MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15401 |
A comprehensive collection of LangGraph implementations, tutorials, and advance…
|
F 30 5⁄4 | ||||||||
| 15402 |
A DeepSeek MCP-like Server for Terminal
|
F 30 5⁄4 | ||||||||
| 15403 |
Studio MCP transforms any CLI command into an AI tool by using a simple templat…
|
F 30 5⁄4 | ||||||||
| 15404 |
Enables AI to search and retrieve South Korean legal information from the Natio…
|
F 30 5⁄5 | ||||||||
| 15405 |
Interacting with Obsidian via REST API
|
F 30 5⁄5 | ||||||||
| 15406 |
A Python-based execution tool that mimics a Jupyter notebook environment. It ac…
|
F 30 5⁄5 | ||||||||
| 15407 |
Enables querying Azure Application Insights logs by order number through natura…
|
F 30 5⁄5 | ||||||||
| 15408 |
A Model Context Protocol server that enables AI clients to interact with BlazeS…
|
F 30 5⁄5 | ||||||||
| 15409 |
lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditio…
|
F 30 5⁄4 | ||||||||
| 15410 |
Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client
|
F 30 5⁄4 | ||||||||
| 15411 |
An MCP server designed for SQL analysis that demonstrates sampling capabilities…
|
F 30 5⁄4 | ||||||||
| 15412 |
🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr
|
F 30 6⁄6 | ||||||||
| 15413 |
A reference MCP server for Cloudflare Workers that provides remote connection s…
|
F 30 5⁄5 | ||||||||
| 15414 |
Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's …
|
F 30 6⁄4 | ||||||||
| 15415 |
An MCP extension that allows coding agents to manage and compose MCP tools by e…
|
F 30 5⁄4 | ||||||||
| 15416 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 15417 |
Agent Interface Compiler — One command. Every agent speaks your product. Transf…
|
F 30 5⁄4 | ||||||||
| 15418 |
Enable natural language interactions with CircleCI functionality through MCP-en…
|
F 30 5⁄5 | ||||||||
| 15419 |
A declarative framework that manages LLM resources, prompts, and tools through …
|
F 30 5⁄5 | ||||||||
| 15420 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15421 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 30 5⁄4 | ||||||||
| 15422 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
|
F 30 5⁄5 | ||||||||
| 15423 |
A Model Context Protocol server that enables LLMs to retrieve web content and s…
|
F 30 5⁄5 | ||||||||
| 15424 |
Universal MCP server that transforms any CLI tool into an MCP server. Works wit…
|
F 30 5⁄4 | ||||||||
| 15425 |
Python MCP server that bridges VS Code Copilot agents to the Firm Gateway ecosy…
|
F 30 5⁄4 | ||||||||
| 15426 |
A multi-purpose MCP server that enables Reddit research for market validation, …
|
F 30 5⁄5 | ||||||||
| 15427 |
Automates error tracking workflow by finding code owners in Bitbucket, retrievi…
|
F 30 5⁄5 | ||||||||
| 15428 |
Connects Claude Desktop and Claude Code, enabling autonomous exchange of messag…
|
F 30 5⁄4 | ||||||||
| 15429 |
A robust Model Context Protocol server for managing todos with capabilities for…
|
F 30 5⁄5 | ||||||||
| 15430 |
An MCP server greeting
|
F 30 5⁄4 | ||||||||
| 15431 |
Enables creating, managing, and searching Markdown notes with support for tags,…
|
F 30 5⁄4 | ||||||||
| 15432 |
Integrates Google NotebookLM into Claude to allow users to manage notebooks, ad…
|
F 30 5⁄4 | ||||||||
| 15433 |
Provides secure access to Tennis Warehouse product data, enabling users to sear…
|
F 30 5⁄5 | ||||||||
| 15434 |
An AI tutoring system that runs as an MCP server, allowing Claude to access and…
|
F 30 5⁄5 | ||||||||
| 15435 |
This server enables natural language interaction between a user and their Kuzu …
|
F 30 5⁄4 | ||||||||
| 15436 |
Facilitates direct speech generation using Claude for multiple languages and em…
|
F 30 5⁄5 | ||||||||
| 15437 |
Fetch YouTube subtitles and transcripts for AI analysis
|
F 30 5⁄5 | ||||||||
| 15438 |
🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through…
|
F 30 5⁄4 | ||||||||
| 15439 |
Enables AI assistants to send text notifications with titles, messages, signatu…
|
F 30 5⁄5 | ||||||||
| 15440 |
Enables efficient reading, analyzing, and querying of Excel, CSV, and JSON file…
|
F 30 5⁄5 | ||||||||
| 15441 |
Provides cocktail recommendations using a Retrieval-Augmented Generation (RAG) …
|
F 30 5⁄5 | ||||||||
| 15442 |
AI-powered circuit design through simulation — an MCP server that gives languag…
|
F 30 5⁄4 | ||||||||
| 15443 |
An MCP server that connects language models to the LSD database, enabling web d…
|
F 30 5⁄5 | ||||||||
| 15444 |
Cashfree MCP server for cashfree docs and APIs
|
F 30 5⁄5 | ||||||||
| 15445 |
Clayton Christensen persona agent for strategic advisory using disruption theory
|
F 30 5⁄5 | ||||||||
| 15446 |
Enables semantic search and insight extraction across Granola meeting notes, ca…
|
F 30 5⁄4 | ||||||||
| 15447 |
This MCP server provides access to the Test mcp server Traia API, enabling AI a…
|
F 30 5⁄5 | ||||||||
| 15448 |
All-in-one MCP server that can connect your AI agents to any native endpoint, p…
|
F 30 5⁄5 | ||||||||
| 15449 |
A multi-agent framework that models complex social systems through a coordinate…
|
F 30 5⁄5 | ||||||||
| 15450 |
Enables LLMs to configure the TerraAPI dashboard by managing health and fitness…
|
F 30 5⁄5 | ||||||||