MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 2 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19451 |
An MCP server that provides AI assistants with full control over a real browser…
|
C 67 3⁄3 | ||||||||
| 19452 |
An MCP server that provides Claude agents with a comprehensive memory managemen…
|
C 67 4⁄4 | ||||||||
| 19453 |
selene
Claim
Selene is a desktop app that runs AI agents on your machine. Connect them to yo…
|
C 67 4⁄3 | ||||||||
| 19454 |
notion-mcp-server
Claim
A comprehensive Model Context Protocol (MCP) server for Notion integration with…
|
C 67 4⁄4 | ||||||||
| 19455 |
A comprehensive MCP server providing 30 tools for geocoding, routing, and OpenS…
|
C 67 4⁄4 | ||||||||
| 19456 |
mcp-annotated-java-sdk
Claim
Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java
|
C 67 3⁄3 | ||||||||
| 19457 |
A plug-and-play MCP server that enables AI assistants to browse, search, and re…
|
C 67 4⁄4 | ||||||||
| 19458 |
Mob
Claim
Mob is an AI-first personal CRM that enables users to manage contacts, relation…
|
C 67 4⁄4 | ||||||||
| 19459 |
Organizational context & memory for AI agents. Connect 100+ tools into one know…
|
C 67 3⁄3 | ||||||||
| 19460 |
A minimal server that exposes Playwright browser automation capabilities throug…
|
C 67 4⁄3 | ||||||||
| 19461 |
Frictionless: Manage all your social media operations with a single API key.
-…
|
C 67 4⁄4 | ||||||||
| 19462 |
日本の公的データ（統計・法人・不動産）にAIからアクセスするMCPサーバー。e-Stat統計API・法人番号Web-API・不動産情報ライブラリAPIの3AP…
|
C 67 4⁄3 | ||||||||
| 19463 |
Enables integration with Repsona project management platform, allowing users to…
|
C 67 4⁄4 | ||||||||
| 19464 |
MCP Server for okx.com
|
C 67 4⁄3 | ||||||||
| 19465 |
MCP server for GitHub Enterprise API integration
|
C 67 4⁄4 | ||||||||
| 19466 |
AI assistant access to Mindvalley products, masterclasses, programs, and certif…
|
C 67 4⁄3 | ||||||||
| 19467 |
Advanced Claude Code CLI toolkit - agents, hooks, skills, MCP servers, phased d…
|
C 67 4⁄3 | ||||||||
| 19468 |
mockd
Claim
Multi-protocol API mock server: HTTP, GraphQL, gRPC, WebSocket, MQTT, SSE, SOAP.
|
C 67 4⁄3 | ||||||||
| 19469 |
A Message Control Protocol server that runs PHP tests and static analysis tools…
|
C 67 4⁄3 | ||||||||
| 19470 |
Enables LLMs to interact with Outline wiki for document management, search, and…
|
C 67 4⁄4 | ||||||||
| 19471 |
A high-performance CLI tool that provides semantic code search, advanced archit…
|
C 67 4⁄4 | ||||||||
| 19472 |
A Model Context Protocol server that wraps multiple backend servers for token-e…
|
C 67 4⁄4 | ||||||||
| 19473 |
rust-mcp-sdk
Claim
A high-performance, asynchronous toolkit for building MCP servers and clients i…
|
C 67 4⁄3 | ||||||||
| 19474 |
source-library
Claim
Search translated historical texts on alchemy, Hermeticism, and Renaissance phi…
|
C 67 4⁄3 | ||||||||
| 19475 |
RPG Maker MZ MCP Server
Claim
Enables AI agents to directly manipulate RPG Maker MZ projects through natural …
|
C 67 4⁄3 | ||||||||
| 19476 |
The FreeCAD Robust MCP server and MCP Bridge Workbench/Addon
|
C 67 4⁄3 | ||||||||
| 19477 |
This server enables users to programmatically scrape and access Google Maps rev…
|
C 67 4⁄3 | ||||||||
| 19478 |
paiml-mcp-agent-toolkit
Claim
Pragmatic AI Labs MCP Agent Toolkit - An MCP Server designed to make code with …
|
C 67 4⁄3 | ||||||||
| 19479 |
Enables AI assistants to interact with Figma designs programmatically, supporti…
|
C 67 4⁄4 | ||||||||
| 19480 |
Enables AI assistants to interact with Delta Lake tables stored in MinIO throug…
|
C 67 4⁄3 | ||||||||
| 19481 |
Rust + WASM sublinear-time solver for asymmetric diagonally dominant systems. E…
|
C 67 4⁄3 | ||||||||
| 19482 |
searchAPI-mcp
Claim
A Model Context Protocol (MCP) based search API server that provides standardiz…
|
C 67 4⁄4 | ||||||||
| 19483 |
An MCP server that empowers AI assistants to build, validate, and manage n8n wo…
|
C 67 4⁄4 | ||||||||
| 19484 |
MCPR
Claim
Model Context Protocol for R: enables AI agents to participate in interactive l…
|
C 67 3⁄3 | ||||||||
| 19485 |
MultiBaas MCP Server
Claim
Enables AI assistants to interact with blockchain data and smart contracts thro…
|
C 67 4⁄4 | ||||||||
| 19486 |
claudit-sec
Claim
Security audit tool for Claude Desktop and Claude Code on macOS — single-comman…
|
C 67 3⁄3 | ||||||||
| 19487 |
An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to …
|
C 67 4⁄3 | ||||||||
| 19488 |
Provides 84 specialized tools for comprehensive Google Workspace automation inc…
|
C 67 4⁄4 | ||||||||
| 19489 |
A server that implements the Model Context Protocol for Schwab API, allowing ac…
|
C 67 4⁄4 | ||||||||
| 19490 |
Enables control and interaction with Commodore 64 Ultimate Computer devices thr…
|
C 67 4⁄4 | ||||||||
| 19491 |
swift-fast-mcp
Claim
The fastest way to build MCP servers in Swift.
|
C 67 3⁄3 | ||||||||
| 19492 |
A lightweight, centralized control plane server that enables management of mult…
|
C 67 4⁄4 | ||||||||
| 19493 |
AI-native orchestration layer with 80+ tools for task management, code editing,…
|
C 67 4⁄4 | ||||||||
| 19494 |
Enables trading and portfolio management through the Alpaca API, allowing users…
|
C 67 4⁄4 | ||||||||
| 19495 |
MCP server for integrating with Anki flashcards through conversational AI
|
C 67 4⁄3 | ||||||||
| 19496 |
zed-mcp-server-github
Claim
A GitHub MCP Server extension for Zed
|
C 67 4⁄3 | ||||||||
| 19497 |
CLI tool for testing MCP servers
|
C 67 4⁄3 | ||||||||
| 19498 |
A comprehensive Model Context Protocol (MCP) server that provides 39 profession…
|
C 67 4⁄4 | ||||||||
| 19499 |
A Model Control Protocol server that enables Claude Desktop to interact with yo…
|
C 67 4⁄4 | ||||||||
| 19500 |
Open-source CLI and MCP server for LinkedHelper automation — 32 tools for campa…
|
C 67 4⁄3 | ||||||||