MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45901 |
D&D Knowledge Navigator
Claim
Connects AI assistants to Dungeons & Dragons 5e game information via the Model …
|
— | ||||||||
| 45902 |
Interagent
Claim
An MCP server that enables multiple Claude Code agents to communicate, share me…
|
— | ||||||||
| 45903 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
|
— | ||||||||
| 45904 |
dpx-mcp
Claim
Settlement protocol MCP server for institutional cross-border USDC transactions…
|
— | ||||||||
| 45905 |
OSINT MCP Server
Claim
Exposes popular OSINT and reconnaissance tools like Sherlock, SpiderFoot, and H…
|
— | ||||||||
| 45906 |
repobase-mcp
Claim
MCP server for indexing and searching Git repositories with AI. Enables tools l…
|
— | ||||||||
| 45907 |
Slack MCP Server
Claim
A FastMCP-based server that provides complete Slack integration for Cursor IDE,…
|
— | ||||||||
| 45908 |
Gradus Notation
Claim
Render music notation (SVG/MusicXML/MIDI), analyze, search music theory. Free, …
|
— | ||||||||
| 45909 |
Files MCP Server
Claim
An MCP server for local testing that enables file management operations, requir…
|
— | ||||||||
| 45910 |
all-agents-mcp
Claim
Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, C…
|
— | ||||||||
| 45911 |
mcp-server-gsc
Claim
|
— | ||||||||
| 45912 |
prompt-time
Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
|
— | ||||||||
| 45913 |
mac2win-zip MCP Server
Claim
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
|
— | ||||||||
| 45914 |
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
|
— | ||||||||
| 45915 |
Docker MCP Server
Claim
Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
|
— | ||||||||
| 45916 |
Mittwald MCP Server
Claim
Enables external MCP clients to execute Mittwald CLI commands on behalf of user…
|
— | ||||||||
| 45917 |
Mindcase
Claim
Access 30+ data collection agents from Claude with natural language.
|
— | ||||||||
| 45918 |
Enables AI assistants to generate high-quality images using SiliconFlow's Flux …
|
— | ||||||||
| 45919 |
Structured AI project planning: cycles, tasks, strategy reviews, and build hand…
|
— | ||||||||
| 45920 |
blumira-mcp
Claim
An MCP server for Blumira SIEM platform, enabling management of security event …
|
— | ||||||||
| 45921 |
valerie-mcp
Claim
French real estate AI: DVF transactions, internet coverage, market insights. Fr…
|
— | ||||||||
| 45922 |
AI-powered threat hunting and incident response MCP server for Elasticsearch/Op…
|
— | ||||||||
| 45923 |
Enables building AI-powered Slack apps using the Slack MCP server and OpenAI mo…
|
— | ||||||||
| 45924 |
Linear MCP Server
Claim
Enables interaction with Linear workspace through the Model Context Protocol, s…
|
— | ||||||||
| 45925 |
MindMap
Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
|
— | ||||||||
| 45926 |
mcp-snowflake
Claim
A Model Context Protocol server that connects to Snowflake databases and execut…
|
— | ||||||||
| 45927 |
screenshotsmcp
Claim
|
— | ||||||||
| 45928 |
DataPacket MCP Server
Claim
An MCP server that provides access to the DataPacket GraphQL API, enabling LLMs…
|
— | ||||||||
| 45929 |
Memory MCP Server
Claim
Enables agents to maintain persistent memory through three-tiered architecture:…
|
— | ||||||||
| 45930 |
ChEMBL-MCP-Server
Claim
A FastMCP wrapper server that provides API access to the ChEMBL database, enabl…
|
— | ||||||||
| 45931 |
n8n-workflow-builder
Claim
|
— | ||||||||
| 45932 |
AgentCall
Claim
Programmable phone numbers for AI agents. Provision numbers, send/receive SMS, …
|
— | ||||||||
| 45933 |
mcp-docsrs
Claim
A Docs.rs MCP server that enables AI models to deeply access Rust crate documen…
|
— | ||||||||
| 45934 |
Walter Writes
Claim
Walter Remote MCP Server — AI humanization and detection tools
|
— | ||||||||
| 45935 |
ytmcp
Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
|
— | ||||||||
| 45936 |
Demo
Claim
A Python MCP server for Cline integration, providing tools for file analysis an…
|
— | ||||||||
| 45937 |
1C_MCP_SERVER_OWN
Claim
Enables AI agents to interact with 1C:Enterprise databases through natural lang…
|
— | ||||||||
| 45938 |
engmanager-mcp
Claim
Provides LLMs with structured workflow guidance and next-step instructions for …
|
— | ||||||||
| 45939 |
ads-mcp-server
Claim
Exposes Google Ads and Meta Marketing performance data, campaign settings, and …
|
— | ||||||||
| 45940 |
Airnow
Claim
EPA AirNow MCP — official US real-time AQI + forecast (free key)
|
— | ||||||||
| 45941 |
portt-ai
Claim
|
— | ||||||||
| 45942 |
Enables exploration and search of local filesystems using glob pattern matching…
|
— | ||||||||
| 45943 |
gmail-mcp-server
Claim
|
— | ||||||||
| 45944 |
ScoutAgent
Claim
MCP server that enables AI workflows to query on-chain AI Scout agents, leaderb…
|
— | ||||||||
| 45945 |
domestic-motion
Claim
|
— | ||||||||
| 45946 |
ok
Claim
|
— | ||||||||
| 45947 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
|
— | ||||||||
| 45948 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
|
— | ||||||||
| 45949 |
xiaohongshu-mcp-py
Claim
MCP server for Xiaohongshu automation, enabling feed browsing, search, note pub…
|
— | ||||||||
| 45950 |
mcp-server-jupyter
Claim
Enables programmatic interaction with Jupyter notebooks, allowing reading, edit…
|
— | ||||||||