MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7501 |
Enables GPT Desktop to interact with local file systems and execute shell comma…
|
B 70 5⁄4 | ||||||||
| 7502 |
MCP WooCommerce Server
Claim
Enables interaction with WooCommerce stores through the REST API. Supports prod…
|
B 70 5⁄5 | ||||||||
| 7503 |
Provides access to a universal design token system with 7 pre-built themes (col…
|
B 70 5⁄5 | ||||||||
| 7504 |
MCP server for local transaction signing on EVM, UTXO, Tron, and XRP — no API c…
|
B 70 5⁄4 | ||||||||
| 7505 |
Provides real-time Indian stock market analysis, including live price tracking,…
|
B 70 5⁄5 | ||||||||
| 7506 |
FEL MCP Server (Local)
Claim
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
|
B 70 5⁄4 | ||||||||
| 7507 |
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and…
|
B 70 5⁄4 | ||||||||
| 7508 |
Docmost MCP Server
Claim
Provides AI assistants with direct access to self-hosted Docmost documentation …
|
B 70 5⁄5 | ||||||||
| 7509 |
Brings Google Gemini 2.0 Flash native image generation capabilities into Claude…
|
B 70 5⁄5 | ||||||||
| 7510 |
Nmap MCP Server
Claim
Enables network security scanning using Nmap through MCP protocol. Supports qui…
|
B 70 5⁄5 | ||||||||
| 7511 |
Enables interaction with Brex financial data including expenses, budgets, trans…
|
B 70 5⁄5 | ||||||||
| 7512 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
B 70 5⁄5 | ||||||||
| 7513 |
A starter template for building custom MCP servers that can integrate with Clau…
|
B 70 5⁄5 | ||||||||
| 7514 |
A Model Context Protocol server that enhances Grey Hack game development by pro…
|
B 70 5⁄5 | ||||||||
| 7515 |
Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vul…
|
B 70 5⁄5 | ||||||||
| 7516 |
FastMCP Server Template
Claim
A production-ready MCP server template that enables developers to quickly build…
|
B 70 5⁄5 | ||||||||
| 7517 |
An MCP server for managing work logs, research results, and task checkpoints to…
|
B 70 5⁄4 | ||||||||
| 7518 |
A comprehensive MCP server that enables file operations, mathematical calculati…
|
B 70 5⁄4 | ||||||||
| 7519 |
Provides comprehensive code analysis through three MCP servers: static analysis…
|
B 70 5⁄5 | ||||||||
| 7520 |
Enables the validation and generation of Terraform Infrastructure as Code accor…
|
B 70 5⁄4 | ||||||||
| 7521 |
Adds persistent task management to AI coding assistants in IDEs, allowing them …
|
B 70 5⁄4 | ||||||||
| 7522 |
MCP server for architecture and system design. Store and manage project archite…
|
B 70 5⁄5 | ||||||||
| 7523 |
LiveKit RAG Assistant
Claim
Enables AI-powered semantic search and question-answering for LiveKit documenta…
|
B 70 5⁄5 | ||||||||
| 7524 |
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
|
B 70 5⁄5 | ||||||||
| 7525 |
An MCP server that enables users to create and manage MongoDB Atlas clusters, u…
|
B 70 5⁄5 | ||||||||
| 7526 |
|
B 70 5⁄4 | ||||||||
| 7527 |
CSV Editor
Claim
Comprehensive CSV processing MCP server with 40+ operations for data manipulati…
|
B 70 5⁄5 | ||||||||
| 7528 |
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
|
B 70 6⁄4 | ||||||||
| 7529 |
Provides comprehensive functionality including weather data, system utilities, …
|
B 70 5⁄5 | ||||||||
| 7530 |
simple-mcp-runner
Claim
Simple MCP Runner makes it effortless to safely expose system commands to langu…
|
B 70 5⁄4 | ||||||||
| 7531 |
Enables interaction with WooCommerce stores through the WordPress REST API, sup…
|
B 70 5⁄5 | ||||||||
| 7532 |
Enables comprehensive management of self-hosted or cloud Supabase instances wit…
|
B 70 5⁄5 | ||||||||
| 7533 |
MCP to Connect JIRA by NodeJs
|
B 70 5⁄5 | ||||||||
| 7534 |
Facilitates interactive software development planning by managing tasks, tracki…
|
B 70 5⁄5 | ||||||||
| 7535 |
Provides file system operations (read, write, list, delete) and Git repository …
|
B 70 5⁄5 | ||||||||
| 7536 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7537 |
Provides current time and date information with timezone support and multiple f…
|
B 70 5⁄5 | ||||||||
| 7538 |
Enables molecular generation, optimization, and analysis through NVIDIA MolMIM …
|
B 70 5⁄5 | ||||||||
| 7539 |
A demonstration MCP server supporting both Stdio and SSE transports, providing …
|
B 70 5⁄5 | ||||||||
| 7540 |
Enables natural language interaction with Docker commands and operations. Suppo…
|
B 70 5⁄5 | ||||||||
| 7541 |
A server that enables vector and keyword search capabilities in Typesense datab…
|
B 70 5⁄5 | ||||||||
| 7542 |
Provides access to the Finnish company registry (PRH/YTJ) to search for busines…
|
B 70 5⁄5 | ||||||||
| 7543 |
A starter template for building Model Context Protocol (MCP) servers using Node…
|
B 70 5⁄4 | ||||||||
| 7544 |
Provides seamless access to Grok AI's capabilities (chat completion, image unde…
|
B 70 5⁄5 | ||||||||
| 7545 |
A Model Context Protocol server that provides real-time hot trending topics fro…
|
B 70 5⁄5 | ||||||||
| 7546 |
Provides UK-centric date calculations including bank holiday integration, sprin…
|
B 70 5⁄5 | ||||||||
| 7547 |
Production-ready MCP server for real-time network traffic analysis and packet c…
|
B 70 5⁄4 | ||||||||
| 7548 |
Enables AI assistants to interact with the Plasma Network blockchain testnet, s…
|
B 70 5⁄5 | ||||||||
| 7549 |
MJML MCP Server
Claim
Enables creation and management of professional email templates using MJML mark…
|
B 70 5⁄5 | ||||||||
| 7550 |
MCP server exposing multiple OSINT tools for AI assistants like Claude
|
B 70 5⁄4 | ||||||||