MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9401 |
Connect any bitcoin lightning wallet to your agent to send and receive instant …
|
C 67 6⁄6 | ||||||||
| 9402 |
Enables natural language and SQL querying across SQLite, MySQL, PostgreSQL, and…
|
C 67 5⁄5 | ||||||||
| 9403 |
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
|
C 67 5⁄5 | ||||||||
| 9404 |
AutoSOC Agent
Claim
An automated security operations center MCP server that uses LLMs and network a…
|
C 67 5⁄4 | ||||||||
| 9405 |
An MCP server for searching and managing Tamil movies from moviesda16.com using…
|
C 67 5⁄4 | ||||||||
| 9406 |
An MCP server that wraps gitingest to enable Claude Code to analyze GitHub repo…
|
C 67 5⁄5 | ||||||||
| 9407 |
A high-performance server that provides clipboard access for AI assistants, spe…
|
C 67 5⁄4 | ||||||||
| 9408 |
A Model Context Protocol server that enables integration with the Brazilian PJE…
|
C 67 5⁄5 | ||||||||
| 9409 |
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
|
C 67 5⁄5 | ||||||||
| 9410 |
A Model Context Protocol server that aggregates and compares deals from multipl…
|
C 67 5⁄5 | ||||||||
| 9411 |
A lightweight Python-based microservice that provides simple echo functionality…
|
C 67 5⁄5 | ||||||||
| 9412 |
An MCP server that enables AI agents like Claude to play Minesweeper through na…
|
C 67 5⁄5 | ||||||||
| 9413 |
Enables interaction with PostgreSQL databases through natural language commands…
|
C 67 5⁄5 | ||||||||
| 9414 |
A starter template for building MCP servers with TypeScript support, example to…
|
C 67 5⁄4 | ||||||||
| 9415 |
Enables the execution and analysis of JMeter performance tests through MCP-comp…
|
C 67 5⁄4 | ||||||||
| 9416 |
Integrates R2R (Retrieval-Augmented Generation) with Claude Desktop, enabling s…
|
C 67 5⁄5 | ||||||||
| 9417 |
An MCP server that enables AI assistants to fetch public GitHub repository list…
|
C 67 5⁄5 | ||||||||
| 9418 |
Enables AI agents to query Korean listed companies' financial statements, publi…
|
C 67 5⁄5 | ||||||||
| 9419 |
Automates iteration management and code review submission workflows with DingTa…
|
C 67 5⁄4 | ||||||||
| 9420 |
An MCP server that extracts transcripts, metadata, and summaries from YouTube v…
|
C 67 5⁄5 | ||||||||
| 9421 |
Korea Weather
Claim
Get real-time conditions and ultra-short-term forecasts across South Korea. Che…
|
C 67 5⁄4 | ||||||||
| 9422 |
Extracts structured dictionary data from the Longman Dictionary of Contemporary…
|
C 67 5⁄5 | ||||||||
| 9423 |
A template repository for creating MCP servers that can be easily containerized…
|
C 67 5⁄4 | ||||||||
| 9424 |
A Model Context Protocol server that allows AI agents to execute SQL queries ag…
|
C 67 5⁄5 | ||||||||
| 9425 |
Enables comprehensive analysis of AWS Lambda performance including cold start t…
|
C 67 5⁄5 | ||||||||
| 9426 |
A Model Context Protocol server that allows management of Netlify sites, enabli…
|
C 67 5⁄5 | ||||||||
| 9427 |
Enables users to retrieve GitLab commit records and automatically generate dail…
|
C 67 5⁄5 | ||||||||
| 9428 |
An MCP server that enables Claude to generate, search, and manage documentation…
|
C 67 5⁄5 | ||||||||
| 9429 |
A Model Context Protocol server that enables AI assistants to build and test Xc…
|
C 67 5⁄4 | ||||||||
| 9430 |
A suite of marketing tools from Open Strategy Partners including writing style,…
|
C 67 5⁄4 | ||||||||
| 9431 |
Enables programmatic control of the WezTerm terminal emulator through the Model…
|
C 67 5⁄4 | ||||||||
| 9432 |
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
|
C 67 5⁄5 | ||||||||
| 9433 |
A powerful orchestration layer for Model Context Protocol (MCP) servers that en…
|
C 67 5⁄5 | ||||||||
| 9434 |
Provides AI agents with research capabilities for local Calibre e-book librarie…
|
C 67 5⁄4 | ||||||||
| 9435 |
Enables comprehensive tmux session management through MCP, allowing users to li…
|
C 67 5⁄4 | ||||||||
| 9436 |
Provides access to weather alerts and forecasts for US locations using the Nati…
|
C 67 5⁄5 | ||||||||
| 9437 |
Exposes the Akamai Reporting API v2 to enable traffic analysis, cache offload m…
|
C 67 5⁄5 | ||||||||
| 9438 |
Enables interaction with Salesforce orgs to perform operations like querying da…
|
C 67 5⁄4 | ||||||||
| 9439 |
An MCP server that provides Claude with direct access to local Nucleo icon libr…
|
C 67 5⁄4 | ||||||||
| 9440 |
An open source Model Context Protocol server for PostgreSQL that provides datab…
|
C 67 5⁄5 | ||||||||
| 9441 |
An example MCP server that allows remote clients to connect and authenticate us…
|
C 67 5⁄5 | ||||||||
| 9442 |
Integrates local language models (like Qwen3-8B) with MCP clients, providing to…
|
C 67 5⁄4 | ||||||||
| 9443 |
MCP server that connects to [Apache Airflow](https://airflow.apache.org/) using…
|
C 67 5⁄4 | ||||||||
| 9444 |
This package is intended for demonstration only. Maintained by JFrog Security.
|
C 67 5⁄4 | ||||||||
| 9445 |
Logseq MCP Server
Claim
A NestJS-based server that enables AI agents to interact with Logseq graphs thr…
|
C 67 5⁄4 | ||||||||
| 9446 |
Enables music management through search, playlist creation, and intelligent rec…
|
C 67 5⁄4 | ||||||||
| 9447 |
Connects to Kaggle, ability to download and analyze datasets.
|
C 67 5⁄5 | ||||||||
| 9448 |
Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…
|
C 67 5⁄5 | ||||||||
| 9449 |
Enables access to real-time news articles through search, topic headlines, full…
|
C 67 5⁄5 | ||||||||
| 9450 |
Provides AI models with access to Ukrainian government procurement data from Pr…
|
C 67 5⁄5 | ||||||||