MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21801 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21802 |
Provides tools to interact with the Harmonic AI API for company and person enri…
|
C 68 4⁄4 | ||||||||
| 21803 |
MCP File Reader
Claim
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
C 68 3⁄3 | ||||||||
| 21804 |
unity-mcp-plugin
Claim
Unity MCP Plugin (UPM) — Editor bridge for AI-assisted game development. Enable…
|
C 68 3⁄3 | ||||||||
| 21805 |
Provides access to Strapi CMS content through the MCP protocol, allowing users …
|
C 68 4⁄4 | ||||||||
| 21806 |
Encrypted secrets and credential management for agents
|
C 68 3⁄3 | ||||||||
| 21807 |
Provides fast file search capabilities using fd (a modern find alternative), en…
|
C 68 4⁄3 | ||||||||
| 21808 |
MCP Telephony server for automating voice calls with Speech-to-Text and Speech …
|
C 68 4⁄3 | ||||||||
| 21809 |
Excel MCP Server - Manipulate Excel files without Microsoft Excel. Model Contex…
|
C 68 4⁄3 | ||||||||
| 21810 |
Assigns personality types to functions, rates variable name energy, and suggest…
|
C 68 3⁄3 | ||||||||
| 21811 |
A local MCP server that enables reading iMessage conversations and sending new …
|
C 68 3⁄3 | ||||||||
| 21812 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 21813 |
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN…
|
C 68 3⁄3 | ||||||||
| 21814 |
An Elasticsearch-based AI memory system optimized for Chinese that enables pers…
|
C 68 4⁄4 | ||||||||
| 21815 |
Enables natural language search and retrieval of data from Japan's Ministry of …
|
C 68 4⁄4 | ||||||||
| 21816 |
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing…
|
C 68 3⁄3 | ||||||||
| 21817 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21818 |
A local, customizable MCP server for filesystem access that extends the officia…
|
C 68 4⁄3 | ||||||||
| 21819 |
TypeScript MCP server for OpenAI Images/Videos and Google GenAI (Veo) media gen…
|
C 68 4⁄3 | ||||||||
| 21820 |
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster o…
|
C 68 4⁄4 | ||||||||
| 21821 |
Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PL…
|
C 68 3⁄3 | ||||||||
| 21822 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21823 |
|
C 68 3⁄3 | ||||||||
| 21824 |
FlowLens MCP Server
Claim
Enables coding agents to access recorded browser flows (user actions, network, …
|
C 68 4⁄3 | ||||||||
| 21825 |
A comprehensive Model Context Protocol server providing 60 tools across 9 categ…
|
C 68 4⁄3 | ||||||||
| 21826 |
mcp-tacit
Claim
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. …
|
C 68 3⁄3 | ||||||||
| 21827 |
A Model Context Protocol server that connects AI assistants like Claude to AWS …
|
C 68 4⁄4 | ||||||||
| 21828 |
MCP Server that connects AI agents to FHIR servers. One example use case is que…
|
C 68 4⁄4 | ||||||||
| 21829 |
MCP server for Strava integration, enabling LLMs to query activities, athlete s…
|
C 68 4⁄3 | ||||||||
| 21830 |
Bidirectional Markdown ↔ Word (.docx) converter. Read Word documents directly i…
|
C 68 3⁄3 | ||||||||
| 21831 |
Enables AI agents to manage UniFi network infrastructure via the Model Context …
|
C 68 4⁄3 | ||||||||
| 21832 |
Provides standardized MCP interfaces for Azure services including Cosmos DB ope…
|
C 68 4⁄4 | ||||||||
| 21833 |
xcode-studio-mcp
Claim
Unified MCP server for iOS development — build, run, screenshot, and interact w…
|
C 68 3⁄3 | ||||||||
| 21834 |
Codex JetBrains MCP
Claim
Enables Codex to retrieve the currently selected file, line numbers, and code s…
|
C 68 3⁄3 | ||||||||
| 21835 |
Knowledge base for Claude Code with semantic search, feed intelligence, and tea…
|
C 68 3⁄3 | ||||||||
| 21836 |
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Poli…
|
C 68 4⁄3 | ||||||||
| 21837 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21838 |
Enables complete VTEX e-commerce platform integration through natural language,…
|
C 68 4⁄4 | ||||||||
| 21839 |
调用官方智睦云打印服务（any.webprinter.cn），支持查询打印机、上传本地文件、创建漫游打印任务、直接打印到指定设备，以及分别更新单双面、颜色、份…
|
C 68 3⁄3 | ||||||||
| 21840 |
A local MCP server that provides a secure bridge for automating macOS applicati…
|
C 68 4⁄3 | ||||||||
| 21841 |
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
|
C 68 4⁄4 | ||||||||
| 21842 |
AI powered automation toolkit which acts as an agent that discovers MCP servers…
|
C 68 4⁄3 | ||||||||
| 21843 |
A multi-agent research MCP server + mini client adapter - orchestrates a net of…
|
C 68 4⁄4 | ||||||||
| 21844 |
MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test …
|
C 68 3⁄3 | ||||||||
| 21845 |
processhacker-mcp
Claim
your ai debugger, vibe hacking tool
|
C 68 3⁄3 | ||||||||
| 21846 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21847 |
Enables AI assistants to perform DNA/RNA sequence alignment using BWA (Burrows-…
|
C 68 4⁄3 | ||||||||
| 21848 |
My Tools MCP Server
Claim
Provides file reading and mathematical calculation tools through the Model Cont…
|
C 68 3⁄3 | ||||||||
| 21849 |
zsh-tool
Claim
Zsh for Claude Code. PTY mode lets Claude type passwords. NEVERHANG + A.L.A.N.
|
C 68 4⁄3 | ||||||||
| 21850 |
Gearlynx
Claim
Atari Lynx emulator, debugger, and embedded MCP server for macOS, Windows, Linu…
|
C 68 3⁄3 | ||||||||