MCP Server Quality Scores
Independent quality analysis of 48148 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22751 |
Enables AI agents to control Blender 3D software through natural language comma…
|
C 63 4⁄3 | ||||||||
| 22752 |
The official MCP server for SurrealDB
|
C 63 4⁄3 | ||||||||
| 22753 |
Enables interaction with the Stacks blockchain through Claude Desktop. Manage w…
|
C 63 4⁄3 | ||||||||
| 22754 |
autosteer
Claim
Desktop app for multi-workspace Claude Code management
|
C 63 4⁄3 | ||||||||
| 22755 |
MCP Standards
Claim
A self-learning AI standards system that automatically detects patterns from us…
|
C 63 4⁄3 | ||||||||
| 22756 |
Find every leaked secret on your machine — API keys in .env files, shell histor…
|
C 63 3⁄3 | ||||||||
| 22757 |
mcp-serverless-netlify
Claim
|
C 63 3⁄3 | ||||||||
| 22758 |
IAM Policy Autopilot is an open source static code analysis tool that helps you…
|
C 63 4⁄4 | ||||||||
| 22759 |
Fusion 360 MCP
Claim
Enables AI-powered parametric CAD design in Autodesk Fusion 360 through natural…
|
C 63 4⁄3 | ||||||||
| 22760 |
An MCP server that enables Claude to manage Remember The Milk tasks, lists, and…
|
C 63 4⁄4 | ||||||||
| 22761 |
MCP Connection Hub
Claim
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
|
C 63 4⁄4 | ||||||||
| 22762 |
mcp server for slidev to make web ppt quickly and elegantly
|
C 63 4⁄3 | ||||||||
| 22763 |
Enables comprehensive Stacks blockchain development with 30+ specialized tools …
|
C 63 4⁄4 | ||||||||
| 22764 |
Generate friendly greetings on demand. Toggle pirate mode to add swashbuckling …
|
C 63 3⁄3 | ||||||||
| 22765 |
Enables AI agents to generate chart visualizations by interacting with QuickCha…
|
C 63 4⁄4 | ||||||||
| 22766 |
A comprehensive Model Context Protocol server providing 33 specialized research…
|
C 63 4⁄3 | ||||||||
| 22767 |
wayforth
Claim
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
|
C 63 3⁄3 | ||||||||
| 22768 |
aikido-mcp
Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
|
C 63 4⁄3 | ||||||||
| 22769 |
mcp-servers
Claim
|
C 63 4⁄3 | ||||||||
| 22770 |
Exposes 7 read-only MCP tools for Magalu Cloud products (block storage, virtual…
|
C 63 3⁄3 | ||||||||
| 22771 |
strata
Claim
Self-hosted AI memory server. Persistent memory on your hardware, not the cloud.
|
C 63 3⁄3 | ||||||||
| 22772 |
A Model Context Protocol server that enables Claude Code to interact with You N…
|
C 63 4⁄4 | ||||||||
| 22773 |
|
C 63 4⁄3 | ||||||||
| 22774 |
Enables programmatic control over Ableton Live sessions through natural languag…
|
C 63 4⁄3 | ||||||||
| 22775 |
agentos
Claim
AI agent fleet orchestration runtime. Spawn, coordinate, monitor autonomous age…
|
C 63 4⁄3 | ||||||||
| 22776 |
|
C 63 3⁄3 | ||||||||
| 22777 |
skillhub-mcp
Claim
MCP server that exposes Claude-style skills to any MCP client.
|
C 63 4⁄3 | ||||||||
| 22778 |
AgentX - Agent Extension: MCP Servers, Agent Skills and Plugins Manager
|
C 63 4⁄3 | ||||||||
| 22779 |
Provides AI agents with persistent memory and knowledge management through a co…
|
C 63 4⁄4 | ||||||||
| 22780 |
A comprehensive MCP server providing OpenStack project management and monitorin…
|
C 63 4⁄3 | ||||||||
| 22781 |
Enables hotel booking operations through the Exely Distribution API via natural…
|
C 63 4⁄4 | ||||||||
| 22782 |
AI news, model pricing, service status, and machine-payable premium tools. AFTA…
|
C 63 3⁄3 | ||||||||
| 22783 |
Java profiling with AI agent integration. Profile CPU, memory, JDBC, HTTP and m…
|
C 63 3⁄3 | ||||||||
| 22784 |
|
C 63 4⁄3 | ||||||||
| 22785 |
An MCP server that provides access to exported data from Apple Health. Data ana…
|
C 63 4⁄3 | ||||||||
| 22786 |
A comprehensive MCP server providing tools for IP, domain, email, and image-bas…
|
C 63 4⁄4 | ||||||||
| 22787 |
Provide structured access to Major League Baseball statistics through an MCP se…
|
C 63 4⁄4 | ||||||||
| 22788 |
agentic-ai
Claim
Agentic AI research papers, benchmarks, frameworks, and tools curated across 24…
|
C 63 3⁄3 | ||||||||
| 22789 |
Production-grade Google services integration (Gmail, Calendar, Drive, Sheets, K…
|
C 63 4⁄4 | ||||||||
| 22790 |
An MCP server that provides access to Garmin Connect fitness, health, and train…
|
C 63 4⁄4 | ||||||||
| 22791 |
tinymcp
Claim
Let LLMs control embedded devices via the Model Context Protocol.
|
C 63 4⁄3 | ||||||||
| 22792 |
Enables AI assistants to interact with the Just Plan It (JPI) job scheduling an…
|
C 63 4⁄4 | ||||||||
| 22793 |
MCP server for local semantic retrieval over a library of ebooks, using pplx-em…
|
C 63 3⁄3 | ||||||||
| 22794 |
Enables AI agents to automate multiphysics simulations in COMSOL Multiphysics, …
|
C 63 4⁄3 | ||||||||
| 22795 |
GnuRadio
|
C 63 4⁄3 | ||||||||
| 22796 |
FPF Agent Stack
Claim
Enables offline AI agent automation with embedded local LLM (Qwen 2.5), sandbox…
|
C 63 4⁄3 | ||||||||
| 22797 |
An MCP server for red teaming that enables AI agents to perform port scanning, …
|
C 63 3⁄3 | ||||||||
| 22798 |
Microsoft SQL Server MCP Server by CData
|
C 63 3⁄3 | ||||||||
| 22799 |
WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.
|
C 63 3⁄3 | ||||||||
| 22800 |
Provides comprehensive database management tools for PostgreSQL, MySQL, and SQL…
|
C 63 4⁄4 | ||||||||