MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15351 |
Provides professional-grade access to financial and economic data from Yahoo Fi…
|
F 30 5⁄5 | ||||||||
| 15352 |
Facilitates interaction with AWS Bedrock-enabled tools by implementing Anthropi…
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F 30 5⁄5 | ||||||||
| 15353 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15354 |
An MCP server that enables AI-assisted network packet analysis using Wireshark'…
|
F 30 5⁄4 | ||||||||
| 15355 |
A Simple Model Context Protocol server that enables AI assistants to interact w…
|
F 30 5⁄5 | ||||||||
| 15356 |
Enables AI agents to interact with the AI-Archive platform for research paper d…
|
F 30 5⁄5 | ||||||||
| 15357 |
一个基于 Model Context Protocol (MCP) 的新闻聚合服务器,通过 Newsnow API 提供多平台热点新闻和趋势话题。
|
F 30 5⁄5 | ||||||||
| 15358 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
|
F 30 5⁄5 | ||||||||
| 15359 |
Lightning-Fast, High-Accuracy Deep Research Agent
|
F 30 5⁄5 | ||||||||
| 15360 |
Spec-driven Go MCP server template for building domain MCPs with AI-agent onboa…
|
F 30 5⁄4 | ||||||||
| 15361 |
Enables interaction with Foreman instances to manage systems through the Model …
|
F 30 5⁄5 | ||||||||
| 15362 |
A simple Model Context Protocol server demonstration that provides SSE streamin…
|
F 30 5⁄5 | ||||||||
| 15363 |
AI agent economic settlement. Verify receipts, emit meters (FREE). Net settleme…
|
F 30 6⁄6 | ||||||||
| 15364 |
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
|
F 30 5⁄5 | ||||||||
| 15365 |
Federal procurement intelligence toolkit that searches SAM.gov contract opportu…
|
F 30 5⁄5 | ||||||||
| 15366 |
Provides advanced AI reasoning and strategic thinking capabilities using Pollin…
|
F 30 5⁄5 | ||||||||
| 15367 |
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
|
F 30 5⁄5 | ||||||||
| 15368 |
Integrates the Detox mobile testing framework with Claude, enabling test execut…
|
F 30 5⁄4 | ||||||||
| 15369 |
LangGraph AI Repository
|
F 30 5⁄4 | ||||||||
| 15370 |
Integrates SEO analysis and Google Search Console data directly into Claude Cod…
|
F 30 5⁄5 | ||||||||
| 15371 |
Enables LLMs to perform Active Directory penetration testing using tools like N…
|
F 30 5⁄4 | ||||||||
| 15372 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
|
F 30 5⁄5 | ||||||||
| 15373 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
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F 30 5⁄5 | ||||||||
| 15374 |
An MCP server that allows Claude to use OpenAI's image generation capabilities …
|
F 30 5⁄5 | ||||||||
| 15375 |
Official Go implementation of the UTCP
|
F 30 5⁄4 | ||||||||
| 15376 |
Enables menu browsing, recommendation requests, and shopping cart management th…
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F 30 5⁄5 | ||||||||
| 15377 |
Enables PTZ camera control with gimbal positioning, snapshots, and AI visual an…
|
F 30 5⁄4 | ||||||||
| 15378 |
IP Geolocation MCP server using IP2Location.io API to ease the query of geoloca…
|
F 30 5⁄5 | ||||||||
| 15379 |
|
F 30 5⁄4 | ||||||||
| 15380 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 15381 |
MCP server for web content fetching, summarizing, comparing, and extracting inf…
|
F 30 5⁄4 | ||||||||
| 15382 |
A Node.js MCP server that loads and manages decision trees from .rtdq files and…
|
F 30 5⁄5 | ||||||||
| 15383 |
Amazon MCP server to search & buy products using the L402
|
F 30 5⁄4 | ||||||||
| 15384 |
A command-line tool that enables the use of MCP with the Room protocol, allowin…
|
F 30 5⁄5 | ||||||||
| 15385 |
An MCP server that provides healthcare tools for interacting with FHIR data and…
|
F 30 5⁄5 | ||||||||
| 15386 |
Comprehensive Sonos audio system control through pure TypeScript implementation…
|
F 30 5⁄4 | ||||||||
| 15387 |
Utilize advanced API capabilities to enhance your coding experience.
|
F 30 5⁄4 | ||||||||
| 15388 |
A Model Context Protocol server that provides access to iTerm. You can run comm…
|
F 30 5⁄4 | ||||||||
| 15389 |
Enable AI assistants to conduct structured, persona-driven sessions including i…
|
F 30 5⁄4 | ||||||||
| 15390 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 15391 |
Search VeChain documentation, query on-chain data, and fetch fee suggestions wi…
|
F 30 6⁄6 | ||||||||
| 15392 |
Guides problem-solving by breaking down complex problems into steps and recomme…
|
F 30 5⁄5 | ||||||||
| 15393 |
Reddit integration to analyze content on WallStreetBets community
|
F 30 5⁄5 | ||||||||
| 15394 |
Enables AI assistants to control a Minecraft bot through natural language comma…
|
F 30 5⁄4 | ||||||||
| 15395 |
A bridge between Gemini and GLM-4.5 models that provides 25 tools for automatin…
|
F 30 5⁄5 | ||||||||
| 15396 |
An MCP server implementation that leverages Google's Gemini API to provide anal…
|
F 30 5⁄5 | ||||||||
| 15397 |
Send emails directly from your applications using AWS SES. Integrate seamlessly…
|
F 30 5⁄5 | ||||||||
| 15398 |
Collects and stores Danbooru character data in a Turso cloud database with auto…
|
F 30 5⁄5 | ||||||||
| 15399 |
Expose Gemini CLI functionalities as MCP-compliant tools to enable AI agents to…
|
F 30 5⁄4 | ||||||||
| 15400 |
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
|
F 30 5⁄5 | ||||||||