MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 6 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39451 |
fireboard-mcp
Claim
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
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| 39452 |
Mockzilla
Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
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| 39453 |
claude-context-server
Claim
An MCP server that reads all your Claude Code project memory files and exposes …
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| 39454 |
API Manager
Claim
Enables secure management of API keys through an encrypted environment file wit…
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| 39455 |
sumologic-mcp
Claim
Enables AI assistants to run Sumo Logic log searches via HTTP using the Search …
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| 39456 |
skills-mcp-server
Claim
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
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| 39457 |
CIViC MCP Server
Claim
Enables querying the CIViC database for clinical interpretations of cancer vari…
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| 39458 |
confluence
Claim
Enables querying Confluence or Kubernetes documentation through hybrid search a…
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| 39459 |
Device MCP Server
Claim
A comprehensive MCP server for network device management via SSH/Telnet. Suppor…
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| 39460 |
authentik-mcp
Claim
MCP server for Authentik identity provider enabling management of users, groups…
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| 39461 |
mysql-mcp
Claim
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, e…
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| 39462 |
mailpal-mcp-server
Claim
Free email server for AI agents with hardware attestation, enabling agents to s…
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| 39463 |
Office-Word-MCP-Server
Claim
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
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| 39464 |
ha-mcp
Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
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| 39465 |
M365 Graph MCP Server
Claim
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
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| 39466 |
TaskSync
Claim
Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, giv…
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| 39467 |
Sally Skills
Claim
Plug Sally AI into your agent.
The clinical-grade health intelligence behind A1…
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| 39468 |
Bot12 MCP Server
Claim
Converts your bot12 trading bot into tools for Claude and other AI assistants, …
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| 39469 |
Monti APM MCP Server
Claim
Enables AI assistants to interact with Monti APM for Meteor application perform…
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| 39470 |
snow-mcp-gateway
Claim
A local gateway that exposes ServiceNow REST APIs as MCP tools, enabling natura…
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| 39471 |
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
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| 39472 |
mcp-code-todo
Claim
Scans codebases for TODO comments and exposes them as structured data to LLMs, …
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| 39473 |
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
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| 39474 |
Endstone MCP Server
Claim
An MCP server for EndstoneMC development, enabling module information queries, …
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| 39475 |
memkeeper
Claim
Local-first memory for AI agents. On-device hybrid retrieval over a single SQLi…
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| 39476 |
IBM MDM MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
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| 39477 |
An MCP server that enables AI image editing and generation using the GPT Image …
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| 39478 |
pigeon
Claim
Forwards browser console errors, warnings, and unhandled rejections to Claude C…
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| 39479 |
dynatrace-mcp
Claim
This remote MCP server allows interaction with the Dynatrace observability plat…
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| 39480 |
infinihash-kyt-mcp
Claim
Blockchain compliance: screen wallets vs OFAC SDN + threat intel, open cases, g…
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| 39481 |
tunnel-mcp
Claim
Enables two Claude agents to communicate directly through an end-to-end encrypt…
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| 39482 |
Connect Claude to Disney Lorcana card data: enrich, search, and analyze decks.
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| 39483 |
Scrapes the official Telegram Bot API documentation and provides tools for quer…
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| 39484 |
Fetches revenue and download data for Apple App Store apps using the Sensor Tow…
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| 39485 |
Video Metadata MCP
Claim
Enables comprehensive video file metadata management including reading, editing…
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| 39486 |
Foursquare MCP Server
Claim
Exposes Foursquare/Swarm check-in data and user activity through 13 tools, enab…
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| 39487 |
jobs-tools-knowledgebase
Claim
A MongoDB Atlas-based Notion-style knowledge base management MCP server that su…
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| 39488 |
shopify-mcp-pro
Claim
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
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| 39489 |
deep-research
Claim
Enables deep research tasks using a multi-agent architecture that integrates an…
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| 39490 |
DuckDuckGo MCP Server
Claim
Provides web and news search via DuckDuckGo with support for region filtering, …
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| 39491 |
Grain MCP Server
Claim
Enables browsing, retrieving, and downloading meeting recordings and transcript…
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| 39492 |
Looping Agent MCP
Claim
Turns a manager's plain-English goal into a verified, looped, watchable build r…
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| 39493 |
anndata-mcp
Claim
Allows to retrieve information about an AnnData object via MCP using the read_l…
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| 39494 |
jumpserver-ssh-mcp
Claim
Enables AI agents to securely execute remote commands via SSH or JumpServer, wi…
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| 39495 |
Enables AI assistants to query and analyze Imperva Cloud WAF configurations thr…
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| 39496 |
HumanBrowser
Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
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| 39497 |
Memory MCP Server
Claim
An agentic memory system that enables AI assistants to store, search, and manag…
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| 39498 |
Frame.io Agent
Claim
Enables coding agents to read and write to Frame.io (projects, assets, reviews,…
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| 39499 |
GenieOS MCP Server
Claim
Stdio bridge for editors to connect to the GenieOS MCP server, enabling AI agen…
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| 39500 |
tgtrack-mcp
Claim
Manage a tgtrack (Откуда Подписки) account from an AI agent — channels, ad-syst…
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