MCP Server Quality Scores
Independent quality analysis of 69052 public MCP servers
Last updated 9 hours, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6901 |
pmll-memory-mcp
Claim
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
|
B 71 5⁄4 | ||||||||
| 6902 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 6903 |
Provides functionality to fetch web content in various formats, including HTML,…
|
B 71 5⁄5 | ||||||||
| 6904 |
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
|
B 71 5⁄5 | ||||||||
| 6905 |
Playwright MCP
Claim
A server that provides browser automation capabilities using Playwright, enabli…
|
B 71 5⁄5 | ||||||||
| 6906 |
Provides tools for managing Anki decks, notes, and note types via the Model Con…
|
B 71 5⁄4 | ||||||||
| 6907 |
Model Context Protocol server for Gmail integration. This allows Claude Desktop…
|
B 71 5⁄5 | ||||||||
| 6908 |
Enables Claude AI to run terminal commands, perform file operations, and manage…
|
B 71 5⁄4 | ||||||||
| 6909 |
Enables interaction with the DoorDash Drive API to create, manage, and track de…
|
B 71 5⁄5 | ||||||||
| 6910 |
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
|
B 71 5⁄5 | ||||||||
| 6911 |
Provides AI assistants with access to private React component library documenta…
|
B 71 5⁄4 | ||||||||
| 6912 |
Enables interaction with Qiita, a Japanese developer community platform, throug…
|
B 71 5⁄5 | ||||||||
| 6913 |
An MCP server to search Hacker News, get top stories, and more.
|
B 71 5⁄5 | ||||||||
| 6914 |
Enables searching for keywords in files with support for case-sensitive/insensi…
|
B 71 5⁄4 | ||||||||
| 6915 |
Enables Claude and other AI assistants to read, write, and manipulate Dynalist.…
|
B 71 5⁄5 | ||||||||
| 6916 |
Enables MCP clients like Claude Desktop to generate AI-powered videos through t…
|
B 71 5⁄5 | ||||||||
| 6917 |
Provides tools for listing and querying Azure resources directly from any MCP c…
|
B 71 5⁄5 | ||||||||
| 6918 |
Enables comprehensive PostgreSQL database management including index tuning, qu…
|
B 71 5⁄5 | ||||||||
| 6919 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 6920 |
context-space
Claim
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
|
B 71 5⁄4 | ||||||||
| 6921 |
mcp-base
Claim
A bare-bones FastMCP server template designed to serve as a starting point for …
|
B 71 5⁄4 | ||||||||
| 6922 |
MCP server for DigiSign.cz digital signature API — create, send, and manage dig…
|
B 71 5⁄5 | ||||||||
| 6923 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 6924 |
mcp-gopls
Claim
Model Context Protocol (MCP) server for Go using gopls – LSP-powered analysis, …
|
B 71 5⁄5 | ||||||||
| 6925 |
Enables comprehensive access to the Norwegian Business Registry API for queryin…
|
B 71 5⁄5 | ||||||||
| 6926 |
Searches and queries the official minecraft wiki to answer any minecraft-relate…
|
B 71 5⁄5 | ||||||||
| 6927 |
A unified API server that enables interaction with multiple AI model providers …
|
B 71 5⁄5 | ||||||||
| 6928 |
Metasploit MCP Server
Claim
Provides a bridge between large language models and the Metasploit Framework, e…
|
B 71 5⁄5 | ||||||||
| 6929 |
A lightweight server for executing SQL queries and inspecting schemas across mu…
|
B 71 5⁄5 | ||||||||
| 6930 |
A secure server that enables AI applications to execute shell commands in speci…
|
B 71 5⁄5 | ||||||||
| 6931 |
Enables searching and retrieving icons from The Noun Project API with advanced …
|
B 71 5⁄5 | ||||||||
| 6932 |
A simple TypeScript-based MCP server that implements a notes system, allowing u…
|
B 71 5⁄5 | ||||||||
| 6933 |
Enables deployment and hosting of custom MCP servers on Databricks Apps platfor…
|
B 71 5⁄5 | ||||||||
| 6934 |
A Model Context Protocol server that provides seamless integration with Coroot …
|
B 71 5⁄5 | ||||||||
| 6935 |
Enables interaction with Slack workspaces through comprehensive integration cap…
|
B 71 5⁄5 | ||||||||
| 6936 |
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
|
B 71 5⁄5 | ||||||||
| 6937 |
A Model Context Protocol server that enables retrieval of transcripts from YouT…
|
B 71 5⁄5 | ||||||||
| 6938 |
Gemini MCP File Agent
Claim
A local server that enables Google's Gemini AI to safely read, write, and list …
|
B 71 5⁄4 | ||||||||
| 6939 |
An MCP server that provides access to government datasets from Data.gov, enabli…
|
B 71 5⁄5 | ||||||||
| 6940 |
|
B 71 5⁄4 | ||||||||
| 6941 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 6942 |
Enables AI assistants to interact with GitLab by wrapping the REST API v4 into …
|
B 71 5⁄5 | ||||||||
| 6943 |
|
B 71 5⁄4 | ||||||||
| 6944 |
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
|
B 71 5⁄5 | ||||||||
| 6945 |
Enables creation, validation, rendering, and optimization of SVG images with co…
|
B 71 5⁄5 | ||||||||
| 6946 |
Zerodha Trading Bot
Claim
A Node.js-based trading bot that integrates with the Zerodha platform to provid…
|
B 71 5⁄5 | ||||||||
| 6947 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
|
B 71 5⁄5 | ||||||||
| 6948 |
A Model Context Protocol server that enables interaction with self-hosted Supab…
|
B 71 5⁄5 | ||||||||
| 6949 |
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
|
B 71 5⁄5 | ||||||||
| 6950 |
Enables project and task management through a lightweight SQLite database, allo…
|
B 71 5⁄4 | ||||||||