MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 13651 |
MCP Weather Server
Claim
Enables users to retrieve current weather alerts for US states and detailed wea…
|
C 57 5⁄5 | ||||||||
| 13652 |
chat-nextjs-mcp-client
Claim
⚡ Chat MCP Client for Remote hosted MCP Servers (with Composio) and locally hos…
|
C 57 6⁄4 | ||||||||
| 13653 |
A Model Context Protocol server for AI models to access and manipulate Apple Ca…
|
C 57 5⁄5 | ||||||||
| 13654 |
Enables AI-powered vendor risk assessment using AWS Titan, allowing users to ev…
|
C 57 5⁄5 | ||||||||
| 13655 |
An interactive tool that enables users to benchmark vLLM endpoints through MCP,…
|
C 57 5⁄5 | ||||||||
| 13656 |
Industrial MCP Server
Claim
Enables AI assistants to monitor and interact with industrial systems, providin…
|
C 57 6⁄6 | ||||||||
| 13657 |
Enables interaction with Aiven cloud services including PostgreSQL, Kafka, Clic…
|
C 57 5⁄5 | ||||||||
| 13658 |
Enables creation and management of Terraform modules for Facets.cloud infrastru…
|
C 57 6⁄6 | ||||||||
| 13659 |
A template for creating and deploying Model Context Protocol servers on the Api…
|
C 57 5⁄5 | ||||||||
| 13660 |
A time processing tool for the Model Context Protocol that provides features fo…
|
C 57 5⁄5 | ||||||||
| 13661 |
An educational MCP server example built with FastMCP that demonstrates how to e…
|
C 57 5⁄4 | ||||||||
| 13662 |
Provides tools for accessing the Semantic Scholar API to search papers, retriev…
|
C 57 5⁄5 | ||||||||
| 13663 |
An HTTP-based Model Context Protocol server that provides tools and resources f…
|
C 57 5⁄5 | ||||||||
| 13664 |
An MCP server that tracks and analyzes DEX liquidity pools to power intelligent…
|
C 57 5⁄5 | ||||||||
| 13665 |
Pay for AI inference with USDC micropayments on Polygon. No API keys needed.
|
C 57 6⁄6 | ||||||||
| 13666 |
An MCP server that indexes local Python projects into a SQLite database to enab…
|
C 57 5⁄4 | ||||||||
| 13667 |
Enables intelligent search through FastMCP documentation using TF-IDF indexing,…
|
C 57 5⁄4 | ||||||||
| 13668 |
Enable language models to perform advanced AI-powered web scraping with enterpr…
|
C 57 6⁄6 | ||||||||
| 13669 |
A MCP Server used to collect MCP Servers over the internet.
|
C 57 6⁄6 | ||||||||
| 13670 |
A server that provides QQ Music search functionality through the Modular Contro…
|
C 57 5⁄5 | ||||||||
| 13671 |
A basic Model Context Protocol server that provides static information and fact…
|
C 57 5⁄5 | ||||||||
| 13672 |
Enables users to get weather forecasts and alerts for any US city and state thr…
|
C 57 5⁄5 | ||||||||
| 13673 |
Benchmark MCP Server
Claim
An industry benchmarking tool that enables users to compare company metrics lik…
|
C 57 5⁄5 | ||||||||
| 13674 |
Enables comprehensive management of UniFi network infrastructure through the Un…
|
C 57 6⁄6 | ||||||||
| 13675 |
MCP server for summarizing users's Reddit homepage or any subreddit based on po…
|
C 57 5⁄5 | ||||||||
| 13676 |
An identity-aware MCP server that runs inside a Tailscale tailnet, using Tailsc…
|
C 57 5⁄4 | ||||||||
| 13677 |
|
C 57 6⁄4 | ||||||||
| 13678 |
A Model Context Protocol server that integrates with Cursor IDE to provide real…
|
C 57 5⁄4 | ||||||||
| 13679 |
MCP server for progressive tool usage at any scale (see https://klavis.ai)
|
C 57 6⁄6 | ||||||||
| 13680 |
Search and retrieve Lottie animations effortlessly. Access detailed information…
|
C 57 6⁄6 | ||||||||
| 13681 |
Amadeus Agent
Claim
A proof-of-concept MCP server that allows LLM agents to query live flight booki…
|
C 57 5⁄4 | ||||||||
| 13682 |
A RAG-based MCP server for natural language querying of Brazilian healthcare ma…
|
C 57 5⁄4 | ||||||||
| 13683 |
A CLI command execution server that enables running shell commands with structu…
|
C 57 6⁄4 | ||||||||
| 13684 |
mcp-exam
Claim
|
C 56 5⁄4 | ||||||||
| 13685 |
MCP Server for send text/markdown message via dingding (aka dingtalk) group cus…
|
C 56 6⁄6 | ||||||||
| 13686 |
Provides access to developer roadmap content from roadmap.sh, allowing users to…
|
C 56 6⁄6 | ||||||||
| 13687 |
A multi-tool AI assistant system that uses Model Context Protocol to connect la…
|
C 56 5⁄5 | ||||||||
| 13688 |
A Model Context Protocol server implementation designed to run on Cloudflare Wo…
|
C 56 5⁄5 | ||||||||
| 13689 |
Search 14,000+ x402-enabled HTTP APIs by keyword. Agents pay $0.01 USDC per sea…
|
C 56 6⁄4 | ||||||||
| 13690 |
Enables web searching through DuckDuckGo and fetching content from webpages. Pr…
|
C 56 5⁄5 | ||||||||
| 13691 |
Create friendly, customizable greetings for any name or audience. Break the ice…
|
C 56 6⁄6 | ||||||||
| 13692 |
Intake-Triage
Claim
Classify raw text into structured triage objects with intent, urgency, category…
|
C 56 5⁄5 | ||||||||
| 13693 |
An MCP server that enables AI agents to analyze executable files using Detect I…
|
C 56 5⁄5 | ||||||||
| 13694 |
A Model Context Protocol server that provides network probing capabilities thro…
|
C 56 5⁄5 | ||||||||
| 13695 |
An MCP server that provides access to up-to-date Stimulus JS documentation dire…
|
C 56 5⁄5 | ||||||||
| 13696 |
Enables creating Google Calendar meeting invites with automated authentication …
|
C 56 5⁄5 | ||||||||
| 13697 |
A numerical calculator based on Model Context Protocol (MCP) that provides simp…
|
C 56 5⁄4 | ||||||||
| 13698 |
AI memory across Claude, ChatGPT, Gemini, and Cursor. Save, search, and recall …
|
C 56 6⁄6 | ||||||||
| 13699 |
An MCP server that enables Microsoft Copilot Studio to fetch and deliver variou…
|
C 56 5⁄5 | ||||||||
| 13700 |
A Model Context Protocol server that provides time tracking integration with Ti…
|
C 56 6⁄6 | ||||||||