MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 9501 |
An MCP server that provides tools to query and interact with MongoDB user colle…
|
C 67 5⁄4 | ||||||||
| 9502 |
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
|
C 67 5⁄4 | ||||||||
| 9503 |
MCP RAG System
Claim
A Retrieval-Augmented Generation system that enables uploading, processing, and…
|
C 67 5⁄4 | ||||||||
| 9504 |
Provides Excel file manipulation capabilities without requiring Microsoft Excel…
|
C 67 5⁄5 | ||||||||
| 9505 |
Trip Planner MCP
Claim
Enables multi-agent trip planning with coordinated specialized agents for team …
|
C 67 5⁄4 | ||||||||
| 9506 |
Model Context Protocol server that enables LLMs and AI assistants to retrieve r…
|
C 67 5⁄5 | ||||||||
| 9507 |
POC MCP Server
Claim
A proof of concept server that provides tools for accessing and managing Loomer…
|
C 67 5⁄4 | ||||||||
| 9508 |
Enables interaction with Figma files through tools that list projects/files, fe…
|
C 67 5⁄5 | ||||||||
| 9509 |
A Model Context Protocol server that integrates with the Ravelry API, allowing …
|
C 67 5⁄5 | ||||||||
| 9510 |
Provides access to Danish energy data from Energinet, including real-time elect…
|
C 67 5⁄5 | ||||||||
| 9511 |
Intelligent routing layer that analyzes tasks and guides your AI agent to deleg…
|
C 67 5⁄5 | ||||||||
| 9512 |
A Model Context Protocol server for data wrangling that provides standardized i…
|
C 67 5⁄5 | ||||||||
| 9513 |
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
|
C 67 5⁄5 | ||||||||
| 9514 |
RAG MCP Server
Claim
Enables Claude to perform retrieval-augmented generation using LangChain, Chrom…
|
C 67 5⁄4 | ||||||||
| 9515 |
ScholarFetch
Claim
Multi-engine scholarly research server for search, traversal, full text, and re…
|
C 67 6⁄6 | ||||||||
| 9516 |
An MCP server that enables interaction with Datagouv APIs, primarily allowing u…
|
C 67 5⁄5 | ||||||||
| 9517 |
AutoSOC Agent
Claim
An automated security operations center MCP server that uses LLMs and network a…
|
C 67 5⁄4 | ||||||||
| 9518 |
Provides emergency coding assistance by querying three AI coding models simulta…
|
C 67 5⁄5 | ||||||||
| 9519 |
Provides access to classic DOS games like DOOM, Super Mario, Tetris, and Duke N…
|
C 67 5⁄5 | ||||||||
| 9520 |
A production-ready browser automation server that enables AI assistants to inte…
|
C 67 5⁄4 | ||||||||
| 9521 |
MongoDB MCP Server
Claim
Allows interaction with MongoDB collections and documents through standardized …
|
C 67 5⁄5 | ||||||||
| 9522 |
tauri-plugin-mcp
Claim
Enables AI assistants to automate and test Tauri desktop applications through t…
|
C 67 5⁄4 | ||||||||
| 9523 |
Basic MCP Server
Claim
A basic TypeScript implementation of the Model Context Protocol (MCP) server de…
|
C 67 5⁄5 | ||||||||
| 9524 |
LayerZero OFT MCP Server
Claim
A TypeScript/Node.js server that enables creating, deploying, and bridging Omni…
|
C 67 5⁄5 | ||||||||
| 9525 |
Enables interaction with Twitter/X data to retrieve user profiles, search tweet…
|
C 67 5⁄5 | ||||||||
| 9526 |
Send quick, personalized greetings to anyone. Add playful flair with Pirate Mod…
|
C 67 5⁄4 | ||||||||
| 9527 |
Enable Large Language Model clients to interact seamlessly with any MediaWiki w…
|
C 67 6⁄6 | ||||||||
| 9528 |
An MCP server that enables AI assistants to search and query your LaunchBox gam…
|
C 67 5⁄4 | ||||||||
| 9529 |
Enables interaction with QA Studio test management platform directly from Claud…
|
C 67 6⁄6 | ||||||||
| 9530 |
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
|
C 67 5⁄5 | ||||||||
| 9531 |
Automatically converts JoinQuant quantitative trading strategies to Ptrade plat…
|
C 67 5⁄5 | ||||||||
| 9532 |
MCP server that provides AI assistants access to stock market data including fi…
|
C 67 5⁄5 | ||||||||
| 9533 |
Enables AI agents to interact with Notion workspaces through the Notion API. Su…
|
C 67 5⁄5 | ||||||||
| 9534 |
mcp_sdk_petstore_api
Claim
A standalone MCP server that exposes Petstore API endpoints as tools for AI ass…
|
C 67 5⁄5 | ||||||||
| 9535 |
A Model Context Protocol server that provides access to Outscraper's data extra…
|
C 67 5⁄5 | ||||||||
| 9536 |
Bridge MCP servers to the AGENIUM agent:// network with DNS resolution and mTLS
|
C 67 6⁄6 | ||||||||
| 9537 |
A modular server implementation that integrates Auth0 OAuth 2.0 authentication …
|
C 67 5⁄4 | ||||||||
| 9538 |
Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…
|
C 67 5⁄5 | ||||||||
| 9539 |
A suite of marketing tools from Open Strategy Partners including writing style,…
|
C 67 5⁄4 | ||||||||
| 9540 |
Kali MCP Server
Claim
Enables LLMs to execute Kali Linux security tools like nmap, sqlmap, and hydra …
|
C 67 5⁄5 | ||||||||
| 9541 |
MCP Server for interacting with Cube semantic layers that provides tools for qu…
|
C 67 5⁄5 | ||||||||
| 9542 |
Model Context Provider for Amazing Marvin productivity app - Access your tasks,…
|
C 67 5⁄5 | ||||||||
| 9543 |
Tangled MCP Server
Claim
Enables interaction with Tangled, a git collaboration platform built on AT Prot…
|
C 67 5⁄5 | ||||||||
| 9544 |
A Provider Abstraction Layer that orchestrates multiple AI models (GPT-5, Gemin…
|
C 67 5⁄5 | ||||||||
| 9545 |
memory-mcp
Claim
A self-organizing, persistent semantic memory layer that enables AI agents to s…
|
C 67 5⁄5 | ||||||||
| 9546 |
A powerful Model Context Protocol (MCP) server that provides enhanced Google se…
|
C 67 5⁄5 | ||||||||
| 9547 |
Enables AI assistants to query orders, transaction details, warnings/anomalies,…
|
C 67 5⁄4 | ||||||||
| 9548 |
Provides comprehensive access to CoinMarketCap's cryptocurrency data including …
|
C 67 5⁄5 | ||||||||
| 9549 |
An MCP server for Apache Superset that enables AI models to manage dashboards, …
|
C 67 5⁄5 | ||||||||
| 9550 |
A Model Context Protocol server that enables AI assistants to fetch current wea…
|
C 67 5⁄5 | ||||||||