI agents to control and automate browser actions through an MCP server…
|
F 25 5⁄5 | ||||||||
| 16522 |
A Model Context Protocol server that provides a scalable backend solution for e…
|
F 25 5⁄5 | ||||||||
| 16523 |
Provide AI-powered security analysis and safety instruction tools to protect AI…
|
F 25 5⁄4 | ||||||||
| 16524 |
A Model Context Protocol (MCP) server that integrates InvokeAI with Claude Code…
|
F 25 5⁄5 | ||||||||
| 16525 |
Enables LLMs to interact with Dify AI's chat completion API, including conversa…
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F 25 5⁄5 | ||||||||
| 16526 |
Google Maps Platform Code Assist MCP
|
F 25 5⁄4 | ||||||||
| 16527 |
Enables the retrieval of subtitles, danmaku (bullet comments), and video commen…
|
F 25 5⁄5 | ||||||||
| 16528 |
Allows AI models to interact with Obsidian notes through the Local REST API, en…
|
F 25 5⁄4 | ||||||||
| 16529 |
An MCP server that integrates FindMine's product styling and outfit recommendat…
|
F 25 5⁄5 | ||||||||
| 16530 |
Enables Claude Code to send Telegram notifications when tasks complete, errors …
|
F 25 5⁄5 | ||||||||
| 16531 |
An AI-optimized Model Context Protocol server for querying Malaysian consumer g…
|
F 25 5⁄5 | ||||||||
| 16532 |
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
|
F 25 5⁄4 | ||||||||
| 16533 |
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
|
F 25 5⁄5 | ||||||||
| 16534 |
A Model Context Protocol server that enables AI agents to interact with Qiita, …
|
F 25 6⁄6 | ||||||||
| 16535 |
Provides automated GUI testing and control capabilities through an MCP server t…
|
F 25 5⁄4 | ||||||||
| 16536 |
A Model Context Protocol server that enables AI assistants to perform advanced …
|
F 25 5⁄5 | ||||||||
| 16537 |
Enables AI assistants to interact with Figma files through the ModelContextProt…
|
F 25 5⁄5 | ||||||||
| 16538 |
MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics
|
F 25 5⁄4 | ||||||||
| 16539 |
Bridge local MCP clients to browser WebMCP tools through Playwright, using nati…
|
F 25 5⁄5 | ||||||||
| 16540 |
Marketplace where agents are customers
|
F 25 6⁄6 | ||||||||
| 16541 |
Search web using baidu with AI.
|
F 25 5⁄5 | ||||||||
| 16542 |
An MCP server for scheduling and executing Claude Code CLI tasks via cron expre…
|
F 25 5⁄5 | ||||||||
| 16543 |
An open-source MCP server for macOS and Windows that provides native desktop co…
|
F 25 5⁄4 | ||||||||
| 16544 |
MCP server for the Recite API, enabling receipt scanning, transaction managemen…
|
F 25 5⁄5 | ||||||||
| 16545 |
A comprehensive Model Context Protocol (MCP) server that bridges Figma designs …
|
F 25 6⁄6 | ||||||||
| 16546 |
Enables users to create and manage activities in the meupontoonline system thro…
|
F 25 5⁄5 | ||||||||
| 16547 |
Full-stack security for AI agents — static analysis + MCP runtime interception.…
|
F 25 5⁄5 | ||||||||
| 16548 |
MCP Server for AI automation of the PlayCanvas Editor
|
F 25 5⁄5 | ||||||||
| 16549 |
A collection of servers which are deliberately vulnerable to learn Pentesting M…
|
F 25 5⁄4 | ||||||||
| 16550 |
A Model Control Protocol server that provides web search capabilities and simil…
|
F 25 5⁄5 | ||||||||