MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 9 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 68551 |
mcp-x
Claim
Enables posting tweets to X (Twitter) via the X API v2, using Claude.
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| 68552 |
Habit Tracker MCP Server
Claim
Enables users to analyze their habits over a specified period and receive weekl…
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| 68553 |
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
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| 68554 |
MCP YouTube-DLP
Claim
Provides tools for downloading YouTube videos and audio using yt-dlp, enabling …
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| 68555 |
Apple Notes MCP Server
Claim
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
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| 68556 |
contextpulse-mcp
Claim
Real-time context budget tracking for AI coding agents with token counting, loo…
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| 68557 |
Labradoc MCP Server
Claim
Enables AI assistants to interact with Labradoc's document management, email in…
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| 68558 |
codex-buddy-for-claude
Claim
Enables Claude Code to leverage OpenAI models for expert code review, deep arch…
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| 68559 |
claude-code-mcp
Claim
Enables Claude Code to spawn child sessions for parallel, asynchronous task exe…
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| 68560 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 68561 |
SystemManager
Claim
Provides system-specific metadata through a tool that returns data for a given …
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| 68562 |
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
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| 68563 |
Chroma MCP Server
Claim
A Model Context Protocol server for Chroma, enabling AI models to create collec…
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| 68564 |
dispatch-mcp
Claim
MCP server for tier-based dispatch delegation via OmniRoute, enabling message d…
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| 68565 |
Redshift MCP Server
Claim
Enables connecting to Amazon Redshift and executing SQL queries with read-only …
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| 68566 |
cloakbrowser-mcp
Claim
Playwright MCP-compatible browser automation using CloakBrowser Chromium, avail…
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| 68567 |
Symbols Awakening MCP
Claim
A symbolic reasoning engine that enables symbolic ontology operations through a…
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| 68568 |
wildberries-mcp
Claim
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
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| 68569 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 68570 |
NanoBanana MCP Server
Claim
Connects to Google Gemini API for text-to-image generation and image editing, w…
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| 68571 |
AdobePremiereProMCP
Claim
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
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| 68572 |
mcp-hello-world
Claim
A minimal MCP server mock for testing, providing echo, debug, and greeting reso…
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| 68573 |
OpenStack-MCP
Claim
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
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| 68574 |
noll-workshop
Claim
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| 68575 |
nornir-mcp-server
Claim
Enables AI agents to autonomously manage network devices using Nornir, supporti…
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| 68576 |
Locket MCP Server
Claim
Enables interaction with a read-later and link sharing social feed app, allowin…
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| 68577 |
github-mcp-tool
Claim
Enables managing GitHub repositories, files, and user information through MCP, …
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| 68578 |
mcp-mssql-server
Claim
Enables Claude Code and other MCP clients to interact with Microsoft SQL Server…
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| 68579 |
Automatically generates typed React hooks for Next.js projects by crawling API …
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| 68580 |
Enables interacting with Feishu (Lark) multidimensional tables through MCP tool…
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| 68581 |
Audit a domain email deliverability via Apify: SPF, DKIM, DMARC, MX, blacklist,…
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| 68582 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 68583 |
biomarker-mcp
Claim
Enables querying celltype markers from CellMarker database using natural langua…
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| 68584 |
mcp-repo-context
Claim
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
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| 68585 |
walletap
Claim
Issue and manage Apple Wallet & Google Wallet passes from any AI assistant.
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| 68586 |
GitBranchMCP
Claim
A local-first MCP server for AI programming branch notes and mainline decision …
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| 68587 |
Source-provenanced US federal healthcare provider data over MCP, with 14-tuple …
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| 68588 |
MCP Image Compare Server
Claim
Enables pixel-perfect image comparison and visual regression testing via tools …
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| 68589 |
Mnemic
Claim
Local-first memory kernel for coding agents that provides a shared, auditable, …
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| 68590 |
네이버 길찾기 MCP 서버
Claim
Enables users to access Naver Maps API functionality including directions, plac…
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| 68591 |
commercebridge
Claim
Remote MCP connector for eBay, Shopify, Best Buy & Etsy marketplace data via th…
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| 68592 |
MCP server for Circle — USDC payments, wallets, payouts, transfers
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| 68593 |
SQL and File MCP
Claim
An MCP server that gives LLM clients access to a SQL Server database and the lo…
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| 68594 |
Hecatoncheire MCP
Claim
Multi-agent continuous development system with local LLM orchestration.
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| 68595 |
mcp-esim
Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
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| 68596 |
mcp-charm
Claim
Browse and search thousands of free car service manuals from charm.li.
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| 68597 |
upilot
Claim
Unity Editor automation bridge for AI agents and MCP clients, enabling inspecti…
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| 68598 |
Stacktree
Claim
Publish HTML to private, unguessable, replace-in-place URLs from any MCP-compat…
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| 68599 |
mcp-imap
Claim
Enables AI agents to interact with email accounts via IMAP and SMTP, supporting…
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| 68600 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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