MCP Server Quality Scores
Independent quality analysis of 69070 public MCP servers
Last updated 4 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60551 |
remem
Claim
Local-first persistent memory for Claude Code and OpenAI Codex CLI. A single Ru…
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| 60552 |
fallasset-mcp
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Model Context Protocol server that lets Claude Desktop/Code drive a headless as…
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| 60553 |
PJSUA MCP Server
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Manages multiple SIP user agents (phones) with full control over calls, registr…
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| 60554 |
Safe Vision MCP
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Safe Vision MCP enables safe and efficient local image inspection by generating…
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| 60555 |
filemaker-odata-mcp
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MCP server for FileMaker Server OData 4.01 API integration, enabling AI assista…
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| 60556 |
mcp-hackathon-africa
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| 60557 |
x402nano
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Machine-payable prediction-market briefs and probability-change monitoring for …
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| 60558 |
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
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| 60559 |
mempalace memory
Claim
https://mempalace-mcp.vercel.app/ — Register or sign in here first to create yo…
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| 60560 |
Fantastical MCP
Claim
Enables AI assistants to read and create Fantastical calendar events on macOS u…
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| 60561 |
macos-screen-mcp
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An MCP server that lets AI assistants see your macOS desktop, capture screensho…
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| 60562 |
Celigo
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Manage your Celigo integrator.io account: integrations, flows, connections, err…
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| 60563 |
Exa MCP Server
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Connects AI assistants to Exa's search capabilities, enabling web search, code …
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| 60564 |
UI Reviewer MCP
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MCP-first UI/UX review layer for AI-generated frontends. Enables reviewing web …
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| 60565 |
Excel MCP Server
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Enables LLMs to work with Excel and CSV files through structured tools for work…
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| 60566 |
mytool3
Claim
A lightweight MCP server that bridges Claude AI with local Python execution, en…
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| 60567 |
Axolot MCP Server
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Enables AI assistants to interact with Axolot CMS for content, design tokens, m…
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| 60568 |
evite-mcp
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Evite for Claude — list events, guest lists & RSVPs, RSVP, message guests, and …
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| 60569 |
telegram-mcp-kit
Claim
Exposes the Telegram Bot API as tools for Claude Code or any MCP client, enabli…
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| 60570 |
vercel-mcp-server
Claim
Provides a Model Context Protocol server to integrate Vercel API for managing p…
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| 60571 |
Google MCP Router
Claim
Enables scheduling meetings and sending email confirmations through Google Cale…
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| 60572 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 60573 |
MCP server for Claude Code CLI that integrates with Google Workspace, enabling …
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| 60574 |
Award Travel Finder
Claim
Search award flight availability, points pricing, and status matches from your …
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| 60575 |
Study Prep MCP Server
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Enables browsing and preparing study materials from local documents (PDF, Markd…
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| 60576 |
godot-test-mcp
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MCP server for automated Godot 4 game testing. Enables launching games, capturi…
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| 60577 |
nucleotide_archive_mcp
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An MCP server for searching and accessing RNA sequencing datasets from the Euro…
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| 60578 |
SMS Masivos MCP Server
Claim
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
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| 60579 |
datto-bcdr-mcp
Claim
An MCP server for Datto BCDR (Business Continuity and Disaster Recovery), enabl…
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| 60580 |
WLO MCP Server
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MCP server for WirLernenOnline.de that enables searching and retrieving educati…
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| 60581 |
Metasploit MCP Server
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Provides AI assistants with secure access to Metasploit Framework functionality…
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| 60582 |
@intempt/mcp-server
Claim
MCP server for Intempt GrowthOS — AI content generation, brand management, know…
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| 60583 |
yahoo-mail-mcp
Claim
MCP server for cleaning up Yahoo Mail inbox, enabling email management (list, s…
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| 60584 |
kanban-tui
Claim
MCP server for kanban-tui, a terminal-based task manager, that exposes task, bo…
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| 60585 |
Anam MCP Server
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Enables managing AI personas, avatars, voices, and sessions from any MCP client…
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| 60586 |
BugForge MCP Server
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Enables transforming raw bug notes into structured defect reports (Summary, Ste…
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| 60587 |
mt5-remote-reader-mcp
Claim
Enables AI agents to monitor MetaTrader 5 accounts on remote Windows VPS via SS…
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| 60588 |
MCP server for ERP product operations that enables AI agents to precheck produc…
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| 60589 |
Git Workflow MCP Server
Claim
Enables AI assistants to interact with local Git repositories for operations li…
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| 60590 |
The CHUK MCP S3 Bucket Manager is a Python-based tool for managing Amazon S3 bu…
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| 60591 |
headlo-mcp
Claim
MCP server that provides Claude Desktop and Claude Code with access to Headlo c…
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| 60592 |
Google Image Search MCP
Claim
Provides tools for searching and downloading images using Google Image Search A…
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| 60593 |
Enables AI assistants to generate professional documentation using structured t…
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| 60594 |
TransBench
Claim
TransBench is a translational research agent that takes free-text clinical obse…
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| 60595 |
URL shortening API for AI agents. Convert long URLs into compact short links wi…
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| 60596 |
couchbase-mcp-server
Claim
Enables natural-language AI agents to query and manage Couchbase databases via …
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| 60597 |
docsearch
Claim
MCP server that enables searching and reading binary document files (PDF, DOCX,…
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| 60598 |
dependency-updater-ai-mcp MCP server by MEOK AI Labs
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| 60599 |
Enables querying Latvian cybersecurity data, including regulations, guidelines,…
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| 60600 |
fleet-of-one-mcp-server
Claim
MCP server providing tools to verify task completion (tests pass and changes ma…
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