MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19751 |
An MCP server that gives AI assistants direct control over Godot 4 game develop…
|
B 80 3⁄3 | ||||||||
| 19752 |
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
|
B 80 3⁄3 | ||||||||
| 19753 |
passoff
Claim
Enables handoff of context between AI coding agents like Claude Code, Cursor, C…
|
B 80 3⁄3 | ||||||||
| 19754 |
Convert HTML to PDF/PNG/WebP/PPTX slide carousels with 11 themes — for LinkedIn…
|
B 80 3⁄3 | ||||||||
| 19755 |
Parallel video rendering tools: detect GPU encoders, render, color grade, merge…
|
B 80 3⁄3 | ||||||||
| 19756 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19757 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19758 |
Integrates with Linear project management system
|
B 80 4⁄4 | ||||||||
| 19759 |
A standalone Node MCP server that provides semantic search, knowledge graph, an…
|
B 80 3⁄3 | ||||||||
| 19760 |
Integrates ClickUp project management with AI applications, enabling task manag…
|
B 80 4⁄4 | ||||||||
| 19761 |
Brick Builder MCP App
Claim
A Three.js MCP server for designing 3D brick constructions, enabling AI or inte…
|
B 79 3⁄3 | ||||||||
| 19762 |
An MCP server that provides comprehensive access to AWS Amplify Gen 2 Next.js d…
|
B 79 3⁄3 | ||||||||
| 19763 |
Enables inspection and management of Apache Airflow DAGs, runs, and logs across…
|
B 79 4⁄4 | ||||||||
| 19764 |
LLM quantization via tool call. Convert models to GGUF, GPTQ, and AWQ formats. …
|
B 79 3⁄3 | ||||||||
| 19765 |
Open-source LLM knowledge base: team chat into a typed knowledge graph and auto…
|
B 79 3⁄3 | ||||||||
| 19766 |
git-courer
Claim
Full git MCP server for LLM agents — 17 tools, AST annotator, auto-backups, rea…
|
B 79 3⁄3 | ||||||||
| 19767 |
Validate tool-call args before execution. Returns LLM-friendly retry hints.
|
B 79 3⁄3 | ||||||||
| 19768 |
ASCII art & kaomoji for AI agents, CLI tools, and chatbots.
|
B 79 3⁄3 | ||||||||
| 19769 |
A Jira-like project tracker for AI agents with full hierarchy (Projects > Epics…
|
B 79 4⁄3 | ||||||||
| 19770 |
Crypto wallets, payments, and referral earnings for AI agents on Base L2
|
B 79 3⁄3 | ||||||||
| 19771 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
|
B 79 3⁄3 | ||||||||
| 19772 |
Cross-surface persistent memory for Claude. Bridges context between Claude Chat…
|
B 79 3⁄3 | ||||||||
| 19773 |
Control any smart TV with natural language. Resolve Netflix/YouTube/Spotify and…
|
B 79 3⁄3 | ||||||||
| 19774 |
agentmako
Claim
Local-first codebase intelligence engine. Gives coding agents structured contex…
|
B 79 3⁄3 | ||||||||
| 19775 |
cdt-express-mcp
Claim
Interact with climate metrics via Riskthinking.AI's CDT Express API in supporte…
|
B 79 3⁄3 | ||||||||
| 19776 |
Strapi CMS MCP — natural-language content management: create, manage, and publi…
|
B 79 4⁄4 | ||||||||
| 19777 |
claude-swarm-mcp
Claim
Orchestrates multiple Claude Code instances into a collaborative swarm for real…
|
B 79 3⁄3 | ||||||||
| 19778 |
MCP server discovery - find and install MCP servers from Official Registry, Gla…
|
B 79 3⁄3 | ||||||||
| 19779 |
An MCP server that lets AI agents control iOS and Android devices (tap, scroll,…
|
B 79 3⁄3 | ||||||||
| 19780 |
MCP server for Apple Developer Documentation - Search iOS/macOS/SwiftUI/UIKit d…
|
B 79 4⁄4 | ||||||||
| 19781 |
AI-powered cascading development framework. Decompose complex projects into par…
|
B 79 4⁄3 | ||||||||
| 19782 |
Mobile device interaction automation via MCP
|
B 79 4⁄3 | ||||||||
| 19783 |
Bridges the Model Context Protocol with Language Server Protocol to provide AI …
|
B 79 3⁄3 | ||||||||
| 19784 |
Enables comprehensive remote control and automation of Final Cut Pro through 99…
|
B 79 3⁄3 | ||||||||
| 19785 |
AEO audit tool — measure brand visibility across ChatGPT, Perplexity, Claude, a…
|
B 79 3⁄3 | ||||||||
| 19786 |
Validate, transform, and normalize structured data for AI agents.
|
B 79 3⁄3 | ||||||||
| 19787 |
MCP server for Obsidian vaults - AI tools with consistent canonical context. Lo…
|
B 79 4⁄3 | ||||||||
| 19788 |
Provides a comprehensive suite of tools for interacting with AWS services like …
|
B 79 3⁄3 | ||||||||
| 19789 |
prompt-to-asset
Claim
Generate app icons, favicons, OG images, and logos by routing across 30+ image …
|
B 79 3⁄3 | ||||||||
| 19790 |
KatanA Markdown Linter
Claim
Markdown linter, workspace-scoped stdio MCP server, and self-hosted text-only r…
|
B 79 3⁄3 | ||||||||
| 19791 |
Token-aware message truncation: fit a chat history into your model's context bu…
|
B 79 3⁄3 | ||||||||
| 19792 |
Provides LLM-optimized tools for advanced code analysis, repository complexity …
|
B 79 3⁄3 | ||||||||
| 19793 |
Structural graph map of any codebase so LLMs navigate by structure, not guesswo…
|
B 79 3⁄3 | ||||||||
| 19794 |
Runtime budget authority for autonomous agents - a set of tools to check, reser…
|
B 79 3⁄3 | ||||||||
| 19795 |
MCP server exposing KiCad PCB Editor functionality via IPC API.
|
B 79 3⁄3 | ||||||||
| 19796 |
AI-native Microsoft Teams integration — read chats, send messages, search people
|
B 79 3⁄3 | ||||||||
| 19797 |
purple
Claim
Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…
|
B 79 3⁄3 | ||||||||
| 19798 |
Enables AI assistants to securely manage Bitwarden vault items, folders, attach…
|
B 79 4⁄3 | ||||||||
| 19799 |
Enables AI assistants to interact with the TreeBeam financial management and ac…
|
B 79 4⁄3 | ||||||||
| 19800 |
Access Austrian federal laws, state laws, court decisions, and legal documents …
|
B 79 4⁄3 | ||||||||