MCP Server Quality Scores
Independent quality analysis of 33790 public MCP servers
Last updated 1 hour, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 16551 |
A FastMCP-based server providing tools for weather queries, random number gener…
|
F 25 5⁄5 | ||||||||
| 16552 |
Enables interaction with Apple's App Store Connect API through natural language…
|
F 25 5⁄5 | ||||||||
| 16553 |
Publish content to the web by emailing POST@abovo.co. No API key, no signup. SM…
|
F 25 6⁄6 | ||||||||
| 16554 |
Enables programmatic management of Google Calendar events through natural langu…
|
F 25 5⁄5 | ||||||||
| 16555 |
Time MCP Server is a server implementation that provides time aware capabilitie…
|
F 25 6⁄6 | ||||||||
| 16556 |
An MCP server that integrates fal.ai's image generation and editing capabilitie…
|
F 25 6⁄6 | ||||||||
| 16557 |
AI-powered VMware storage management for vSphere. Manage datastores, iSCSI targ…
|
F 25 5⁄4 | ||||||||
| 16558 |
MemOS (Memory Operating System) is a memory management operating system designe…
|
F 25 5⁄4 | ||||||||
| 16559 |
An MCP server that enables AI assistants to generate, score, and analyze DNA se…
|
F 25 5⁄5 | ||||||||
| 16560 |
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployme…
|
F 25 6⁄4 | ||||||||
| 16561 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
|
F 25 5⁄4 | ||||||||
| 16562 |
A Model Context Protocol server that provides tools for interacting with Trello…
|
F 25 5⁄5 | ||||||||
| 16563 |
AutoApply automates job applications using a real Playwright browser. Save your…
|
F 25 5⁄5 | ||||||||
| 16564 |
A visual DevOps hub for npm scripts, Git, workflows, and deploy — controllable …
|
F 25 5⁄4 | ||||||||
| 16565 |
Enables complete control over the Carla audio plugin host through natural langu…
|
F 25 5⁄4 | ||||||||
| 16566 |
Security scanner for AI agents, MCP servers and agent skills.
|
F 25 5⁄4 | ||||||||
| 16567 |
A command-based MCP server that enables programmatic stock trading on Zerodha t…
|
F 25 5⁄4 | ||||||||
| 16568 |
Create high-quality images and videos fast from text or reference images. Perso…
|
F 25 6⁄6 | ||||||||
| 16569 |
An MCP server that provides CodeScene Code Health analysis tools.
|
F 25 5⁄4 | ||||||||
| 16570 |
Enable AI assistants to perform web searches using Exa's powerful search API. G…
|
F 25 5⁄5 | ||||||||
| 16571 |
Permission control plane for AI agents. MCP proxy that enforces least-privilege…
|
F 25 5⁄5 | ||||||||
| 16572 |
Enables Cursor and Windsurf to safely interact with Supabase databases by provi…
|
F 25 5⁄5 | ||||||||
| 16573 |
A browser automation MCP server hosted on Vercel that enables AI agents to perf…
|
F 25 5⁄5 | ||||||||
| 16574 |
Enables AI assistants to search for vehicles, manage reservations, and access E…
|
F 25 5⁄5 | ||||||||
| 16575 |
A Model Context Protocol server that provides AI assistants with real-time data…
|
F 25 5⁄5 | ||||||||
| 16576 |
MCP server for InsForge BaaS — database, storage, edge functions, and deploymen…
|
F 25 6⁄6 | ||||||||
| 16577 |
Control Chrome via accessibility tree snapshots through PinchTab. Zero-config b…
|
F 25 5⁄4 | ||||||||
| 16578 |
A Model Context Protocol server for scraping Weibo that provides tools to searc…
|
F 25 5⁄5 | ||||||||
| 16579 |
Enables AI agents to interact with the Teladoc telehealth platform to search fo…
|
F 25 5⁄5 | ||||||||
| 16580 |
An MCP server that enables users to transform AI conversations into a structure…
|
F 25 6⁄6 | ||||||||
| 16581 |
VantaGate MCP Server & OpenAPI integration - Human-in-the-Loop for AI Agents
|
F 25 5⁄4 | ||||||||
| 16582 |
Connects LLMs to Wikidata's structured knowledge base using a hybrid architectu…
|
F 25 6⁄6 | ||||||||
| 16583 |
A task orchestration system for AI agent teams that provides a Kanban dashboard…
|
F 25 5⁄5 | ||||||||
| 16584 |
A bridge between Unity and AI assistants that enables AI to interact with Unity…
|
F 25 5⁄5 | ||||||||
| 16585 |
Enables interaction with Datadog's monitoring and observability platform throug…
|
F 25 5⁄5 | ||||||||
| 16586 |
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
|
F 25 5⁄4 | ||||||||
| 16587 |
Provides text-to-image generation capabilities through the Fooocus Stable Diffu…
|
F 25 5⁄5 | ||||||||
| 16588 |
Leverage AI-driven observability, security, and automation to analyze anomalies…
|
F 25 5⁄5 | ||||||||
| 16589 |
AI-powered SVG icon generation MCP server. Generate production-ready SVG icons …
|
F 25 5⁄5 | ||||||||
| 16590 |
A Model Context Protocol server that enables AI assistants like Claude to inter…
|
F 25 5⁄5 | ||||||||
| 16591 |
Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.
|
F 25 5⁄5 | ||||||||
| 16592 |
Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loade…
|
F 25 5⁄4 | ||||||||
| 16593 |
A Model Context Protocol server that enables AI assistants to perform web autom…
|
F 25 5⁄5 | ||||||||
| 16594 |
Create MCP servers directly in your Nuxt application. Define tools, resources, …
|
F 25 6⁄6 | ||||||||
| 16595 |
A Model Context Protocol server that provides read-only MySQL database queries …
|
F 25 5⁄5 | ||||||||
| 16596 |
AI agent governance MCP server with policy enforcement, quantum-safe audit trai…
|
F 25 5⁄4 | ||||||||
| 16597 |
Compress OCR-heavy PDFs into dense packed images so agents can work with long v…
|
F 25 5⁄5 | ||||||||
| 16598 |
MCP server for LinkedIn Campaign Manager — campaigns, creatives, and analytics
|
F 25 5⁄4 | ||||||||
| 16599 |
Enables comprehensive control over macOS GUI elements including mouse, keyboard…
|
F 25 5⁄4 | ||||||||
| 16600 |
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
|
F 25 5⁄4 | ||||||||