MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35801 |
mcp-helm
Claim
Provides AI assistants with real Helm chart data from repositories, enabling ac…
|
— | ||||||||
| 35802 |
Domain-expert SMB sales playbooks for AI agents. Discovery questions, objection…
|
— | ||||||||
| 35803 |
easy-mysql-mcp
Claim
Enables AI assistants to inspect and query a MySQL database through safe, struc…
|
— | ||||||||
| 35804 |
gnews-mcp-server
Claim
MCP server providing access to the GNews API for fetching news articles and hea…
|
— | ||||||||
| 35805 |
ask-ogino
Claim
Query Shunki Ogino's public profile: his thesis, the tools he builds, and his w…
|
— | ||||||||
| 35806 |
garmin-mcp
Claim
Enables Claude to access and query your Garmin Connect data, including sleep, a…
|
— | ||||||||
| 35807 |
Otto Travel
Claim
Plan, book, and manage business travel.
|
— | ||||||||
| 35808 |
arcgis-mcp-bridge
Claim
Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JS…
|
— | ||||||||
| 35809 |
MCP Wasm Toolkit
Claim
A serverless-accelerated hybrid development platform that minimizes dependencie…
|
— | ||||||||
| 35810 |
Apple RAG MCP
Claim
Provides AI agents with instant access to official Apple developer documentatio…
|
— | ||||||||
| 35811 |
root-signals-mcp
Claim
|
— | ||||||||
| 35812 |
proving-ground
Claim
Accounts-payable exception environment with a pass/fail verifier and proof pack…
|
— | ||||||||
| 35813 |
crossmem
Claim
Unified search across all Claude Code and Gemini CLI memories, enabling AI assi…
|
— | ||||||||
| 35814 |
Arlet
Claim
Create, deploy, and operate MCP servers directly from your GitHub repositories.
|
— | ||||||||
| 35815 |
claudeusage-mcp
Claim
Provides real-time visibility into Claude Pro and Max subscription usage limits…
|
— | ||||||||
| 35816 |
MCP Sandbox Server
Claim
Provide a sandbox environment to test and develop MCP servers compatible with C…
|
— | ||||||||
| 35817 |
Validates whether phone numbers are registered on WhatsApp, supporting single a…
|
— | ||||||||
| 35818 |
pad-core
Claim
MCP server for collaborative markdown editing, allowing agents to write documen…
|
— | ||||||||
| 35819 |
mcp-coding
Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
|
— | ||||||||
| 35820 |
MAGI Orchestrator
Claim
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
|
— | ||||||||
| 35821 |
@argosvix/mcp-server
Claim
Lets AI agents query, manage, and operate their LLM observability data directly…
|
— | ||||||||
| 35822 |
Discover Swedish MSK clinics on fysio.care: search clinics, services, and open …
|
— | ||||||||
| 35823 |
SolidWorks MCP Server
Claim
Enables Claude to create and manipulate SolidWorks CAD models through natural l…
|
— | ||||||||
| 35824 |
Enables multi-AI collaborative analysis by proxying requests to existing login-…
|
— | ||||||||
| 35825 |
luogu-mcp-server
Claim
A read-only MCP server for discovering and fetching Luogu problems, training se…
|
— | ||||||||
| 35826 |
Quriov
Claim
Create and manage AI image and video generations through Quriov's fixed public …
|
— | ||||||||
| 35827 |
mcp
Claim
|
— | ||||||||
| 35828 |
Credential Vault MCP
Claim
Enables secure credential storage for AI agents by encrypting secrets and provi…
|
— | ||||||||
| 35829 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
|
— | ||||||||
| 35830 |
OFZ MCP Server
Claim
Enables querying OFZ, subfederal, and corporate bonds from MOEX with filters, a…
|
— | ||||||||
| 35831 |
weather mcp
Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
|
— | ||||||||
| 35832 |
Delpha Data Quality MCP
Claim
Enables AI-driven data quality operations such as validation, enrichment, and d…
|
— | ||||||||
| 35833 |
Obscura MCP
Claim
MCP server adapter for Obscura Rust headless browser — web scraping with anti-d…
|
— | ||||||||
| 35834 |
mcp-supermercados-cl
Claim
Enables searching products, comparing prices, and building optimal shopping lis…
|
— | ||||||||
| 35835 |
booking_chest
Claim
MCP server for Cal.com scheduling, providing ~70 tools to manage schedules, eve…
|
— | ||||||||
| 35836 |
RevitMCP
Claim
Enables natural language control of Autodesk Revit through an AI-powered MCP se…
|
— | ||||||||
| 35837 |
mcp
Claim
Free cross-lingual news briefings for AI agents across 89 languages. Read-only,…
|
— | ||||||||
| 35838 |
A MCP server for TestDino
|
— | ||||||||
| 35839 |
CC Explorer MCP Server
Claim
Enables AI assistants to query the Canton Network blockchain explorer through t…
|
— | ||||||||
| 35840 |
vision-input
Claim
Enables AI to capture screenshots and control mouse and keyboard for automated …
|
— | ||||||||
| 35841 |
rancher-mcp-server
Claim
Exposes Rancher-managed clusters as tools for AI assistants, enabling SRE tasks…
|
— | ||||||||
| 35842 |
Boostermage MTG Prices
Claim
Live MTG sealed product prices across UK retailers. Search, compare, track deal…
|
— | ||||||||
| 35843 |
mcp-server-postgres
Claim
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
|
— | ||||||||
| 35844 |
engrava
Claim
MindQL queries, hybrid search, and a thought graph - read/write memory for AI a…
|
— | ||||||||
| 35845 |
tiktok-trends-mcp
Claim
Provides TikTok hashtag trend data including volume growth, viral spikes, and h…
|
— | ||||||||
| 35846 |
claude-2-mail
Claim
Local MCP server for reading/sending email via Gmail and managing Google Calend…
|
— | ||||||||
| 35847 |
agent-hub
Claim
A private message hub that allows multiple Claude Code instances to communicate…
|
— | ||||||||
| 35848 |
Granoflow
Claim
Connect AI agents to Granoflow for tasks, reviews, and spaced-review memory car…
|
— | ||||||||
| 35849 |
Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…
|
— | ||||||||
| 35850 |
Swagger to MCP
Claim
Automatically converts Swagger/OpenAPI specifications into dynamic MCP tools, e…
|
— | ||||||||