MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36351 |
exceltester
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| 36352 |
Inky MCP Server
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MCP server that connects Cursor IDE to Inky backend, enabling users to list and…
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| 36353 |
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
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| 36354 |
image2-mcp
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MCP server for the company image2 text-to-image API, enabling AI tools to gener…
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| 36355 |
Travel MCP Server
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An MCP server for searching flights, hotels, weather, and tourist attractions.
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| 36356 |
mcp-wynncraft
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Enables querying Wynncraft MMORPG data including player stats, guilds, leaderbo…
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| 36357 |
mcp-climatiq
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Climatiq MCP server that calculates carbon footprints using emission factors, e…
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| 36358 |
TempGuru Event Staffing
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TempGuru is a W-2 compliant event staffing vendor for conventions, conferences,…
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| 36359 |
A TypeScript implementation of a Model Context Protocol server that uses Server…
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| 36360 |
shopify
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| 36361 |
metabase-mcp
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A TypeScript/Node.js MCP server that wraps the Metabase REST API, enabling AI a…
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| 36362 |
A framework for building MCP servers with standardized tools, authentication, l…
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| 36363 |
Fizzy Do MCP
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Open-source MCP server that connects AI assistants to Fizzy (Basecamp's task ma…
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| 36364 |
Kdenlive MCP Server
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Enables AI models to perform complex video editing tasks on Kdenlive projects t…
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| 36365 |
PlugLayer MCP Server
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Enables deploying and managing infrastructure via natural language, including p…
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| 36366 |
A boilerplate MCP server demonstrating paid tools via Lightning micropayments, …
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| 36367 |
nowcerts-mcp
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| 36368 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
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| 36369 |
yfinance-mcp-ai
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| 36370 |
comsol-codex-mcp
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An MCP server that provides tools for reproducible COMSOL Multiphysics batch wo…
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| 36371 |
zvec-mcp-server
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Enables LLMs to interact with Zvec vector database through tools for collection…
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| 36372 |
MCP Demo Server
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A minimal NestJS MCP server skeleton for experimenting with the Model Context P…
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| 36373 |
waitloop
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Enables agents to create hosted waitlist pages with referral ranking, email cap…
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| 36374 |
Salla MCP Server
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Bridges AI assistants to Salla e-commerce stores for natural language operation…
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| 36375 |
ytmcp
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Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
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| 36376 |
rocket-cli
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Rocket.Chat bridge with a local SQLite/FTS5 cache — CLI for humans, MCP server …
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| 36377 |
opencode-export
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Enables AI agents to list, inspect, and export OpenCode AI coding sessions as H…
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| 36378 |
gst-mcp
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MCP server for GStreamer introspection and pipeline development. Enables LLMs t…
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| 36379 |
pripera
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| 36380 |
ansible-aap
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Enables LLMs to discover and launch Ansible job templates on Ansible Automation…
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| 36381 |
multsearch-mcp
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A dual-path web search MCP server for Claude Code that cross-validates results …
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| 36382 |
weather-mcp-server
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Provides real-time weather and forecast data via MCP tools, enabling AI agents …
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| 36383 |
mcp-duckvault
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Provides a RAG system for your Obsidian Vault using DuckDB and vector search, e…
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| 36384 |
Komodo MCP Server
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A server that provides a comprehensive interface to the Komodo API, enabling ma…
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| 36385 |
Linear MCP Server
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Enables AI agents to manage Linear workspace resources such as issues, projects…
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| 36386 |
mcp-google-drive
Claim
Enables reading and searching Google Drive files, Google Docs, and Google Sheet…
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| 36387 |
A consolidated MCP server for creating, reading, and manipulating Microsoft Wor…
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| 36388 |
ziwei-mcp
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Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwe…
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| 36389 |
oletools-mcp-server
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Enables secure static analysis of Microsoft Office documents and related file t…
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| 36390 |
Apstra MCP Server
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Enables natural language management of Juniper Apstra datacenter networks, incl…
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| 36391 |
design-review
Claim
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
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| 36392 |
ns-hpc
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Provides a secure, sandboxed interface for LLM agents to interact with HPC clus…
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| 36393 |
agentic-android
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MCP server that enables LLMs to control Android devices via ADB, providing tool…
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| 36394 |
nomad
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A local MCP server for agentic remote development that enables code sync via rs…
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| 36395 |
GoHighLevel MCP Server
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A comprehensive MCP server that connects AI systems to GoHighLevel CRM, providi…
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| 36396 |
mcp
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| 36397 |
Garmin MCP Server
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Connects to Garmin Connect and exposes fitness and health data (activities, ste…
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| 36398 |
semanticscholar-mcp
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MCP server that provides Semantic Scholar academic search capabilities, includi…
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| 36399 |
Books API MCP Server
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A demo MCP server that proxies a Flask REST API for books, providing tools to l…
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| 36400 |
Enables MCP clients to interact with any OpenAPI-defined REST API through a ser…
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