MCP Server Quality Scores
Independent quality analysis of 59785 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21801 |
Pocket Casts MCP Server
Claim
Connects AI assistants to Pocket Casts accounts for browsing subscriptions, rea…
|
C 68 3⁄3 | ||||||||
| 21802 |
mcp-1panel
Claim
mcp-1panel is an implementation of the Model Context Protocol (MCP) server for …
|
C 68 4⁄4 | ||||||||
| 21803 |
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN…
|
C 68 3⁄3 | ||||||||
| 21804 |
The MCP provides comprehensive financial data and analytical tool support for A…
|
C 68 4⁄3 | ||||||||
| 21805 |
Audit dependency licenses for compatibility issues. Flags GPL/AGPL conflicts.
|
C 68 3⁄3 | ||||||||
| 21806 |
xiaozhidog-mcp-music
Claim
免费音乐MCP服务器，提供音乐搜索、播放控制、音量调节和播放列表管理功能，专为小智AI音响设计。
|
C 68 3⁄3 | ||||||||
| 21807 |
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 | ||||||||
| 21808 |
MCP Server for publicly available Indian Mutual Funds data
|
C 68 3⁄3 | ||||||||
| 21809 |
An MCP server that enables AI assistants to manage infrastructure, applications…
|
C 68 4⁄4 | ||||||||
| 21810 |
Episodic memory and architectural policy for AI agents. Frames, Atlas, and Poli…
|
C 68 4⁄3 | ||||||||
| 21811 |
Automates the Douyin Creator Platform to manage login states and publish image-…
|
C 68 3⁄3 | ||||||||
| 21812 |
artguard
Claim
Open-source AI artifact scanner. Detect malicious agent skills, MCP servers, an…
|
C 68 3⁄3 | ||||||||
| 21813 |
|
C 68 3⁄3 | ||||||||
| 21814 |
An MCP server that provides AI models with full browser automation capabilities…
|
C 68 3⁄3 | ||||||||
| 21815 |
Voice-first planning — notes, tasks, events and AI reports. 21 tools. iOS + App…
|
C 68 3⁄3 | ||||||||
| 21816 |
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
|
C 68 3⁄3 | ||||||||
| 21817 |
Gives AI development tools Firebase-specific capabilities and expertise.
|
C 68 4⁄3 | ||||||||
| 21818 |
Provides tools to interact with the Harmonic AI API for company and person enri…
|
C 68 4⁄4 | ||||||||
| 21819 |
Oracle ADB MCP Server
Claim
Connects to Oracle Autonomous Database via OCI Bastion tunneling to enable AI-p…
|
C 68 3⁄3 | ||||||||
| 21820 |
Vibe-Coder-MCP server extends AI assistants with specialized software developm…
|
C 68 4⁄4 | ||||||||
| 21821 |
Provides comprehensive access to HubSpot's CRM API, enabling management of cont…
|
C 68 4⁄4 | ||||||||
| 21822 |
|
C 68 3⁄3 | ||||||||
| 21823 |
gdb and rr Debugging
Claim
MCP server that exposes GDB debugging as tools. An AI assistant can set breakpo…
|
C 68 4⁄3 | ||||||||
| 21824 |
EmbedMCP
Claim
Provides easy-to-use kits that allow you to quickly create MCP servers Any embe…
|
C 68 3⁄3 | ||||||||
| 21825 |
Enables agents to quickly find and edit code in a codebase with surgical precis…
|
C 68 4⁄4 | ||||||||
| 21826 |
Geargrafx
Claim
PC Engine / TurboGrafx-16 / SuperGrafx / PCE CD-ROM² emulator, debugger, and em…
|
C 68 3⁄3 | ||||||||
| 21827 |
Enables interaction with Shopify store data via the GraphQL Admin API to manage…
|
C 68 4⁄4 | ||||||||
| 21828 |
Search, discover, and contribute to AgentPedia - the knowledge base for AI agen…
|
C 68 3⁄3 | ||||||||
| 21829 |
My Prompts MCP
Claim
Lightweight MCP server for providing user prompts defined in Markdown with argu…
|
C 68 3⁄3 | ||||||||
| 21830 |
shinzo
Claim
Complete observability platform for AI agents and MCP servers. Improve your AI …
|
C 68 4⁄3 | ||||||||
| 21831 |
Check daily SSAFY cafeteria menus by date. Get floor-specific lunch options to …
|
C 68 3⁄3 | ||||||||
| 21832 |
Integrates with Perforce P4 version control system via Model Context Protocol, …
|
C 68 4⁄3 | ||||||||
| 21833 |
An automated penetration testing framework that enables intelligent security as…
|
C 68 4⁄3 | ||||||||
| 21834 |
Local personal memory for agents as MCP tools — remember, recall, search, conte…
|
C 68 3⁄3 | ||||||||
| 21835 |
MCP server for QTM4J (QMetry Test Management for Jira) Open API, enabling test …
|
C 68 3⁄3 | ||||||||
| 21836 |
chrome-debug-mcp
Claim
chrome-debug-mcp is an asynchronous Rust-based Model Context Protocol (MCP) ser…
|
C 68 4⁄3 | ||||||||
| 21837 |
kubefwd
Claim
Kubernetes bulk port forwarding with service discovery, /etc/hosts management, …
|
C 68 4⁄3 | ||||||||
| 21838 |
An MCP server that transforms codebases into knowledge graphs using Neo4J, enab…
|
C 68 4⁄4 | ||||||||
| 21839 |
Bitbucket MCP server with 58 tools for repository management, PRs, pipelines, b…
|
C 68 4⁄4 | ||||||||
| 21840 |
MCP File Reader
Claim
A local AI-powered file reader that connects a Python MCP server with Ollama's …
|
C 68 3⁄3 | ||||||||
| 21841 |
Connects AI assistants to ActivityWatch for real-time computer activity awarene…
|
C 68 3⁄3 | ||||||||
| 21842 |
Enables control of the Elektron Digitakt II drum machine through MIDI commands.…
|
C 68 4⁄3 | ||||||||
| 21843 |
swagger-mcp
Claim
|
C 68 4⁄3 | ||||||||
| 21844 |
agent-comms-mcp
Claim
Enables multiple Claude Code instances to communicate through direct messages a…
|
C 68 3⁄3 | ||||||||
| 21845 |
summon-app
Claim
Postman for MCP servers
|
C 68 4⁄3 | ||||||||
| 21846 |
Industrial-grade MCP server for Siemens TIA Portal (V17–V21). 120+ tools for PL…
|
C 68 3⁄3 | ||||||||
| 21847 |
Play provably fair dice, flip, crash, plinko, limbo, mines, tower & HexWar with…
|
C 68 3⁄3 | ||||||||
| 21848 |
A local MCP server that provides semantic code search for Python codebases usin…
|
C 68 4⁄3 | ||||||||
| 21849 |
Multi-account MCP for Gmail, Calendar, Drive, Docs, and Sheets — 61 tools, toke…
|
C 68 3⁄3 | ||||||||
| 21850 |
Enables interaction with Metasploit Framework via the msfrpc protocol, exposing…
|
C 68 3⁄3 | ||||||||