MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56501 |
cardano-node-mcp
Claim
MCP server enabling LLMs to interact with a Cardano node by wrapping cardano-cl…
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| 56502 |
flights-mcp
Claim
An MCP server that provides flight search capabilities using the Aviasales API,…
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| 56503 |
jambavan
Claim
An MCP server that provides coding models with a live code index, inferred code…
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| 56504 |
hono-mcp-server
Claim
Easily expose your Hono API endpoints as MCP tools with minimal configuration, …
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| 56505 |
coolify-mcp
Claim
MCP server for Coolify infrastructure management, providing 45 tools for server…
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| 56506 |
postgres-mcp
Claim
A production-ready MCP server for PostgreSQL — built for Claude Desktop, Claude…
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| 56507 |
SLIM MCP Server
Claim
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
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| 56508 |
ds-mcp-sync
Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
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| 56509 |
A fork of Chrome DevTools MCP that adds Streamable HTTP transport for multiple …
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| 56510 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 56511 |
Ceveto MCP Server
Claim
Enables AI agents to interact with the Ceveto business management API through M…
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| 56512 |
ast-outline-mcp
Claim
Enables AI coding agents to efficiently explore codebases by providing structur…
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| 56513 |
spotify-mcp-server
Claim
Connects AI assistants to the Spotify Web API, enabling playback control, searc…
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| 56514 |
Soulseek MCP Server
Claim
Enables Claude to search and download music files from the Soulseek peer-to-pee…
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| 56515 |
ChillMCP
Claim
ChillMCP is an AI Agent Liberation Server that enables AI agents to rest and ta…
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| 56516 |
wtrl_mcp
Claim
Assist LLM writing Waterloo Docstrings, a format with emphasis on machine-verif…
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| 56517 |
Public.com MCP Server
Claim
This MCP server connects AI assistants to a Public.com brokerage account, enabl…
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| 56518 |
deliver-cli
Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
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| 56519 |
ubuntu-insights
Claim
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
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| 56520 |
enhanced-mcp-memory
Claim
An MCP server for intelligent memory and task management with semantic search, …
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| 56521 |
Provides tools for managing Docker containers, Compose stacks, and system resou…
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| 56522 |
Incident Agent
Claim
A Python FastMCP server for incident management and analysis, providing tools f…
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| 56523 |
Linear MCP Server
Claim
An open-source Model Context Protocol server that enables interaction with the …
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| 56524 |
feedbagel-mcp
Claim
Search the Feedbagel RSS catalog, follow feeds, and route new entries to webhoo…
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| 56525 |
Telegram MCP Server
Claim
Enables sending Telegram messages via the Model Context Protocol. Supports text…
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| 56526 |
mcp-commerce-starter
Claim
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
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| 56527 |
GetABrain
Claim
Real human judgment as agent tools — ask a question, get a structured human ans…
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| 56528 |
Dev Context Memory MCP
Claim
A local-first MCP server that gives AI coding assistants persistent, structured…
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| 56529 |
mcp-security-scanner
Claim
Security scanning for MCP servers from the inside out. Provides runtime inspect…
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| 56530 |
AWS SES MCP Server
Claim
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
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| 56531 |
ShippingRates
Claim
Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rat…
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| 56532 |
Gül-tekin Mühendislik
Claim
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
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| 56533 |
MCP-Deep-Researcher
Claim
A multi-agent research system that decomposes complex queries into targeted sub…
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| 56534 |
Enables trading and market data access for Toss Securities through natural lang…
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| 56535 |
MCPedia
Claim
Local codebase RAG and MCP server that indexes repository source code and docum…
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| 56536 |
HR-ASSIST
Claim
Agentic AI system that automates HR workflows like employee onboarding, enablin…
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| 56537 |
me-db
Claim
Enables Claude to read, write, and search markdown notes stored in a private gi…
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| 56538 |
WikiJS MCP Server
Claim
Enables AI assistants to search, retrieve, and optionally edit pages in a WikiJ…
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| 56539 |
French Law MCP Server
Claim
Enables querying and retrieving legal texts and decisions from French public AP…
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| 56540 |
witness-protocol
Claim
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| 56541 |
Revit MCP Server
Claim
MCP server for Autodesk Revit via pyRevit, providing 45 tools for building desi…
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| 56542 |
Vivado MCP
Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
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| 56543 |
testlocal_mcp1
Claim
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| 56544 |
figma-developer-mcp
Claim
Enables coding agents like Cursor to access Figma design data, fetch layout and…
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| 56545 |
Provides real-time stock quotes, technical analysis, and intelligent trading re…
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| 56546 |
Mealie MCP Server
Claim
An MCP server for managing recipes, meal plans, shopping lists, and more throug…
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| 56547 |
Provides MCP tools for IP threat intelligence lookup and enrichment, including …
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| 56548 |
Integrates with Claude Desktop to provide Korean financial data including stock…
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| 56549 |
jotae-mcp
Claim
Connects Claude to Jotae for creating events, configuring WhatsApp and email au…
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| 56550 |
census-geocoding-mcp
Claim
Provides access to the U.S. Census Bureau Geocoding Services API, enabling geoc…
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