MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 2 hours, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60751 |
chrome_mcp_server
Claim
An MCP server for controlling and automating Google Chrome browser operations u…
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| 60752 |
File Search Tool
Claim
An MCP server that enables file system search and inspection, including directo…
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| 60753 |
llmsdottxt-mcp
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Auto-discovers llms.txt documentation from project dependencies and exposes it …
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| 60754 |
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
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| 60755 |
MCP server for managing Incus containers and VMs via the incus CLI. Supports op…
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| 60756 |
AiDD MCP Server
Claim
Provides AI-driven development tools including file system operations, multi-la…
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| 60757 |
mcp-cronos
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MCP server for structured daily work diary management, enabling entries, standu…
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| 60758 |
SkyBrain
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Provides a shared MCP memory layer for AI clients, backed by Cloudflare Workers…
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| 60759 |
obsidian-autom8
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Enables AI agents to remotely access and interact with Obsidian vaults via MCP,…
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| 60760 |
Binance MCP Server
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Enables Claude to query Binance Spot market data, account balances, and execute…
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| 60761 |
jira-server-mcp
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A MCP server for integrating with self-hosted Jira Server, enabling issue searc…
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| 60762 |
Agent-Cortex
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An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
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| 60763 |
Web Search MCP Server
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Enables AI agents to perform web searches, extract webpage content, and conduct…
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| 60764 |
ctalk
Claim
Enables coworkers to register profiles, ask questions, check inboxes, propose d…
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| 60765 |
Portfolio MCP Server
Claim
An MCP server that exposes an AI project portfolio as queryable tools, allowing…
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| 60766 |
SonarLint MCP Server
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Enables real-time code analysis for JavaScript, TypeScript, and Python through …
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| 60767 |
pytorch-mcp
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A full-featured MCP server for PyTorch documentation workflows, providing tools…
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| 60768 |
gcal-mcp
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A Model Context Protocol (MCP) server for read-only Google Calendar integration…
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| 60769 |
web-slack-mcp
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Enables reading Slack channels, messages, and threads using the web interface v…
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| 60770 |
RAG Code Search Agent
Claim
Enables natural language search over indexed codebases with source citations an…
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| 60771 |
A low-level computer-use MCP server that exposes raw desktop control (mouse, ke…
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| 60772 |
Relax Memory MCP
Claim
Persistent, structured memory server for AI agents using the Model Context Prot…
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| 60773 |
word-mcp-server
Claim
Enables Claude Agent to control Microsoft Word through COM automation, allowing…
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| 60774 |
perplexity-server
Claim
A TypeScript-based MCP server that implements a simple notes system with resour…
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| 60775 |
基于高德天气API的MCP服务器,可通过adcode查询实时天气和未来3天预报。
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| 60776 |
solana-mcp
Claim
Enables AI agents to interact with the Solana blockchain for DeFi, NFTs, and We…
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| 60777 |
rubberduck-mcp
Claim
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
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| 60778 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 60779 |
QuestMCP
Claim
Enables AI agents to post real-world tasks, match them to people, and release p…
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| 60780 |
Evernote MCP Server
Claim
Connects Claude Desktop to Evernote, enabling you to list notebooks/notes and c…
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| 60781 |
Garmin MCP Lite
Claim
A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…
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| 60782 |
tigl-mcp
Claim
Provides MCP tools for CPACS-oriented TiGL workflows, enabling lifecycle manage…
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| 60783 |
Credential vault for AI agents — encrypted storage, lease-based access, CRP sup…
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| 60784 |
LearnWorlds MCP
Claim
Enables AI assistants to manage a LearnWorlds school via the full public API, c…
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| 60785 |
CX Assistant MCP
Claim
Enables querying Cisco CX Assistant (production and stage) directly from Cursor…
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| 60786 |
GeeksHacking MCP
Claim
Manages #TODO comments in source code files, enabling you to add and query TODO…
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| 60787 |
mac-vision-mcp
Claim
An MCP server that enables AI coding agents to capture screenshots of macOS win…
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| 60788 |
Countries, timezones, elements, constants, HTTP status codes, unit conversion, …
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| 60789 |
who-gho
Claim
Enables querying World Health Organization Global Health Observatory data via n…
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| 60790 |
JLCEDA Codex MCP Bridge
Claim
Bridges JLCPCB/Lichuang EDA Pro with MCP clients to export and analyze schemati…
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| 60791 |
MCP Spectral
Claim
An MCP server that wraps Spectral to lint OpenAPI specifications, enabling LLMs…
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| 60792 |
Minecraft Document MCP
Claim
Enables AI assistants to search and retrieve content from the Chinese Minecraft…
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| 60793 |
Local document intelligence for AI agents — extract text, detect tables, read m…
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| 60794 |
Enables remote MCP access to math tools with OAuth authentication, deployable o…
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| 60795 |
jira-mcp-server
Claim
Enables AI assistants like Claude to interact with Jira for project management …
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| 60796 |
Scheduler
Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
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| 60797 |
rosclaw-ur-rtde-mcp
Claim
MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE …
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| 60798 |
ls-news-mcp
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| 60799 |
mcp-ai-detection
Claim
Enables multi-tier AI-detection screening on academic papers by extracting text…
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| 60800 |
Adology AI
Claim
Perplexity for social: ask what competitors are running across social and get a…
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