MCP Server Quality Scores
Independent quality analysis of 57597 public MCP servers
Last updated 1 hour, 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15901 |
This server provides a note storage system with a custom URI scheme, allowing u…
|
F 30 5⁄4 | ||||||||
| 15902 |
Provides automated Git workflow tools for committing, creating pull requests, a…
|
F 30 5⁄5 | ||||||||
| 15903 |
Returns verified financial data (SEC EDGAR & FRED) with machine-readable citati…
|
F 30 5⁄4 | ||||||||
| 15904 |
Collects and stores Danbooru character data in a Turso cloud database with auto…
|
F 30 5⁄5 | ||||||||
| 15905 |
An AI-powered code consultation server that routes programming queries to speci…
|
F 30 5⁄5 | ||||||||
| 15906 |
Lightweight Linux sandbox for AI agents. Kernel-native isolation (namespaces, c…
|
F 30 5⁄4 | ||||||||
| 15907 |
A bridge between iOS simulators and the Model Context Protocol, enabling progra…
|
F 30 5⁄4 | ||||||||
| 15908 |
Execute terminal commands locally or remotely via SSH with session persistence …
|
F 30 5⁄4 | ||||||||
| 15909 |
A server implementation for interacting with Wikidata API using the Model Conte…
|
F 30 5⁄5 | ||||||||
| 15910 |
An automation toolkit that enables AI-driven content publishing and creator dat…
|
F 30 5⁄5 | ||||||||
| 15911 |
A multi-purpose MCP server that enables Reddit research for market validation, …
|
F 30 5⁄5 | ||||||||
| 15912 |
Enables AI-powered analytics from Stripe, PayPal, and Google Analytics 4 (BigQu…
|
F 30 5⁄5 | ||||||||
| 15913 |
Provides web and local search capabilities via Brave Search combined with advan…
|
F 30 5⁄5 | ||||||||
| 15914 |
Universal Search-First Knowledge Acquisition Plugin for LLMs. Enables real-time…
|
F 30 5⁄5 | ||||||||
| 15915 |
Agent Skill Ninja for MCP: Search, install, and manage AI agent skills (SKILL.m…
|
F 30 5⁄4 | ||||||||
| 15916 |
Enables users to generate presentation slides using 2slides.com's API through C…
|
F 30 6⁄6 | ||||||||
| 15917 |
Provides access to the World Health Organization's Global Health Observatory da…
|
F 30 5⁄5 | ||||||||
| 15918 |
A minimal TypeScript starter template for building Model Context Protocol (MCP)…
|
F 30 5⁄5 | ||||||||
| 15919 |
Enables interaction with YouTube through the YouTube Data API, allowing users t…
|
F 30 5⁄4 | ||||||||
| 15920 |
Automates Notion task workflows with AI-powered tag processing, enabling Claude…
|
F 30 5⁄5 | ||||||||
| 15921 |
A starter template for building custom MCP servers with example tools, TypeScri…
|
F 30 5⁄5 | ||||||||
| 15922 |
An MCP server that allows users to upload projects (single files or directories…
|
F 30 6⁄6 | ||||||||
| 15923 |
An MCP server that uses AI to generate structured Asana project plans from dive…
|
F 30 5⁄5 | ||||||||
| 15924 |
A DeepSeek MCP-like Server for Terminal
|
F 30 5⁄4 | ||||||||
| 15925 |
This repository contains hands-on projects, code examples, and deployment workf…
|
F 30 5⁄4 | ||||||||
| 15926 |
Provides comprehensive access to the Europa Component Library (ECL) design syst…
|
F 30 5⁄4 | ||||||||
| 15927 |
Web scraping, code review, content gen, sentiment. Zero Core Tools.
|
F 30 5⁄4 | ||||||||
| 15928 |
Read-only-by-default MCP server: let LLMs explore the Fediverse — Mastodon, Mis…
|
F 30 5⁄4 | ||||||||
| 15929 |
A versatile MCP server framework that enables AI capabilities like remote contr…
|
F 30 5⁄5 | ||||||||
| 15930 |
MCP server & Claude Code skills for 100+ AI services (LLMs, image/video gen, TT…
|
F 30 5⁄4 | ||||||||
| 15931 |
A demonstration server showing MCP implementation in Python with resource handl…
|
F 30 5⁄4 | ||||||||
| 15932 |
An agent-based tool that provides web search and advanced research capabilities…
|
F 30 5⁄5 | ||||||||
| 15933 |
Enables management of Google Cloud Dataproc clusters and jobs through 22 produc…
|
F 30 5⁄5 | ||||||||
| 15934 |
Integrates Dify's external knowledge base API with the Model Context Protocol t…
|
F 30 5⁄5 | ||||||||
| 15935 |
An MCP server that enables interaction with local camera devices to capture and…
|
F 30 5⁄4 | ||||||||
| 15936 |
A reference implementation of a Model Context Protocol server that demonstrates…
|
F 30 5⁄4 | ||||||||
| 15937 |
Provides read-only access to PostgreSQL databases, allowing LLMs to inspect tab…
|
F 30 5⁄5 | ||||||||
| 15938 |
Enables AI assistants to interact with Spec Kit templates and workflows for man…
|
F 30 5⁄4 | ||||||||
| 15939 |
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
|
F 30 5⁄4 | ||||||||
| 15940 |
Integrates with Everything Search Engine to provide lightning-fast file search …
|
F 30 5⁄4 | ||||||||
| 15941 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15942 |
A TypeScript-based server that allows calling other MCP clients from your own M…
|
F 30 5⁄5 | ||||||||
| 15943 |
A Model Context Protocol server that enables high-quality image generation usin…
|
F 30 5⁄5 | ||||||||
| 15944 |
Provides traffic prediction and route optimization tools that consume a REST AP…
|
F 30 5⁄5 | ||||||||
| 15945 |
Official MCP server to interact with Docker Hub, providing access to repositori…
|
F 30 5⁄5 | ||||||||
| 15946 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15947 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
|
F 30 5⁄5 | ||||||||
| 15948 |
Enables AI agents to query and interact with Google NotebookLM notebooks to ret…
|
F 30 5⁄4 | ||||||||
| 15949 |
An MCP server to make phone calls using VoIP/SIP and OpenAI's Realtime API and …
|
F 30 5⁄5 | ||||||||
| 15950 |
Enables Claude to perform hybrid search across local documents by combining sem…
|
F 30 5⁄5 | ||||||||