MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 50 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52551 |
mcp-commerce-starter
Claim
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
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| 52552 |
Metabase MCP Server
Claim
Enables AI assistants to interact with Metabase's analytics platform, managing …
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| 52553 |
mcp-email
Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
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| 52554 |
undoom-sketch-mcp
Claim
MCP server for converting images into sketch styles (classic, detailed, soft) w…
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| 52555 |
Wave MCP Server
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Comprehensive MCP server for Wave Accounting, providing 45+ tools across invoic…
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| 52556 |
molfi-mcp
Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
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| 52557 |
nyt-mcp
Claim
MCP server for New York Times APIs, enabling search, top stories, popular artic…
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| 52558 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 52559 |
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
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| 52560 |
vision-bridge-mcp
Claim
Bridges a vision model to enable text-only models like DeepSeek to describe ima…
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| 52561 |
Lets AI assistants control the physical Return to Dark Tower board game tower v…
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| 52562 |
dymola-mcp-server
Claim
Enables AI agents to load, translate, simulate, and analyze Modelica models in …
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| 52563 |
hacknplan-mcp
Claim
Enables Claude to interact with HacknPlan project management via the MCP protoc…
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| 52564 |
Enables Claude Desktop to detect construction site hazards from photos, analyze…
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| 52565 |
drozer-mcp
Claim
MCP server wrapping Drozer for LLM-driven Android IPC security testing, enablin…
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| 52566 |
helix-stadium-mcp
Claim
An MCP server that lets an AI assistant read, explain, and (soon) edit Line 6 H…
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| 52567 |
encrypted-vault-mcp
Claim
Local-first encrypted key-value vault for securely storing and retrieving secre…
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| 52568 |
mcp-compressor
Claim
A proxy that intercepts MCP responses to reduce token consumption by compressin…
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| 52569 |
pg-mcp-server
Claim
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
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| 52570 |
mcp-arcgis-asheville
Claim
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
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| 52571 |
remote-mcp-authless
Claim
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 52572 |
Duck Punch MCP
Claim
A collection of MCP servers that dynamically wrap existing Python SDKs (Google …
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| 52573 |
Systems Manager
Claim
Enables AI agents to manage system updates, application installations, and remo…
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| 52574 |
WalletTriage MCP
Claim
Real-time exploit-exposure check for EVM wallets with x402 USDC payments, no si…
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| 52575 |
alexa-mcp
Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
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| 52576 |
codereview-mcp
Claim
An MCP server that lets AI agents review code using language models, supporting…
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| 52577 |
kb-mcp
Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
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| 52578 |
Search official documentation for well-known libraries.
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| 52579 |
Provides full read-write access to PostgreSQL databases with advanced transacti…
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| 52580 |
korea-stock-mcp
Claim
Enables AI-powered analysis of Korean stock market data and corporate disclosur…
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| 52581 |
launchd-mcp
Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
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| 52582 |
Gyst MCP
Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
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| 52583 |
codex-cli-architect-mcp
Claim
An MCP server that provides technical consultation, code review, and code expla…
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| 52584 |
Ridgeline Finance OS MCP
Claim
A Model Context Protocol server exposing the freight accrual pipeline as reusab…
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| 52585 |
Parallel Browser MCP
Claim
MCP server for parallel browser automation across multiple providers.
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| 52586 |
MikroTik WiFi Users
Claim
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
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| 52587 |
axiom8-mcp
Claim
AI-powered n8n documentation server that enables intelligent semantic search an…
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| 52588 |
Wingman
Claim
A wingman MCP server for Claude Code that provides auxiliary tools for file sum…
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| 52589 |
A demo MCP server for training purposes, providing mocked tools for exchange ra…
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| 52590 |
Comics MCP
Claim
Model Context Protocol server for comic data sources with plugin architecture, …
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| 52591 |
CCCMemory MCP
Claim
Provides Claude with long-term memory by indexing conversation history, enablin…
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| 52592 |
Enables access to Amazon Managed Prometheus workspaces through natural language…
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| 52593 |
Forge
Claim
A local MCP server that enables AI agents to create and edit parametric CAD mod…
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| 52594 |
Trading 212 MCP Server
Claim
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
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| 52595 |
devloop
Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
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| 52596 |
de-eli-mcp
Claim
Searches and retrieves German federal legislation from NeuRIS, the official leg…
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| 52597 |
SIEMen
Claim
Enables AI agents to read, write, and search security findings, engagement memo…
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| 52598 |
my-test
Claim
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| 52599 |
odoo
Claim
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| 52600 |
drugbank-mcp-server
Claim
Model Context Protocol server providing access to the comprehensive DB pharmace…
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