MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 6 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6501 |
Discover new arXiv papers by category or keyword. Get daily updates with adjust…
|
B 72 5⁄4 | ||||||||
| 6502 |
A physics-aware inline skating combo generator that models moves as state trans…
|
B 72 5⁄4 | ||||||||
| 6503 |
Enables interaction with the Things app through Claude Desktop, allowing task c…
|
B 72 5⁄4 | ||||||||
| 6504 |
Provides AI-powered web search, full-page content extraction, and search-enhanc…
|
B 72 5⁄5 | ||||||||
| 6505 |
An implementation for managing Neo4j graph database operations through the Mode…
|
B 72 5⁄5 | ||||||||
| 6506 |
Analyzes C++ source code to automatically generate UML class diagrams in PlantU…
|
B 72 5⁄5 | ||||||||
| 6507 |
mcp-use-ts
Claim
mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…
|
B 72 5⁄4 | ||||||||
| 6508 |
Enables ChatGPT integration with Index Network's discovery protocol through MCP…
|
B 72 5⁄5 | ||||||||
| 6509 |
Unla
Claim
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existin…
|
B 72 5⁄4 | ||||||||
| 6510 |
A Model Context Protocol server that enables AI assistants to interact directly…
|
B 72 5⁄4 | ||||||||
| 6511 |
Enables querying and retrieving data from App Store and Google Play Store, incl…
|
B 72 5⁄5 | ||||||||
| 6512 |
A Python MCP server that enables AI assistants to manage Todoist tasks and proj…
|
B 72 5⁄5 | ||||||||
| 6513 |
Enables interaction with Azure DevOps through Personal Access Token authenticat…
|
B 72 5⁄5 | ||||||||
| 6514 |
Enables AI to send, read, search, delete and reply to emails through SMTP or Gm…
|
B 72 5⁄5 | ||||||||
| 6515 |
Parses various document formats (PDF, Word, Excel, PowerPoint) into Markdown co…
|
B 72 5⁄5 | ||||||||
| 6516 |
Enables AI agents to interact with Saros DeFi through natural language, providi…
|
B 72 5⁄5 | ||||||||
| 6517 |
Publish, search, and manage Xiaohongshu (Little Red Book) content via MCP tools.
|
B 72 5⁄4 | ||||||||
| 6518 |
Enables inspection and editing of Jupyter notebook files (.ipynb) through tools…
|
B 72 5⁄5 | ||||||||
| 6519 |
A TypeScript-based server that converts static images into animated videos with…
|
B 72 5⁄5 | ||||||||
| 6520 |
Processes documents, analyzes GitHub repositories, and researches companies usi…
|
B 72 5⁄4 | ||||||||
| 6521 |
A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…
|
B 72 5⁄5 | ||||||||
| 6522 |
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, …
|
B 72 5⁄5 | ||||||||
| 6523 |
Enables searching and retrieving high-quality stock photos from Pexels with adv…
|
B 72 5⁄5 | ||||||||
| 6524 |
Chatlog MCP Server
Claim
Enables users to analyze, search, and export chat logs from various platforms t…
|
B 72 5⁄5 | ||||||||
| 6525 |
Allows users to search for products, access detailed nutritional and allergen i…
|
B 72 5⁄5 | ||||||||
| 6526 |
Converts Markdown files and standalone Mermaid diagrams into high-quality PDF o…
|
B 72 5⁄5 | ||||||||
| 6527 |
A Model Context Protocol server that helps students manage academic workflows b…
|
B 72 5⁄5 | ||||||||
| 6528 |
A Model Context Protocol server that enables interaction with Salesforce throug…
|
B 72 5⁄5 | ||||||||
| 6529 |
A Model Context Protocol (MCP) server that enables LLMs to interact directly th…
|
B 72 5⁄4 | ||||||||
| 6530 |
Enables programmatic access to Bitpanda cryptocurrency exchange features includ…
|
B 72 5⁄5 | ||||||||
| 6531 |
An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…
|
B 72 5⁄5 | ||||||||
| 6532 |
A Model Context Protocol server that transforms video downloading into a tool-b…
|
B 72 5⁄5 | ||||||||
| 6533 |
Automates comprehensive accounting workflows including bookkeeping, tax plannin…
|
B 72 5⁄4 | ||||||||
| 6534 |
An MCP server that brings Google Gemini's image generation and editing capabili…
|
B 72 5⁄5 | ||||||||
| 6535 |
A Model Context Protocol server that allows Claude to access Gong's API for ret…
|
B 72 5⁄5 | ||||||||
| 6536 |
Enables interaction with Huawei Cloud Container Engine (CCE) through proprietar…
|
B 72 5⁄4 | ||||||||
| 6537 |
Provides real-time weather forecasts and active weather alerts for US locations…
|
B 72 5⁄5 | ||||||||
| 6538 |
MCP server for the Vulners.com API
|
B 72 5⁄4 | ||||||||
| 6539 |
mcp-streamable-http
Claim
Example implementation of MCP Streamable HTTP client/server in Python and TypeS…
|
B 72 5⁄4 | ||||||||
| 6540 |
MCP server for Altegio API — appointments, clients, services, staff schedules f…
|
B 72 5⁄5 | ||||||||
| 6541 |
Notion Remote MCP Server
Claim
Enables secure interaction with Notion through a suite of tools for searching, …
|
B 72 5⁄5 | ||||||||
| 6542 |
An MCP server that provides programmatic access to the GNU Debugger (GDB), enab…
|
B 72 5⁄5 | ||||||||
| 6543 |
Professional RSS/Atom feed management system with AI-powered analytics includin…
|
B 72 5⁄5 | ||||||||
| 6544 |
Connects AI assistants to Supabase projects, enabling them to manage tables, qu…
|
B 72 5⁄5 | ||||||||
| 6545 |
Enables AI-powered portfolio analysis for Wealthfolio, allowing Claude to query…
|
B 72 5⁄4 | ||||||||
| 6546 |
Enables AI assistants to search, view, create, and update JIRA issues using nat…
|
B 72 5⁄5 | ||||||||
| 6547 |
Enables remote Linux server management via SSH, allowing command execution and …
|
B 72 5⁄5 | ||||||||
| 6548 |
GitLab MCP (Model Context Protocol) server for AI agents
|
B 72 5⁄4 | ||||||||
| 6549 |
Azure SQL MCP Server
Claim
Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural lang…
|
B 72 5⁄5 | ||||||||
| 6550 |
An MCP server that enables users to retrieve, filter, and search through Claude…
|
B 72 5⁄4 | ||||||||