MCP Server Quality Scores
Independent quality analysis of 43365 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39851 |
Restaurant2
Claim
Browse the menu, place food orders, and track order status. Explore current off…
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| 39852 |
sec-edgar-mcp
Claim
Access SEC EDGAR financial data through your AI assistant. Search public compan…
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| 39853 |
mailx-tools
Claim
Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…
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| 39854 |
Loom Advisor
Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
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| 39855 |
Avalanche MCP Tools
Claim
Enables natural language interaction with the Avalanche blockchain through AI a…
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| 39856 |
pgx-mcp
Claim
Enables real-time pharmacogenomics analysis, including variant clinical signifi…
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| 39857 |
Distill MCP
Claim
MCP bridge for Distill — let Claude, Cursor, or any MCP client rename files bas…
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| 39858 |
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
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| 39859 |
Boolsai Signals
Claim
Quant-research MCP — tradeable signals from public-company website stack change…
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| 39860 |
ragalgo-v2
Claim
Get scored, end-of-day insights for Korean stocks and crypto to cut noise and i…
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| 39861 |
isk-hub
Claim
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| 39862 |
nordic-data
Claim
Company, KYB, VAT, sanctions, LEI and address data for 15 EU countries.
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| 39863 |
zeroidagent-mcp
Claim
A paid remote MCP for ZeroID, built to return verdicts, receipts, usage logs, a…
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| 39864 |
google-health-mcp
Claim
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
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| 39865 |
smithery-mcp-server
Claim
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| 39866 |
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
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| 39867 |
Xcode MCP Server
Claim
A server that acts as a bridge between Claude and local Xcode projects, enablin…
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| 39868 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 39869 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 39870 |
hibae-admin
Claim
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| 39871 |
ecommerce-mcp
Claim
Enables AI to view and manage e-commerce data such as products, orders, and cou…
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| 39872 |
Enable seamless integration of Notion data with your LLM applications by exposi…
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| 39873 |
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
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| 39874 |
tmux-bridge-mcp
Claim
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
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| 39875 |
drainbrain-mcp-server
Claim
Tools:
- scan_token - Scan a single token for rug pull risk, honeypot status,…
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| 39876 |
mcp-server
Claim
stories.yaml — an open specification for software requirements, enforced by CI.
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| 39877 |
analytics-mcp
Claim
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| 39878 |
GitLab MCP Server
Claim
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
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| 39879 |
cli-market-world
Claim
Commerce for AI agents. 36 MCP tools across 30 retailers in 7 countries.
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| 39880 |
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| 39881 |
GitHub MCP Server
Claim
Connects Claude Desktop to GitHub repositories, enabling users to perform git o…
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| 39882 |
immybot-mcp
Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
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| 39883 |
appium-mcp
Claim
Professional mobile test automation framework with AI-powered test generation, …
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| 39884 |
subnet-calculator-mcp
Claim
Enables IPv4 subnet planning and validation, including CIDR prefix calculation,…
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| 39885 |
Hyperliquid whale tracking API for AI agents. Monitor the top 50 most profitabl…
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| 39886 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 39887 |
mongodb3-mcp-server
Claim
A lightweight MCP server for MongoDB 3.6+ providing read, write, metadata, and …
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| 39888 |
memex
Claim
Developer context continuity system. Watches your git repos and builds a tempor…
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| 39889 |
Find current information across major search engines and extract web pages into…
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| 39890 |
Enables WordPress content management through the Model Context Protocol, allowi…
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| 39891 |
Peru vehicle auction catalog and AVT market valuations for VMC Subastas
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| 39892 |
superops-mcp
Claim
An MCP server for SuperOps PSA/RMM, enabling MSPs to manage tickets, assets, cl…
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| 39893 |
understand-quickly
Claim
Public registry of code-knowledge graphs for AI agents with schema validation a…
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| 39894 |
An MCP server for Datto SaaS Protection, providing tools to manage cloud backup…
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| 39895 |
database-mcp
Claim
Automatically discovers database schema, performs data quality checks on tables…
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| 39896 |
career-scout-mcp
Claim
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
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| 39897 |
netsuite-mcp
Claim
Enables AI assistants to query and manage NetSuite data via natural language, s…
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| 39898 |
A Stockfish MCP server to allow an LLM to play chess against Stockfish
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| 39899 |
Mailosaur MCP
Claim
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
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| 39900 |
Browserbase MCP Server
Claim
Enables AI to control cloud browsers and automate web interactions through Brow…
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