MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15501 |
Enables Claude Desktop to interact with MySQL databases through secure query ex…
|
F 30 5⁄5 | ||||||||
| 15502 |
An AI-driven web3 collaboration protocol that enables users to create, collabor…
|
F 30 5⁄4 | ||||||||
| 15503 |
Enables management of insurance claims, inspections, and contractors through in…
|
F 30 5⁄4 | ||||||||
| 15504 |
This server enables LLMs to design, simulate, and debug electronic circuits usi…
|
F 30 5⁄4 | ||||||||
| 15505 |
VikingDB integration with collection and index introduction, vector store and s…
|
F 30 5⁄5 | ||||||||
| 15506 |
Enables users to create, review, and manage flashcards using the SM-2 spaced re…
|
F 30 6⁄6 | ||||||||
| 15507 |
An MCP server that enables LLMs to generate spoken audio from text using OpenAI…
|
F 30 5⁄5 | ||||||||
| 15508 |
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
|
F 30 5⁄4 | ||||||||
| 15509 |
A Model Context Protocol server that enables web browsing, data extraction, and…
|
F 30 5⁄5 | ||||||||
| 15510 |
Gemini Image and Video Generator
|
F 30 5⁄4 | ||||||||
| 15511 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
|
F 30 5⁄4 | ||||||||
| 15512 |
dingding webhook mcp server
|
F 30 5⁄5 | ||||||||
| 15513 |
A security wrapper for MCP servers that provides trust-on-first-use pinning, gu…
|
F 30 5⁄5 | ||||||||
| 15514 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15515 |
Enables interaction with macOS Reminders app through AppleScript, allowing user…
|
F 30 5⁄4 | ||||||||
| 15516 |
Enables interaction with Microsoft SQL Server databases using both SQL Server a…
|
F 30 5⁄5 | ||||||||
| 15517 |
Explore French communes and cadastral parcels based on name and surface
|
F 30 5⁄5 | ||||||||
| 15518 |
An MCP server that provides native Discord tools for Claude Code, enabling bidi…
|
F 30 5⁄5 | ||||||||
| 15519 |
Enables AI agents to generate professional Word and PDF documents with support …
|
F 30 5⁄5 | ||||||||
| 15520 |
Integrates Gmail with Claude Desktop to fetch unread emails, generate AI-powere…
|
F 30 5⁄5 | ||||||||
| 15521 |
An orchestration platform for deploying parallel swarms of tool-enabled AI agen…
|
F 30 5⁄4 | ||||||||
| 15522 |
Enables AI agents to interact with Discord by sending notifications, creating c…
|
F 30 5⁄5 | ||||||||
| 15523 |
A smart router that helps users discover the most relevant tools from an MCP ca…
|
F 30 5⁄4 | ||||||||
| 15524 |
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
|
F 30 5⁄5 | ||||||||
| 15525 |
Enables Claude to collect and search for product feedback directly from Slack w…
|
F 30 5⁄5 | ||||||||
| 15526 |
A Cloudflare Worker-based MCP server that utilizes a space wars roleplay scenar…
|
F 30 6⁄6 | ||||||||
| 15527 |
Integrates Factifai testing capabilities with MCP-compatible AI tools, enabling…
|
F 30 5⁄5 | ||||||||
| 15528 |
Enables Claude to delegate coding tasks to local Ollama models, reducing API to…
|
F 30 5⁄4 | ||||||||
| 15529 |
Enables users to extract, search, and analyze YouTube video transcripts directl…
|
F 30 5⁄5 | ||||||||
| 15530 |
Provides a suite of deterministic math tools powered by SymPy to handle algebra…
|
F 30 5⁄4 | ||||||||
| 15531 |
A local vector database RAG system that integrates with Playwright MCP for web …
|
F 30 5⁄4 | ||||||||
| 15532 |
PiAPI MCP server makes users able to generate media content with Midjourney/Flu…
|
F 30 5⁄5 | ||||||||
| 15533 |
A server that implements Retrieval-Augmented Generation using GroundX and OpenA…
|
F 30 5⁄5 | ||||||||
| 15534 |
MCP GPT Image 1
|
F 30 5⁄5 | ||||||||
| 15535 |
An MCP server that provides access to the Kyoto Encyclopedia of Genes and Genom…
|
F 30 5⁄5 | ||||||||
| 15536 |
Markdown-first Notion MCP server — 92% fewer tokens, 26 tools, round-trip fidel…
|
F 30 5⁄4 | ||||||||
| 15537 |
Chat application with multi-agents system supports multi-models and MCP
|
F 30 5⁄4 | ||||||||
| 15538 |
An AI-powered job recommender built on the Model Context Protocol that provides…
|
F 30 5⁄5 | ||||||||
| 15539 |
A comprehensive Model Context Protocol (MCP) server for EVE Online traffic, nav…
|
F 30 5⁄4 | ||||||||
| 15540 |
A Model Context Protocol server for accessing NovaCV resume services API, enabl…
|
F 30 5⁄5 | ||||||||
| 15541 |
Allows AI assistants to access and analyze your Cursor conversation history, en…
|
F 30 5⁄4 | ||||||||
| 15542 |
Provides tools to interact with the HireBase Job API, enabling users to search …
|
F 30 5⁄5 | ||||||||
| 15543 |
Reduce context usage on file use. Send only unified diffs instead of full files…
|
F 30 5⁄5 | ||||||||
| 15544 |
Enables AI assistants to interact with Lemonade's insurance services for renter…
|
F 30 5⁄4 | ||||||||
| 15545 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
|
F 30 5⁄5 | ||||||||
| 15546 |
Self-hosted memory and governance layer for AI coding agents. 28 MCP tools with…
|
F 30 5⁄5 | ||||||||
| 15547 |
Check domain availability across 600+ TLDs on Namecheap with pricing and purcha…
|
F 30 5⁄4 | ||||||||
| 15548 |
Enables AI image generation using Doubao Seedream models and video generation u…
|
F 30 6⁄6 | ||||||||
| 15549 |
Enable AI assistants to conduct structured, persona-driven sessions including i…
|
F 30 5⁄4 | ||||||||
| 15550 |
Federal procurement intelligence toolkit that searches SAM.gov contract opportu…
|
F 30 5⁄5 | ||||||||