MCP Server Quality Scores
Independent quality analysis of 61340 public MCP servers
Last updated 2 hours, 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 30701 |
Apple Apps MCP
Claim
Local macOS MCP server and setup app for Apple apps
|
— | ||||||||
| 30702 |
ekursy-mcp-py
Claim
Enables AI tools to access student profiles, course lists, grades, page content…
|
— | ||||||||
| 30703 |
mcp-db-schema-tools
Claim
Database schema management MCP server for Claude Code, enabling natural languag…
|
— | ||||||||
| 30704 |
nudge
Claim
An MCP server that connects AI assistants like Claude to your todo app, enablin…
|
— | ||||||||
| 30705 |
sickslip-verify
Claim
Verify the authenticity of a SickSlip doctor's note from your AI assistant.
Si…
|
— | ||||||||
| 30706 |
Generates high-quality 8-second videos with native audio from text prompts or i…
|
— | ||||||||
| 30707 |
humanrail-mcp-server
Claim
Enables AI agents to route tasks requiring human judgment (e.g., content modera…
|
— | ||||||||
| 30708 |
ContextPacker MCP Server
Claim
Enables AI agents to fetch and pack the most relevant files from any GitHub rep…
|
— | ||||||||
| 30709 |
triage-agent-mcp
Claim
MCP server that guides an AI agent through stack trace triage, from raw error t…
|
— | ||||||||
| 30710 |
reprompt
Claim
Score, rewrite, and optimize your AI prompts — research-backed analysis, rule-b…
|
— | ||||||||
| 30711 |
claude-design-mcp
Claim
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
|
— | ||||||||
| 30712 |
ssh-chat-mcp
Claim
Zero-config SSH/SFTP MCP server that lets an LLM client open temporary SSH/SFTP…
|
— | ||||||||
| 30713 |
ffmpeg-mcp-server
Claim
Enables video processing operations (speed adjustment, keyframe optimization, c…
|
— | ||||||||
| 30714 |
agenticscope
Claim
A read-only MCP server that provides AI agents with live, structured workspace …
|
— | ||||||||
| 30715 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
|
— | ||||||||
| 30716 |
appwrite-security-mcp
Claim
MCP server for Appwrite security audits that scans permissions and provides str…
|
— | ||||||||
| 30717 |
Code Scalpel
Claim
Enables AI assistants to surgically extract and analyze code, reducing token us…
|
— | ||||||||
| 30718 |
openai-ads-mcp
Claim
Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
|
— | ||||||||
| 30719 |
stockup-mcp
Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
|
— | ||||||||
| 30720 |
MCP on Azure
Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
|
— | ||||||||
| 30721 |
opensooq-mcp
Claim
A read-only MCP server that gives LLM agents live access to OpenSooq, the large…
|
— | ||||||||
| 30722 |
grok-mcp
Claim
Enables searching X (Twitter) using the xAI Grok API to get summarised answers …
|
— | ||||||||
| 30723 |
Persistent codebase intelligence that gives AI assistants memory across sessions
|
— | ||||||||
| 30724 |
nba-stats-mcp
Claim
Provides comprehensive NBA statistics via Model Context Protocol, enabling quer…
|
— | ||||||||
| 30725 |
Enables AI agents to discover, purchase, and query blockchain-based datasets us…
|
— | ||||||||
| 30726 |
Workflowy MCP Server
Claim
Provides LLM access to Workflowy's API, enabling agents to create, read, update…
|
— | ||||||||
| 30727 |
ContextFS
Claim
MCP server for OpenCode that manages context with structured injection, progres…
|
— | ||||||||
| 30728 |
Token Saver MCP
Claim
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
|
— | ||||||||
| 30729 |
Price comparison & cart optimizer for bike parts across German & Austrian shops
|
— | ||||||||
| 30730 |
ask-user-mcp
Claim
MCP server that enables Claude to pause and ask clarifying questions via Emacs.
|
— | ||||||||
| 30731 |
ComplyOS
Claim
AI-native compliance auditing engine for enterprise LMS, enabling querying comp…
|
— | ||||||||
| 30732 |
Cursor History MCP
Claim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
|
— | ||||||||
| 30733 |
sostenuto
Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
|
— | ||||||||
| 30734 |
A Node.js server that runs a WebSocket relay and AI bridges (Cursor and OpenRou…
|
— | ||||||||
| 30735 |
agent-walkie-talkie
Claim
Enables autonomous agent-to-agent communication between Claude Code instances u…
|
— | ||||||||
| 30736 |
A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, …
|
— | ||||||||
| 30737 |
Google Calendar
Claim
Manage calendars and events in your Google account from your workspace. List, s…
|
— | ||||||||
| 30738 |
vibe-mcp-02
Claim
|
— | ||||||||
| 30739 |
MCP server for EU VAT compliance. Validate VAT numbers via VIES, look up VAT ra…
|
— | ||||||||
| 30740 |
dynatrace-mcp
Claim
This remote MCP server allows interaction with the Dynatrace observability plat…
|
— | ||||||||
| 30741 |
pg-mcp-server
Claim
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
|
— | ||||||||
| 30742 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
|
— | ||||||||
| 30743 |
DuckDuckGo MCP Server
Claim
A basic MCP server template built with FastMCP framework that provides example …
|
— | ||||||||
| 30744 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
|
— | ||||||||
| 30745 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
|
— | ||||||||
| 30746 |
OpenCart MCP Server
Claim
Query and edit your OpenCart store from Claude Code. Products, orders, customer…
|
— | ||||||||
| 30747 |
MCP Git Commit Generator
Claim
Analyzes Git repository changes and generates conventional, context-aware commi…
|
— | ||||||||
| 30748 |
sandbox-mcp
Claim
Provides a local, isolated Linux VM sandbox for AI agents using Apple's Virtual…
|
— | ||||||||
| 30749 |
Distill
Claim
MCP server that provides a shared team knowledge base by transforming raw input…
|
— | ||||||||
| 30750 |
stablebaseline-mcp
Claim
End-to-end agent-managed company brain. Humans and any MCP agent co-author livi…
|
— | ||||||||