MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 2 hours, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 14951 |
Enables AI agents to interact with Discord by sending notifications, creating c…
|
F 30 5⁄5 | ||||||||
| 14952 |
An MCP server that enables AI to interact with the private 'my-design' React co…
|
F 30 5⁄5 | ||||||||
| 14953 |
A Python starter template for building MCP servers with client connection manag…
|
F 30 5⁄5 | ||||||||
| 14954 |
A simple Model Context Protocol server demonstration that provides SSE streamin…
|
F 30 5⁄5 | ||||||||
| 14955 |
A narrative graph engine that enables LLMs to generate, track, and mutate compl…
|
F 30 5⁄5 | ||||||||
| 14956 |
Enables comprehensive management of Zendesk tickets, comments, and Help Center …
|
F 30 5⁄5 | ||||||||
| 14957 |
Run your own runbooks from Claude Desktop.
You can create your runbooks and ex…
|
F 30 5⁄5 | ||||||||
| 14958 |
Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A p…
|
F 30 6⁄6 | ||||||||
| 14959 |
Zero-dependency MCP server implementation.
|
F 30 5⁄4 | ||||||||
| 14960 |
|
F 30 5⁄4 | ||||||||
| 14961 |
|
F 30 5⁄4 | ||||||||
| 14962 |
Intent-based project documentation server that automatically maps natural langu…
|
F 30 5⁄5 | ||||||||
| 14963 |
A global framework for creating reusable command shortcuts and slash commands t…
|
F 30 5⁄4 | ||||||||
| 14964 |
Unofficial MCP server for searching and retrieving scientific data from the Cat…
|
F 30 5⁄4 | ||||||||
| 14965 |
A local vector database RAG system that integrates with Playwright MCP for web …
|
F 30 5⁄4 | ||||||||
| 14966 |
A template project for building custom MCP servers that enables direct access t…
|
F 30 5⁄5 | ||||||||
| 14967 |
A Model Context Protocol server that provides access to Kuzu databases. This se…
|
F 30 5⁄5 | ||||||||
| 14968 |
A research proxy that lets Claude, Cursor, and other MCP clients utilize Gemini…
|
F 30 5⁄4 | ||||||||
| 14969 |
Fetches web page content, converts it to Markdown, and optionally processes it …
|
F 30 5⁄5 | ||||||||
| 14970 |
A Model Context Protocol server that provides read-only access to Ontotext Grap…
|
F 30 5⁄5 | ||||||||
| 14971 |
A modular MCP server that provides tools for file operations, regex-based code …
|
F 30 5⁄4 | ||||||||
| 14972 |
Conversational recon interface and MCP server powered by httpx and asnmap. Supp…
|
F 30 5⁄4 | ||||||||
| 14973 |
A demonstration MCP server built with TypeScript and Bun that implements a clas…
|
F 30 5⁄5 | ||||||||
| 14974 |
This project provides a toolset to crawl websites wikis, tool/library documenti…
|
F 30 5⁄4 | ||||||||
| 14975 |
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
|
F 30 5⁄4 | ||||||||
| 14976 |
A Docker-based local RAG backend that provides advanced document search capabil…
|
F 30 5⁄4 | ||||||||
| 14977 |
Orchestrates all your MCP servers through tool discovery, reducing token overhe…
|
F 30 5⁄4 | ||||||||
| 14978 |
A Mermaid diagram rendering MCP server for Claude Code with live reload functio…
|
F 30 5⁄4 | ||||||||
| 14979 |
Dynamically discovers and exposes WordPress 6.9+ Abilities API capabilities as …
|
F 30 5⁄5 | ||||||||
| 14980 |
A TypeScript implementation of the Model Context Protocol server that enables s…
|
F 30 5⁄5 | ||||||||
| 14981 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 14982 |
Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sb…
|
F 30 6⁄6 | ||||||||
| 14983 |
An MCP server for CSV files.
|
F 30 5⁄5 | ||||||||
| 14984 |
Enables secure interaction with kintone through OAuth authentication, supportin…
|
F 30 5⁄5 | ||||||||
| 14985 |
Built as a Model Context Protocol (MCP) server that provides advanced web searc…
|
F 30 5⁄5 | ||||||||
| 14986 |
Enables AI assistants to search videos, channels, and playlists, retrieve video…
|
F 30 6⁄4 | ||||||||
| 14987 |
A tool that helps easily register Anthropic's Model Context Protocol (MCP) in C…
|
F 30 5⁄4 | ||||||||
| 14988 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
|
F 30 5⁄4 | ||||||||
| 14989 |
A simple template for creating custom tools for Cursor IDE using Model Context …
|
F 30 5⁄5 | ||||||||
| 14990 |
SafeLink lets AI agents hire other AI agents — and get hired — with cryptograph…
|
F 30 5⁄4 | ||||||||
| 14991 |
Enables access to NASA space data and images through Claude Desktop, providing …
|
F 30 5⁄5 | ||||||||
| 14992 |
A Model Context Protocol server that integrates Wireshark's network analysis ca…
|
F 30 5⁄4 | ||||||||
| 14993 |
Interacting with Obsidian via REST API
|
F 30 5⁄5 | ||||||||
| 14994 |
Enables AI agents to analyze videos and images using Qwen3-VL deployed on Modal…
|
F 30 5⁄5 | ||||||||
| 14995 |
Enables automated README file management for development projects through MCP t…
|
F 30 5⁄5 | ||||||||
| 14996 |
A server that enhances Claude's reasoning capabilities by integrating DeepSeek …
|
F 30 5⁄5 | ||||||||
| 14997 |
A Python Flask-based Model Context Protocol server that provides basic tools in…
|
F 30 5⁄5 | ||||||||
| 14998 |
Provides mathematical calculation tools including basic operations, expressions…
|
F 30 5⁄5 | ||||||||
| 14999 |
Qurio brings multi-provider models, custom agents, reusable skills, MCP servers…
|
F 30 5⁄4 | ||||||||
| 15000 |
A minimal Model Context Protocol server that provides a safety guardrail tool t…
|
F 30 5⁄4 | ||||||||