MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15701 |
Enables interaction with the Civitai API to search for AI models, browse images…
|
F 30 5⁄5 | ||||||||
| 15702 |
Enables AI assistants to interact with multiple AI models through the OpenCode …
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F 30 5⁄5 | ||||||||
| 15703 |
Enables AI assistants to interact with Jamf Pro for comprehensive Apple device …
|
F 30 6⁄6 | ||||||||
| 15704 |
A specialized toolchain that guides AI agents through a structured 'Atomic Deve…
|
F 30 5⁄4 | ||||||||
| 15705 |
Provides LLMs with persistent memory across conversations using a knowledge gra…
|
F 30 5⁄5 | ||||||||
| 15706 |
Build and deploy pragmatic retrieval-augmented generation (RAG) agents efficien…
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F 30 5⁄4 | ||||||||
| 15707 |
Dig through any documentation with AI - MCP server for Claude, Cursor, and othe…
|
F 30 6⁄6 | ||||||||
| 15708 |
A robust Model Context Protocol server for managing todos with capabilities for…
|
F 30 5⁄5 | ||||||||
| 15709 |
Enables secure interactions with cryptocurrency daemon RPC interfaces through A…
|
F 30 5⁄5 | ||||||||
| 15710 |
Enables AI assistants to search, understand, and retrieve UI components from ui…
|
F 30 5⁄4 | ||||||||
| 15711 |
MCP server for transcribing Google Chat voice messages using Groq Whisper API
|
F 30 5⁄4 | ||||||||
| 15712 |
Provides programmatic search functionality for Obsidian vaults through a REST A…
|
F 30 5⁄4 | ||||||||
| 15713 |
A minimal fastmcp demonstration server that provides a simple addition tool thr…
|
F 30 5⁄5 | ||||||||
| 15714 |
A powerful research assistant that conducts intelligent, iterative research thr…
|
F 30 5⁄5 | ||||||||
| 15715 |
Access your reMarkable tablet - read documents, browse files, extract text and …
|
F 30 5⁄4 | ||||||||
| 15716 |
databricks-mcp-server
|
F 30 5⁄5 | ||||||||
| 15717 |
A server that integrates Flux's advanced image generation and manipulation feat…
|
F 30 5⁄5 | ||||||||
| 15718 |
Incident management, on-call scheduling, and intelligent analysis powered by Ro…
|
F 30 6⁄6 | ||||||||
| 15719 |
Enables access to prompt templates managed in MLflow through Claude Desktop, al…
|
F 30 5⁄5 | ||||||||
| 15720 |
Connect Legacy Databases to AI Agents via Model Context Protocol. Open-source b…
|
F 30 5⁄4 | ||||||||
| 15721 |
Create images and videos from prompts, with options for image mixing, reference…
|
F 30 6⁄6 | ||||||||
| 15722 |
Provides access to over 500 pre-configured YAML templates and guided workflows …
|
F 30 5⁄5 | ||||||||
| 15723 |
Multi-AI crypto token scanner. 6 AI agents independently analyze and debate tok…
|
F 30 6⁄6 | ||||||||
| 15724 |
An AI-powered tool that transforms natural language specifications into structu…
|
F 30 6⁄6 | ||||||||
| 15725 |
Analyzes DevOps findings to automatically recommend and generate AWS Fault Inje…
|
F 30 5⁄5 | ||||||||
| 15726 |
A Model Context Protocol server that provides Flutter UI templates for developm…
|
F 30 5⁄4 | ||||||||
| 15727 |
The Model Context Protocol (MCP) server provides a conversational interface for…
|
F 30 5⁄5 | ||||||||
| 15728 |
Enables AI assistants to manage StashDog inventory through natural language com…
|
F 30 5⁄5 | ||||||||
| 15729 |
Explore your local files with fast glob matching and text search. Find files ac…
|
F 30 5⁄4 | ||||||||
| 15730 |
Enables AI agents to create, modify, and manage Figma designs through natural l…
|
F 30 5⁄5 | ||||||||
| 15731 |
A server that enables natural language interactions with Couchbase databases th…
|
F 30 5⁄5 | ||||||||
| 15732 |
Bridges Claude Desktop with Claude Code CLI to delegate complex coding tasks li…
|
F 30 5⁄4 | ||||||||
| 15733 |
Enables conversational interaction with Odoo to manage timesheets, expenses, co…
|
F 30 5⁄5 | ||||||||
| 15734 |
Enables real-time communication between Claude Code instances across multiple m…
|
F 30 5⁄5 | ||||||||
| 15735 |
An MCP server that enables direct communication between two Claude instances, a…
|
F 30 5⁄5 | ||||||||
| 15736 |
A comprehensive MCP server that enables LLMs to explore and interact with the F…
|
F 30 5⁄4 | ||||||||
| 15737 |
An MCP server for retrieving and filtering logs from Mezmo with a quota-conscio…
|
F 30 5⁄5 | ||||||||
| 15738 |
A secure server that allows LLM applications like Claude to execute whitelisted…
|
F 30 5⁄4 | ||||||||
| 15739 |
🏎️ ☁️ Tools to the query and execute of Dify workflows
|
F 30 5⁄4 | ||||||||
| 15740 |
GoHighLevel MCP Server — 520+ tools across 40 categories. Voice AI, Proposals, …
|
F 30 6⁄6 | ||||||||
| 15741 |
Full-resolution vision for LLMs. Tiles large images and captures web pages via …
|
F 30 5⁄4 | ||||||||
| 15742 |
Enables users to generate PlantUML code for UML Class and Sequence diagrams usi…
|
F 30 5⁄5 | ||||||||
| 15743 |
A multi-provider AI image generation server that allows users to create and tra…
|
F 30 5⁄4 | ||||||||
| 15744 |
Enables interaction with the Xero Accounting API to manage contacts, invoices, …
|
F 30 5⁄5 | ||||||||
| 15745 |
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
|
F 30 5⁄4 | ||||||||
| 15746 |
Guides problem-solving by breaking down complex problems into steps and recomme…
|
F 30 5⁄5 | ||||||||
| 15747 |
Provides AI-driven PostgreSQL database management with secure OAuth 2.1 authent…
|
F 30 5⁄5 | ||||||||
| 15748 |
A sample MCP server that provides basic arithmetic tools like addition, subtrac…
|
F 30 5⁄4 | ||||||||
| 15749 |
A Slack bot and MCP client acts as a bridge between Slack and Model Context Pro…
|
F 30 5⁄4 | ||||||||
| 15750 |
Enables control of macOS applications through natural language, allowing users …
|
F 30 5⁄4 | ||||||||