MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15201 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15202 |
This repository is the official companion for the Azure AI Foundry Agent Servic…
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F 30 5⁄4 | ||||||||
| 15203 |
Enables creating, managing, and searching Markdown notes with support for tags,…
|
F 30 5⁄4 | ||||||||
| 15204 |
Execute any LLM-generated code in a secure and scalable sandbox environment and…
|
F 30 5⁄5 | ||||||||
| 15205 |
An MCP server that enables users to retrieve YouTube transcripts and perform vi…
|
F 30 5⁄5 | ||||||||
| 15206 |
A Model Context Protocol server providing comprehensive task management capabil…
|
F 30 5⁄5 | ||||||||
| 15207 |
Personalize your study with on‑demand tutoring that generates tailored lessons …
|
F 30 5⁄4 | ||||||||
| 15208 |
Connects to the Coinbase Commerce API, allowing AI assistants like Claude to ge…
|
F 30 5⁄5 | ||||||||
| 15209 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||
| 15210 |
Comprehensive Google Workspace MCP server with full support for Google Calendar…
|
F 30 5⁄5 | ||||||||
| 15211 |
An MCP server that integrates with Claude to provide smart documentation search…
|
F 30 5⁄5 | ||||||||
| 15212 |
NCP orchestrates your entire MCP ecosystem through intelligent discovery, elimi…
|
F 30 5⁄4 | ||||||||
| 15213 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
|
F 30 5⁄5 | ||||||||
| 15214 |
Enhances Claude's reasoning capabilities by integrating DeepSeek R1's advanced …
|
F 30 5⁄5 | ||||||||
| 15215 |
Enables autonomous data exploration on .csv-based datasets, providing intellige…
|
F 30 5⁄5 | ||||||||
| 15216 |
A Cloudflare Worker-based MCP server that utilizes a space wars roleplay scenar…
|
F 30 6⁄6 | ||||||||
| 15217 |
A custom Model Context Protocol implementation that integrates Perplexity AI wi…
|
F 30 5⁄5 | ||||||||
| 15218 |
Enables interaction with Microsoft SQL Server databases using both SQL Server a…
|
F 30 5⁄5 | ||||||||
| 15219 |
Provides a structured documentation system for context preservation in AI assis…
|
F 30 5⁄5 | ||||||||
| 15220 |
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
|
F 30 5⁄5 | ||||||||
| 15221 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 15222 |
A persistent local memory for AI, LLMs, or Copilot in VS Code.
|
F 30 5⁄4 | ||||||||
| 15223 |
Enables control of macOS applications through natural language, allowing users …
|
F 30 5⁄4 | ||||||||
| 15224 |
A MCP Server that allows AI such as Claude to read from the directory structure…
|
F 30 5⁄4 | ||||||||
| 15225 |
A multi-modal AI toolbox based on Model Context Protocol, integrating Zhipu GLM…
|
F 30 5⁄4 | ||||||||
| 15226 |
Enables interaction with Foreman instances to manage systems through the Model …
|
F 30 5⁄5 | ||||||||
| 15227 |
🏎️ ☁️ Tools to the query and execute of Dify workflows
|
F 30 5⁄4 | ||||||||
| 15228 |
Enables natural language interface for single-cell RNA-Seq analysis using Liana…
|
F 30 5⁄5 | ||||||||
| 15229 |
An MCP Server for Node.js API documentation
|
F 30 5⁄5 | ||||||||
| 15230 |
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity…
|
F 30 5⁄4 | ||||||||
| 15231 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15232 |
MCP server to give new instructions to agent while its working. It uses the get…
|
F 30 5⁄5 | ||||||||
| 15233 |
Enables LLM interactions with Juniper Junos network devices, allowing natural l…
|
F 30 5⁄5 | ||||||||
| 15234 |
The server facilitates access to Julia documentation and source code through Cl…
|
F 30 5⁄5 | ||||||||
| 15235 |
Generate and scan QR codes easily
|
F 30 5⁄4 | ||||||||
| 15236 |
Provides AI agents with seamless access to Filecoin's decentralized storage net…
|
F 30 5⁄5 | ||||||||
| 15237 |
An MCP server that enables querying, viewing, and interacting with local emails…
|
F 30 5⁄4 | ||||||||
| 15238 |
cognitive-tools-mcp / gikendaasowin-aabajichiganan
|
F 30 5⁄4 | ||||||||
| 15239 |
Enables control of Philips Hue lights through Claude and other LLM interfaces u…
|
F 30 5⁄5 | ||||||||
| 15240 |
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
|
F 30 5⁄5 | ||||||||
| 15241 |
A comprehensive Model Context Protocol server that provides advanced Node.js de…
|
F 30 5⁄5 | ||||||||
| 15242 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
|
F 30 5⁄4 | ||||||||
| 15243 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15244 |
A local vector database RAG system that integrates with Playwright MCP for web …
|
F 30 5⁄4 | ||||||||
| 15245 |
Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with B…
|
F 30 5⁄4 | ||||||||
| 15246 |
Provides weather information for 110 cities across Japan with natural language …
|
F 30 5⁄5 | ||||||||
| 15247 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
|
F 30 5⁄5 | ||||||||
| 15248 |
Enables Claude Code to perform programmatic tool calling by executing Python sc…
|
F 30 5⁄5 | ||||||||
| 15249 |
A TypeScript-based server that allows calling other MCP clients from your own M…
|
F 30 5⁄5 | ||||||||
| 15250 |
Provides AI assistants with access to sales data tools, including fetching quar…
|
F 30 5⁄4 | ||||||||