MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23951 |
awesome-mcp-servers
Claim
Awesome MCP Servers - A curated list of Model Context Protocol servers
|
C 56 3⁄3 | ||||||||
| 23952 |
Enables AI assistants to interact with Jira Cloud and Server/Data Center deploy…
|
C 56 4⁄4 | ||||||||
| 23953 |
A sequential thinking MCP server extension for Zed
|
C 56 4⁄3 | ||||||||
| 23954 |
Description: Persistent memory for AI agents with rollback, audit trails,
seman…
|
C 56 4⁄4 | ||||||||
| 23955 |
Multi-Agent Conversation Protocol server that enables interaction with Asana's …
|
C 56 4⁄4 | ||||||||
| 23956 |
MCP for Vivado
Claim
An AI-centric MCP server that enables automated Xilinx Vivado workflows, includ…
|
C 56 3⁄3 | ||||||||
| 23957 |
JakartaMigration
Claim
A Model Context Protocol (MCP) server that provides AI coding assistants with s…
|
C 55 4⁄3 | ||||||||
| 23958 |
Device MCP Server
|
C 55 4⁄3 | ||||||||
| 23959 |
Enables comprehensive test management through SmartBear Zephyr Scale's REST API…
|
C 55 4⁄4 | ||||||||
| 23960 |
An MCP server to create/update pages in Notion app & auto generate mdBooks from…
|
C 55 4⁄3 | ||||||||
| 23961 |
MCP Trade Plan Service
Claim
A minimal REST service designed for managing and executing automated trading pl…
|
C 55 4⁄4 | ||||||||
| 23962 |
Advanced filesystem operations with strict security boundaries for AI agents
|
C 55 4⁄3 | ||||||||
| 23963 |
A serverless MCP (Model Context Protocol) implementation that can be deployed o…
|
C 55 4⁄4 | ||||||||
| 23964 |
RPG Ledger MCP Server
Claim
Enables AI assistants to act as RPG Game Masters by managing campaign state inc…
|
C 55 4⁄4 | ||||||||
| 23965 |
agent-studio-starter
Claim
Stop building AI agents from scratch. Bootstrap starter Agent app with LangGrap…
|
C 55 4⁄3 | ||||||||
| 23966 |
A Model Context Protocol server that provides seamless interaction with Workato…
|
C 55 4⁄4 | ||||||||
| 23967 |
Enables interaction with Google's Street View Publish API for publishing and ma…
|
C 55 4⁄4 | ||||||||
| 23968 |
|
C 55 3⁄3 | ||||||||
| 23969 |
A server that enables AI assistants to interact with LinkedIn programmatically …
|
C 55 4⁄4 | ||||||||
| 23970 |
Provides AI agents and LLMs access to the Nikola TEST MCP API through standardi…
|
C 55 4⁄4 | ||||||||
| 23971 |
Enables calculation of European option prices and Greeks (like Delta, Vega, The…
|
C 55 4⁄4 | ||||||||
| 23972 |
An extension that allows Large Language Models to interact with and analyze Act…
|
C 55 4⁄4 | ||||||||
| 23973 |
Provides access to Vietnam stock market data including real-time quotes, histor…
|
C 55 4⁄4 | ||||||||
| 23974 |
A Model Context Protocol server that enables Claude Desktop to search clinicalt…
|
C 55 4⁄4 | ||||||||
| 23975 |
Provides access to South Korea's DART (Data Analysis, Retrieval and Transfer Sy…
|
C 55 4⁄4 | ||||||||
| 23976 |
A server that enables interaction with Upbit cryptocurrency exchange API throug…
|
C 55 4⁄4 | ||||||||
| 23977 |
Integrates 193 Kali Linux security tools with AI for intelligent penetration te…
|
C 55 4⁄4 | ||||||||
| 23978 |
Provides Multi-Agent Conversation Protocol interface for the SoundCloud API, en…
|
C 55 4⁄4 | ||||||||
| 23979 |
A multi-market stock data server providing financial information, historical pr…
|
C 55 4⁄4 | ||||||||
| 23980 |
A production management server for Docker Compose applications that handles sys…
|
C 55 4⁄3 | ||||||||
| 23981 |
An MCP (Multi-Agent Conversation Protocol) Server that provides access to Googl…
|
C 55 4⁄4 | ||||||||
| 23982 |
An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…
|
C 55 4⁄3 | ||||||||
| 23983 |
Comprehensive Roblox development server with 8 tools for managing Lua/Luau scri…
|
C 55 4⁄4 | ||||||||
| 23984 |
Bible API MCP Server
Claim
A remote MCP server template for deployment on Cloudflare Workers without authe…
|
C 55 4⁄4 | ||||||||
| 23985 |
MCP Document Processor
Claim
An intelligent document processing system that automatically classifies, extrac…
|
C 55 4⁄4 | ||||||||
| 23986 |
SynapBus
Claim
MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via c…
|
C 55 4⁄3 | ||||||||
| 23987 |
lumen
Claim
Reduce Claude Code, Codex, OpenCode wall clock and token use by 50% with open s…
|
C 55 4⁄3 | ||||||||
| 23988 |
Allows AI agents to interact with a remote TMF620 Product Catalog Management AP…
|
C 55 4⁄4 | ||||||||
| 23989 |
claude-code-setup
Claim
Persistent memory system for Claude Code via Markdown. Setup with /init-project…
|
C 55 4⁄3 | ||||||||
| 23990 |
Vibe-Coding-Dev-Setup
Claim
This repository contains a complete developer setup for .NET backend vibe codin…
|
C 55 4⁄3 | ||||||||
| 23991 |
claude-config-editor
Claim
Claude Config Editor is a lightweight web tool that helps you clean and optimiz…
|
C 55 4⁄3 | ||||||||
| 23992 |
MySQL MCP Server
Claim
Allows Cursor to interact with MySQL databases through the MCP protocol, enabli…
|
C 55 4⁄4 | ||||||||
| 23993 |
A Model Context Protocol (MCP) server implementation that enables LLMs to inter…
|
C 55 4⁄3 | ||||||||
| 23994 |
A locally-hosted MCP server that integrates Gmail, Google Calendar, and Google …
|
C 55 4⁄3 | ||||||||
| 23995 |
A containerized service that enables MCP clients to interact with data and perf…
|
C 55 4⁄4 | ||||||||
| 23996 |
Product MCP Server
Claim
Enables AI agents to manage an in-memory product catalog with tools to add prod…
|
C 55 4⁄4 | ||||||||
| 23997 |
Basic MCP Server
Claim
A WebSocket-based MCP server that provides basic echo functionality and secure …
|
C 55 4⁄4 | ||||||||
| 23998 |
openclaw-superpowers
Claim
44 plug-and-play skills for OpenClaw — self-modifying AI agent with cron schedu…
|
C 55 4⁄3 | ||||||||
| 23999 |
ai-workshop
Claim
Building GenAI Apps in C#: AI Templates, GitHub Models, Azure OpenAI & More
|
C 55 4⁄3 | ||||||||
| 24000 |
An MCP server that provides access to Francisco Perez-Sorrosal's CV
|
C 55 3⁄3 | ||||||||