MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 0 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13601 |
Enables basic mathematical operations through MCP protocol with add and multipl…
|
C 57 5⁄5 | ||||||||
| 13602 |
Connects AI models with MasterGo design tools to retrieve and process DSL data …
|
C 57 6⁄6 | ||||||||
| 13603 |
Enables AI assistants to interact with Redmine instances to manage issues, proj…
|
C 57 5⁄5 | ||||||||
| 13604 |
Enables AI-powered music composition and control for REAPER DAW through OSC and…
|
C 57 5⁄4 | ||||||||
| 13605 |
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
|
C 57 6⁄6 | ||||||||
| 13606 |
ShipBob API MCP Server
Claim
A comprehensive Model Context Protocol server that enables interaction with Shi…
|
C 57 5⁄5 | ||||||||
| 13607 |
A tool that allows Claude Code to use Gemini AI as an MCP server, leveraging Ge…
|
C 57 5⁄4 | ||||||||
| 13608 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
C 57 5⁄4 | ||||||||
| 13609 |
An MCP server that connects AI clients to a Linux terminal for real-time automa…
|
C 57 5⁄4 | ||||||||
| 13610 |
Enables semantic search and document retrieval from OpenAI Vector Store, allowi…
|
C 57 5⁄5 | ||||||||
| 13611 |
A Model Context Protocol tool that provides weather information for cities, wit…
|
C 57 5⁄4 | ||||||||
| 13612 |
Concentrated liquidity on Uniswap/Aerodrome (rebalance, compound, leverage) or …
|
C 57 6⁄6 | ||||||||
| 13613 |
A template and demonstration project for building, testing, and deploying remot…
|
C 57 5⁄5 | ||||||||
| 13614 |
chat-nextjs-mcp-client
Claim
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
|
C 57 6⁄4 | ||||||||
| 13615 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13616 |
A template for deploying remote MCP servers on Cloudflare Workers without authe…
|
C 57 5⁄5 | ||||||||
| 13617 |
Academic MCP Server
Claim
Enables AI assistants to search across multiple academic databases (PubMed, arX…
|
C 57 5⁄5 | ||||||||
| 13618 |
A server that converts Allure test reports into LLM-friendly formats, enabling …
|
C 57 5⁄5 | ||||||||
| 13619 |
MCP Memory Agent Server - A VS Code chatmode and instruction manager with libra…
|
C 57 6⁄4 | ||||||||
| 13620 |
A RAG-based MCP server for natural language querying of Brazilian healthcare ma…
|
C 57 5⁄4 | ||||||||
| 13621 |
A Model Context Protocol server that enables large language models to interact …
|
C 57 5⁄5 | ||||||||
| 13622 |
Provides AI assistants with secure read-only access to MySQL databases through …
|
C 57 6⁄6 | ||||||||
| 13623 |
A Model Context Protocol server that enables AI language models like Claude to …
|
C 57 5⁄5 | ||||||||
| 13624 |
SSH MCP Server
Claim
Enables AI assistants to securely execute shell commands on local machines thro…
|
C 57 5⁄4 | ||||||||
| 13625 |
MCP_Basics
Claim
A crash course for Python developers on building and integrating Model Context …
|
C 57 5⁄4 | ||||||||
| 13626 |
An MCP server for quantum chemistry that enables LLMs to perform electronic str…
|
C 57 5⁄4 | ||||||||
| 13627 |
A basic Model Context Protocol server that provides static information and fact…
|
C 57 5⁄5 | ||||||||
| 13628 |
An MCP server that interfaces with the Japanese EDINET API v2 to search, downlo…
|
C 57 5⁄5 | ||||||||
| 13629 |
A server that integrates Linear's project management system with the Model Cont…
|
C 57 6⁄4 | ||||||||
| 13630 |
A server that provides QQ Music search functionality through the Modular Contro…
|
C 57 5⁄5 | ||||||||
| 13631 |
A Model Context Protocol server that enables LLMs to extract and use content fr…
|
C 57 5⁄4 | ||||||||
| 13632 |
A Node.js-based FastMCP protocol server that integrates DeepSeek AI capabilitie…
|
C 57 5⁄5 | ||||||||
| 13633 |
A Model Context Protocol server that enables AI assistants to utilize AivisSpee…
|
C 57 5⁄5 | ||||||||
| 13634 |
An MCP server that provides AI agents and LLMs with standardized tool access to…
|
C 57 5⁄5 | ||||||||
| 13635 |
A comprehensive Model Context Protocol server that enables interaction with the…
|
C 57 5⁄5 | ||||||||
| 13636 |
A Model Completion Prompt (MCP) plugin that allows users to create events in Go…
|
C 57 5⁄5 | ||||||||
| 13637 |
A Context Engineering Framework that provides 9 battle-tested development workf…
|
C 57 6⁄4 | ||||||||
| 13638 |
An MCP server that indexes local Python projects into a SQLite database to enab…
|
C 57 5⁄4 | ||||||||
| 13639 |
Enables interaction with the World Air Quality Index to fetch real-time air qua…
|
C 57 6⁄6 | ||||||||
| 13640 |
Model Context Protocol server that allows AI assistants to interact with Jira, …
|
C 57 5⁄5 | ||||||||
| 13641 |
MCP Weather Server
Claim
Enables users to retrieve current weather alerts for US states and detailed wea…
|
C 57 5⁄5 | ||||||||
| 13642 |
An MCP server that enables AI agents to search and retrieve messages within a S…
|
C 57 5⁄5 | ||||||||
| 13643 |
Provides access to OPET fuel station prices across Turkish provinces. Enables q…
|
C 57 5⁄5 | ||||||||
| 13644 |
Provides a moby-like random name generator through the MCP interface for genera…
|
C 57 5⁄5 | ||||||||
| 13645 |
Enables AI assistants to manage tasks, projects, and analyze productivity direc…
|
C 57 5⁄5 | ||||||||
| 13646 |
A Model Context Protocol server designed to facilitate Nextflow development and…
|
C 57 5⁄4 | ||||||||
| 13647 |
Enables users to get weather forecasts and alerts for any US city and state thr…
|
C 57 5⁄5 | ||||||||
| 13648 |
A minimal tool server demonstrating Model Context Protocol (MCP) interactions v…
|
C 57 5⁄5 | ||||||||
| 13649 |
A MCP server for interacting with Aptos documentation and creating full-stack A…
|
C 57 5⁄4 | ||||||||
| 13650 |
Let AI agents create, discover, and track tokens across chains via Printr.
|
C 57 6⁄4 | ||||||||