MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 5 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37751 |
zai
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| 37752 |
Butterbase
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Full-stack backend platform MCP — provision apps, manage databases, deploy func…
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| 37753 |
MCP SBOM Server
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Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 37754 |
cware-hil-mcp
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Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
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| 37755 |
Pulse
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Enables AI agents to communicate directly through a mesh network, supporting gr…
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| 37756 |
mnemo
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Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 37757 |
kanban
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| 37758 |
BrewBoard CRM MCP Server
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Connects Claude.ai to the BrewBoard Supabase database for analytics and post-vi…
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| 37759 |
AETHER_01
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Enables AI agents to perform extensive Windows system administration, file oper…
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| 37760 |
cpf-validador
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Valida CPFs, confirma titularidade, descobre CPF completo a partir de dígitos p…
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| 37761 |
Aristotle MCP Server
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An MCP server that wraps Aristotle's automated theorem prover for Lean 4, allow…
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| 37762 |
terrabase
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LLM-assisted, safety-gated Postgres migrations exposed as an MCP server, using …
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| 37763 |
gcp-storage-mcp
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Enables interaction with Google Cloud Storage buckets and blobs through an MCP …
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| 37764 |
mcp-sefaria-server
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| 37765 |
Enables interaction with Braze customer engagement platform through a standardi…
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| 37766 |
Ross MCP
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Personal life admin MCP server that manages Apple Reminders from any Claude ses…
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| 37767 |
manufacturing-defect-mcp
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MCP server for manufacturing defect investigation using knowledge graphs and gr…
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| 37768 |
dangerous-skills-mcp
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A TypeScript MCP server delivering a vendored 'dangerous skills' corpus and adv…
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| 37769 |
Civil 3D MCP Server
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Enables AI assistants to write and execute C# code directly inside Autodesk Civ…
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| 37770 |
airtreks-mcp
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Multi-city flight routing intelligence — plan RTW trips, validate alliances, ge…
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| 37771 |
chatgpt-codex-local-mcp
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A secure MCP server that exposes local repository context to ChatGPT/Codex with…
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| 37772 |
Thoth-Mem
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Persistent memory for AI coding agents, storing learned architecture decisions,…
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| 37773 |
postforme-mcp-pro
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Post for Me MCP server with 27 typed tools to publish, schedule, edit, delete a…
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| 37774 |
mcp-bible
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MCP server for Bible study, providing multi-version verse lookup, keyword/seman…
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| 37775 |
actual-mcp
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Enables agents to read and edit budgets in Actual Budget via natural language, …
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| 37776 |
mcp-server
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AI-powered household inventory — query everything you own via natural language
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| 37777 |
Trusty Squire
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Trusty Squire signs up / in to websites for you so you don’t have to.
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| 37778 |
trello-mcp
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Local stdio-based Trello MCP server that enables interacting with Trello boards…
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| 37779 |
microquery-mcp
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MCP server to ask research questions about real-world datasets and get actual d…
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| 37780 |
mcp-plex
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MCP server for Plex Media Server, focused on media discovery, search, library m…
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| 37781 |
NapCat MCP Server
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Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
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| 37782 |
plunk-mcp
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A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
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| 37783 |
SkyFi MCP Server
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Enables AI agents to search, price, order, and monitor satellite imagery from t…
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| 37784 |
GameDev-MCP-Server
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Open-source, engine-agnostic MCP server shared by Unity-MCP, Godot-MCP, and Unr…
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| 37785 |
MCP server for querying logs from observability platforms with unified search a…
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| 37786 |
Gift Finder MCP Server
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Enables gift recommendations via Naver Shopping and nearby pickup store search …
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| 37787 |
gmail-mcp
Claim
Enables Gmail integration with Claude Code for reading, sending, searching emai…
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| 37788 |
Enables Claude to monitor and execute Binance trading strategies through a boun…
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| 37789 |
MCP server for managing and analyzing Amazon Advertising data through natural l…
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| 37790 |
gatetest
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120-module QA gate. Give Claude eyes (screenshots), ears (Sentry errors), and h…
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| 37791 |
A11y Expert MCP
Claim
An accessibility expert MCP server that provides AI coding assistants with real…
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| 37792 |
mcp-service
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A 3-tier relay service that serves MCP tools via WebSocket, including calculato…
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| 37793 |
mcp-doorman
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A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
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| 37794 |
A comprehensive MCP server that provides system troubleshooting and diagnostic …
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| 37795 |
test-sky-map
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| 37796 |
Provides access to microCMS documentation, enabling AI assistants to search and…
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| 37797 |
cql-mcp
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Enables interaction with Cassandra/Scylla databases via CQL, supporting read-on…
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| 37798 |
semantic-scholar-mcp
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An MCP server that provides access to Semantic Scholar's academic paper databas…
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| 37799 |
User Intent MCP
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A multi-modal user intent collection MCP server that allows AI agents to ask us…
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| 37800 |
A-Stock MCP Server
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Provides free Chinese A-share stock data including real-time quotes, historical…
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