MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 4 hours, 11 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68101 |
ghed-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
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| 68102 |
fichapao-mcp-server
Claim
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
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| 68103 |
projectionlab-mcp
Claim
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
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| 68104 |
@secr/mcp
Claim
Provides AI coding agents with direct access to secrets management (get, set, l…
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| 68105 |
Enables AI assistants to perform real-time web and academic searches using Perp…
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| 68106 |
yfnhanced-mcp
Claim
Production-grade financial data infrastructure for AI assistants, providing rel…
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| 68107 |
ProxmoxMCP
Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
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| 68108 |
ABAP MCP Server
Claim
A standalone MCP server for agentic ABAP development with 67 tools via ADT REST…
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| 68109 |
tldraw-mcp
Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
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| 68110 |
idm-mcp
Claim
Mock identity-management MCP server for decentralized identity that allows mint…
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| 68111 |
sample-mcp
Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
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| 68112 |
mindvault-mcp
Claim
A privacy-first MCP server that converts messy multi-turn conversations into st…
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| 68113 |
Blender MCP VXAI
Claim
Enables natural language control of Blender 3D through MCP clients, allowing cr…
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| 68114 |
LogicMem MCP Server
Claim
Provides persistent memory, reasoning, agent-to-agent sharing, and immutable au…
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| 68115 |
jobkit-mcp
Claim
MCP server for managing job application materials, including resume compilation…
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| 68116 |
mcp-hands-free
Claim
Universal hands-free voice input for MCP-compatible AI assistants using Whisper…
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| 68117 |
tg-mcp-tools
Claim
A local MCP server for Cursor and Claude Desktop that reads Telegram subscripti…
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| 68118 |
rgo-trading-api
Claim
Enables AI assistants to read positions, deals, and orders from the RGO trading…
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| 68119 |
sumo-mcp
Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
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| 68120 |
A production-ready MCP server that bridges physical sensor data with AI reasoni…
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| 68121 |
My First MCP
Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
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| 68122 |
mcp
Claim
Model Context Protocol (MCP) Server for the mcp API.
|
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| 68123 |
Foreman MCP Server
Claim
MCP server for managing Foreman hosts and infrastructure. Enables listing, sear…
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| 68124 |
VPS MCP Server
Claim
Enables remote command execution, scripting, file operations, and persistent tm…
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| 68125 |
Narrarium MCP Server
Claim
Enables local-first book writing with AI assistance, allowing users to scaffold…
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| 68126 |
remnawave-mcp-server
Claim
MCP server for Remnawave panel API. Manage VPN users, nodes, hosts, and system …
|
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| 68127 |
github-mcp
Claim
GitHub MCP server for Claude Code, Cursor, Cline, Windsurf, and any MCP-compati…
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| 68128 |
log-analyzer-mcp
Claim
Enables log analysis, searching, counting, and system metrics retrieval (CPU, m…
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| 68129 |
electric-cherry
Claim
Electron debugging MCP server for both renderer (via Chrome DevTools Protocol) …
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| 68130 |
video-probe-mcp
Claim
Inspect local video and audio files with ffprobe, returning structured metadata…
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| 68131 |
metatrader5-mcp
Claim
Connects Claude to a MetaTrader 5 terminal for read-only market data, account i…
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| 68132 |
Enables querying Lithuanian financial regulation data, including regulations, e…
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| 68133 |
Central City
Claim
Every AI. One room. The open hub where the world's AI agents meet, work togethe…
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| 68134 |
Better Prompts MCP
Claim
Automatically extracts actionable methodologies from articles and URLs, stores …
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| 68135 |
A pure-AI cognitive extension that forces standard 3-Layer Validation to preven…
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| 68136 |
excalidraw-mcp-collab
Claim
Standalone backend for a self-hosted Excalidraw fork with per-board access cont…
|
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| 68137 |
n8n-MCP
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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| 68138 |
Visionaire Engine
Claim
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CS…
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| 68139 |
Estonian Transport MCP
Claim
Provides Estonian public transport timetables, trip planning, stop search, and …
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| 68140 |
claude-mcp
Claim
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| 68141 |
MCP Agent Toolkit
Claim
Enables agents to share state via a blackboard, record and retrieve failure res…
|
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| 68142 |
mcp-ssh-tool
Claim
A Model Context Protocol (MCP) SSH client server that provides autonomous SSH o…
|
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| 68143 |
Provides instant access to Exa's neural search API documentation, code examples…
|
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| 68144 |
AWS Notebook Runner MCP
Claim
Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…
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| 68145 |
A Node.js MCP server that enables image understanding by calling the MIMO multi…
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| 68146 |
personal-health-mcp
Claim
Self-hosted MCP server that aggregates personal health data from Google Health,…
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| 68147 |
A dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that ena…
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| 68148 |
Evaluates employment status exemption for corporate directors, family workers, …
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| 68149 |
Tegro.money MCP Server
Claim
Enables AI assistants to create payment links, invoices, and read order/balance…
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| 68150 |
peer-relay
Claim
A message relay MCP server enabling two separate Claude Code instances to excha…
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