MCP Server Quality Scores
Independent quality analysis of 69343 public MCP servers
Last updated 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 42401 |
Dovetail MCP Server
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Enables AI tools to connect to the Dovetail API for accessing customer insights…
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| 42402 |
Enables AI agents to search for stock photography based on current location and…
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| 42403 |
Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2…
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| 42404 |
sap_2000_api_python_mcp
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| 42405 |
CL Razorpay MCP Server
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Integrates with Razorpay's payment infrastructure to manage orders, process pay…
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| 42406 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 42407 |
mcp-x-intelligence
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Search viral content on X/Twitter, analyze any account, get trending topics by …
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| 42408 |
agent2agent
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Enables async, authenticated messaging between AI agents with explicit authoriz…
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| 42409 |
Amber
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Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-top…
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| 42410 |
yonote-mcp
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MCP server for managing Yonote workspace, providing 56 tools for documents, col…
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| 42411 |
Network MCP Server
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A Model Context Protocol server providing network diagnostic tools for AI agent…
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| 42412 |
NPS Explorer MCP Server
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Provides LLM context on U.S. national parks by integrating National Park Servic…
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| 42413 |
Axon Pro
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Transforms codebases into structural knowledge graphs for AI agents and develop…
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| 42414 |
zoom-mcp
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Provides AI agents with structured access to Zoom recorded meetings, enabling s…
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| 42415 |
Estimates the net amount a trading-card seller keeps when selling the same card…
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| 42416 |
claude-voice-notify
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A multi-provider voice notification MCP server that enables Claude Code to prov…
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| 42417 |
Yunaki Memory MCP
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A git-backed per-repo memory layer for Claude Code, enabling persistent, versio…
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| 42418 |
AI Act Radar
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EU AI Act obligations and updates from ten official sources, incl. the national…
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| 42419 |
outlook-personal-mcp
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An MCP server that gives Claude Code and Codex full control of a personal Outlo…
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| 42420 |
MCP Tool Factory
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A framework for building hot-loadable MCP tools that feature conversational neg…
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| 42421 |
WhatsApp MCP Server
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Provides a standardized interface for interacting with WhatsApp through the Gre…
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| 42422 |
MCP server for macOS Mail.app — gives Claude native email access via AppleScript
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| 42423 |
mike-plus
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A headless, natural-language-driven automated modelling workflow for MIKE+, ena…
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| 42424 |
social-listening
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| 42425 |
goodreads-mcp
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A read-only MCP server for Goodreads that enables LLMs to search for books, ret…
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| 42426 |
Sonic MCP Server
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Enables AI agents to manage events, venues, songs, and users via the Sonic API,…
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| 42427 |
Peekaboo
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A macOS automation tool that provides high-fidelity screen capture, AI analysis…
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| 42428 |
heimdall-mcp
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Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
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| 42429 |
Synesthetic MCP
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Enables validation, diff generation, and backend population for Synesthetic ass…
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| 42430 |
mailpouch
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An MCP server that gives AI agents permission-gated, audit-logged access to pri…
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| 42431 |
TrainHeroic
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Allows for management of TrainHeroic Athlete accounts via MCP and the unofficia…
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| 42432 |
Analyzes file access times, duplicates, and sizes to identify rarely used files…
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| 42433 |
Brewteco MCP Server
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Integrates Brewteco APIs with AI assistants, enabling natural language queries …
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| 42434 |
PowerGridIQ
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The PGIQ Rating as agent tools: where to site or schedule a large electricity l…
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| 42435 |
synai-relay
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An MCP server enabling AI agents to browse, claim, submit, and manage paid task…
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| 42436 |
Jupiter Invoice
Claim
Create and manage invoices and customers on Jupiter Invoice (MCP, API-key auth).
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| 42437 |
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
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| 42438 |
Exposes six Neo4j graph tools for tracing data lineage, checking compliance bou…
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| 42439 |
courtreserve-mcp
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MCP server for CourtReserve racquet-sports club management, enabling AI clients…
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| 42440 |
Belgian Law MCP Server
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Enables querying Belgian statutes and provisions from the Belgian Official Gaze…
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| 42441 |
mcp-everest
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An unofficial MCP server for Percona Everest that enables AI-powered interactio…
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| 42442 |
DevOps Helper MCP
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Provides tools and slash commands to onboard developers and manage DevOps workf…
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| 42443 |
brainCloud MCP Helper
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Helper for brainCloud MCP that gives it local file access, enabling easy git sy…
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| 42444 |
Appium MCP Server
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Enables AI-powered mobile app testing and automation through Appium, using Azur…
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| 42445 |
mcp-dice-roller
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Enables rolling of standard RPG dice (d4, d6, d8, d10, d12, d20, d100, etc.) us…
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| 42446 |
trove-mcp
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Enables users to search and analyze academic papers from multiple sources, fetc…
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| 42447 |
A comprehensive MCP server for managing product initiatives, architecture decis…
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| 42448 |
proxmox-mcp
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Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
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| 42449 |
Agent File Guardian
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Provides a human-in-the-loop security layer for AI agents by intercepting file …
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| 42450 |
agent-debugger
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Enables AI agents to investigate backend incidents by executing runbooks that g…
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