MCP Server Quality Scores
Independent quality analysis of 48821 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21651 |
ai-mate
Claim
AI development assistant MCP server for Symfony projects
|
C 69 3⁄3 | ||||||||
| 21652 |
mcp-reporter is a streamlined utility that generates comprehensive capability r…
|
C 69 4⁄3 | ||||||||
| 21653 |
Provides nine specialized production-ready solvers for advanced resource alloca…
|
C 69 4⁄4 | ||||||||
| 21654 |
MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, templat…
|
C 69 3⁄3 | ||||||||
| 21655 |
OmniFocus MCP Plus
Claim
A comprehensive MCP server for OmniFocus 4 on macOS featuring 34 tools for task…
|
C 69 4⁄3 | ||||||||
| 21656 |
A Model Context Protocol server that enables LLMs to interact with web pages, t…
|
C 69 4⁄4 | ||||||||
| 21657 |
snapstate
Claim
Persistent state for AI agent workflows. Save, resume, and replay multi-step wo…
|
C 69 3⁄3 | ||||||||
| 21658 |
BIGHUB
Claim
Decision learning for AI agent actions. Evaluate, score, decide, and learn from…
|
C 69 4⁄3 | ||||||||
| 21659 |
Enables AI assistants to interact with Yandex.Tracker task management system th…
|
C 69 4⁄4 | ||||||||
| 21660 |
Dokmatiq DocGen
Claim
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
|
C 69 3⁄3 | ||||||||
| 21661 |
cargo-mcp
Claim
cargo-mcp
|
C 69 4⁄3 | ||||||||
| 21662 |
sentry-mcp-rs
Claim
Fast and minimal Sentry MCP server written in Rust
|
C 69 4⁄4 | ||||||||
| 21663 |
Lemon Squeezy SDK as MCP server. Give your AI assistant access to payment and s…
|
C 69 4⁄3 | ||||||||
| 21664 |
A Model Context Protocol server that enables Claude and other AI assistants to …
|
C 69 4⁄4 | ||||||||
| 21665 |
Enables AI assistants to discover, search, and interact with REST APIs by parsi…
|
C 69 4⁄4 | ||||||||
| 21666 |
Amazon organic ranking MCP server. Run campaigns, track keyword positions, moni…
|
C 69 3⁄3 | ||||||||
| 21667 |
Enables workflow management and Docker image building for Bio-OS platform. Supp…
|
C 69 4⁄4 | ||||||||
| 21668 |
API-first semantic engine and query planner for AI agents that compiles declara…
|
C 69 4⁄3 | ||||||||
| 21669 |
Enables AI assistants to interact with Dell PowerScale (Isilon) OneFS clusters …
|
C 69 4⁄4 | ||||||||
| 21670 |
hyperterse
Claim
The agentic server framework.
|
C 69 4⁄3 | ||||||||
| 21671 |
Enables Discord bot integration through MCP, allowing users to manage servers, …
|
C 69 4⁄4 | ||||||||
| 21672 |
Provides comprehensive PostgreSQL database access with 36 tools for querying, m…
|
C 69 4⁄4 | ||||||||
| 21673 |
systemprompt-template
Claim
Production AI agent mesh in 3 commands. MCP servers, playbooks, and multi-agent…
|
C 69 4⁄3 | ||||||||
| 21674 |
Native Windows MCP server that gives AI agents full desktop control. 45+ tools …
|
C 69 3⁄3 | ||||||||
| 21675 |
Control AWX/Ansible Tower through natural language - 49 tools for automation
|
C 69 4⁄3 | ||||||||
| 21676 |
mlb-gameday-bot
Claim
|
C 69 3⁄3 | ||||||||
| 21677 |
Local MCP server that wraps the headless Claude Code CLI as MCP tools, providin…
|
C 69 3⁄3 | ||||||||
| 21678 |
Enables AI assistants to control Godot game engine projects through a WebSocket…
|
C 69 3⁄3 | ||||||||
| 21679 |
A Model Context Protocol (MCP) server that exposes MiniZinc constraint solving …
|
C 69 4⁄4 | ||||||||
| 21680 |
Enables AI assistants to interact with GoHighLevel's complete API including con…
|
C 69 4⁄4 | ||||||||
| 21681 |
|
C 69 3⁄3 | ||||||||
| 21682 |
Secure MCP server for Obsidian with OWASP Top 10 controls and full audit loggin…
|
C 69 3⁄3 | ||||||||
| 21683 |
Provides AI assistants with comprehensive access to n8n node documentation, pro…
|
C 69 4⁄4 | ||||||||
| 21684 |
MCP server for Hostinger API
|
C 69 4⁄3 | ||||||||
| 21685 |
Czech NLP tools: NER (35 langs), anonymization (80+ PII), morphology, translati…
|
C 69 3⁄3 | ||||||||
| 21686 |
Read-only MCP server for OpenEMIS v5 — 645 resources, 24 playbooks, natural-lan…
|
C 69 3⁄3 | ||||||||
| 21687 |
Transforms YouTube videos into a persistent, structured knowledge base using tr…
|
C 69 3⁄3 | ||||||||
| 21688 |
Enables integration with Xray Cloud APIs for comprehensive test management incl…
|
C 69 4⁄4 | ||||||||
| 21689 |
An MCP server that provides Claude and other MCP clients with persistent memory…
|
C 69 3⁄3 | ||||||||
| 21690 |
An MCP server that provides CPU emulation, disassembly, and assembly tools for …
|
C 69 3⁄3 | ||||||||
| 21691 |
Spline MCP Server
Claim
An interface that enables Claude to interact with Spline 3D design tool, allowi…
|
C 69 4⁄4 | ||||||||
| 21692 |
An MCP server that automatically enhances user prompts by applying advanced eng…
|
C 69 3⁄3 | ||||||||
| 21693 |
Read-only MCP server that brings Reqable's captured HTTP traffic into Claude Co…
|
C 68 3⁄3 | ||||||||
| 21694 |
A multi-agent research MCP server + mini client adapter - orchestrates a net of…
|
C 68 4⁄4 | ||||||||
| 21695 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21696 |
Enables database operations and cloud infrastructure management for ClickHouse,…
|
C 68 4⁄4 | ||||||||
| 21697 |
Create and manage short links, track clicks, and automate URL management
|
C 68 4⁄3 | ||||||||
| 21698 |
mcp-server-tfl
Claim
Community-built server providing real-time London transport data via the TfL Un…
|
C 68 3⁄3 | ||||||||
| 21699 |
Enables dice rolling mechanics for tabletop RPGs including standard dice notati…
|
C 68 4⁄3 | ||||||||
| 21700 |
Enables AI assistants to search and retrieve Magic: The Gathering card data thr…
|
C 68 4⁄4 | ||||||||