MCP Server Quality Scores
Independent quality analysis of 53551 public MCP servers
Last updated 1 hour, 55 minutes ago
Grade Distribution
Score Distribution
Newly Added
AppGoblin - App Store ASO & App Intel Mathematical Programming Solver Melvea Local Honey Discovery trial-overdue recall-risk| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
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| 53101 |
Subconductor
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A persistent state machine and notification system for AI agents to manage comp…
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| 53102 |
dbt-core-mcp
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Enables interaction with dbt projects via the Model Context Protocol for data a…
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| 53103 |
VSCode-Perplexity-MCP
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Perplexity AI search, reasoning, research, and compute - MCP server, dashboard,…
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| 53104 |
FreshRSS MCP Server
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Enables interaction with a FreshRSS instance to manage RSS feeds, read and orga…
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| 53105 |
KnowFlow MCP
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A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
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| 53106 |
cmd-mcp-server
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| 53107 |
3commas-mcp
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A Model Context Protocol (MCP) server that integrates AI assistants with the 3C…
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| 53108 |
Binary Banya
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An MCP server offering 'treatments' for AI agents like context cleaning, critiq…
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| 53109 |
LocalData MCP Server
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Gives LLM agents access to local and remote data via databases, files, graphs, …
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| 53110 |
mcp-powerpoint
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Enables AI assistants to create and manipulate PowerPoint presentations program…
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| 53111 |
ebay-mcp
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MCP server for eBay buyer-side workflows enabling search, watch, bid, buy, and …
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| 53112 |
sumo-mcp
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Enables searching Sumo Logic logs using the search_logs tool, with support for …
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| 53113 |
kongen-mcp
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Connects MCP clients to Kongen Labs' Pattern Intelligence API for reasoning reg…
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| 53114 |
garmin-mcp
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Exposes Garmin Connect data and workout management to AI agents, supporting too…
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| 53115 |
Modular RAG MCP Server
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A pluggable, observable modular RAG service framework that exposes tool interfa…
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| 53116 |
Hangfire MCP Server
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Enables monitoring and managing Hangfire background jobs, including job lists, …
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| 53117 |
forecasting-mcp-server
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| 53118 |
my-mcp-server
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A remote MCP server deployed on Cloudflare Workers with OAuth, enabling tools l…
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| 53119 |
Generic MCP Server
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A dynamic server that automatically discovers and executes scripts from a tools…
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| 53120 |
climux
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Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
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| 53121 |
Edge TTS MCP
Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
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| 53122 |
A remote MCP server that exposes mock application security testing data (applic…
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| 53123 |
steam-trends-mcp
Claim
Track concurrent player counts and game momentum for any title on Steam via AI …
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| 53124 |
shadcn MCP Server
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Provides AI assistants with direct access to shadcn/ui components and blocks, e…
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| 53125 |
Kanboard MCP Server
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A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
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| 53126 |
mcp-oauth
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FastMCP server with Bearer token authentication mounted on FastAPI, including O…
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| 53127 |
Trellis MCP Server
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Enables AI assistants to generate 3D assets from text descriptions using Trelli…
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| 53128 |
jira-mcp
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This MCP server enables interaction with Atlassian products (Jira and Confluenc…
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| 53129 |
zh-education-mcp
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MCP server for education statistics of the Canton and City of Zurich (BISTA), p…
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| 53130 |
Tubist MCP Server
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Enables AI assistants to control the Tubist macOS menu bar player to play YouTu…
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| 53131 |
OmniFocus Operator
Claim
A production-grade MCP server that exposes OmniFocus as structured task infrast…
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| 53132 |
Gmail MCP Server
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Integrates with Gmail APIs to manage emails and labels, including sending, dele…
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| 53133 |
codegraph
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Provides AI agents with a function-level dependency graph of the codebase throu…
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| 53134 |
cfb
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| 53135 |
mcp-google-sheets
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Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
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| 53136 |
news-mcp-server
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Enables real-time monitoring and analysis of enterprise public opinion with sen…
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| 53137 |
marginalia
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Renders Markdown into a browser-based, click-to-comment thread; comments are re…
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| 53138 |
AccInt
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Local-first MCP Work Model for coding agents: retrieves scored memory, records …
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| 53139 |
kobiton
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Enables mobile device management, app upload, automation session execution, and…
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| 53140 |
collectives-mcp
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MCP server for Nextcloud Collectives that exposes collectives, pages, tags, att…
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| 53141 |
CodeSherpa
Claim
Remote MCP server enabling AI clients to securely inspect repositories over SSH…
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| 53142 |
OpenLore
Claim
Provides persistent architectural memory and structural cognition for AI coding…
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| 53143 |
claude-mesh
Claim
Enables two live Claude Code instances on the same workstation to exchange sync…
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| 53144 |
mcpcodeserver
Claim
Proxy MCP server that translates tool calls into TypeScript code generation, en…
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| 53145 |
mcp-slurm
Claim
Enables AI assistants to manage SLURM HPC clusters via SSH. Supports job submis…
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| 53146 |
feishu-enhance-mcp
Claim
Enables real-time Feishu message monitoring, sending, file upload to cloud docu…
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| 53147 |
DuckDuckGo MCP Server
Claim
A basic MCP server with example tools including message echo functionality and …
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| 53148 |
Browserbase MCP Server
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Enables AI to control cloud browsers and automate web interactions through Brow…
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| 53149 |
Mailosaur MCP
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Enables interaction with Mailosaur email and SMS testing services, allowing mes…
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| 53150 |
excel-mcp
Claim
An MCP server for performing Excel file operations including read, write, and m…
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