MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61651 |
genconfigenvserver
Claim
Generates security config files from environment variables and remote Firebase …
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| 61652 |
Buienradar MCP Server
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Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 61653 |
IFC Bonsai MCP
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An MCP server that connects AI language models with the Bonsai Blender add-on t…
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| 61654 |
openunfurl
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Zero-signup anonymous link-unfurl API. One GET returns clean JSON metadata for …
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| 61655 |
Groupon MCP Server
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Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
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| 61656 |
Kommo CRM MCP Server
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Enables AI agents to manage Kommo CRM (formerly AmoCRM) entities including lead…
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| 61657 |
ContainMind
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Enables AI assistants to manage and analyze containers across Docker and Podman…
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| 61658 |
GitHub Projects
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Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
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| 61659 |
Enables LLMs to interact with Google Analytics via Admin and Data APIs, allowin…
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| 61660 |
mcp
Claim
Live NFL, MLB, and NBA sports intelligence: injury signals, identity resolution…
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| 61661 |
SecureLLM MCP Server
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Enables AI assistants to interact with NixOS development tools, manage builds, …
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| 61662 |
git-helper-ai-mcp
Claim
git-helper-ai-mcp MCP server by MEOK AI Labs
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| 61663 |
Call For Me
Claim
Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…
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| 61664 |
seedream-mcp
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Enables creating, polling, and checking pricing for Seedream image generation t…
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| 61665 |
scout-intel-mcp
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AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
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| 61666 |
mcp-gsuite
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Enables AI assistants to manage Gmail (list, search, send, label emails) and Go…
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| 61667 |
@mudravaorg/mcp-server
Claim
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
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| 61668 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 61669 |
Spectre
Claim
Enables AI agents to fully automate X/Twitter interactions including searching,…
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| 61670 |
mcp-server-registration
Claim
An MCP server that provides [describe what your server does]
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| 61671 |
blender-mcp
Claim
Enables LLMs to control Blender for 3D scene creation, object manipulation, mat…
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| 61672 |
Ganty MCP
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Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
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| 61673 |
Lovie Company Formation
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Form companies, manage bank accounts, cards, invoices and more — directly from …
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| 61674 |
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
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| 61675 |
claude-mem-lite
Claim
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
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| 61676 |
zeek-mcp
Claim
An MCP server for Zeek and Suricata, providing intelligent log parsing, queryin…
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| 61677 |
drive-update-mcp
Claim
Enables updating existing Google Drive files in place via Claude, preserving fi…
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| 61678 |
Brand-safe ad, email, product description, and social content production.
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| 61679 |
unreal-animation-mcp
Claim
Enables AI agents to inspect, search, and edit Unreal Engine animation data inc…
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| 61680 |
PostcardAI MCP Server
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Enables AI assistants to create, design, and send physical postcards directly t…
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| 61681 |
Mantis
Claim
Cross-venue prediction market routing for AI agents with arbitrage, quotes, his…
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| 61682 |
IRCAM Amplify MCP Server
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Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
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| 61683 |
ai-dictionary-mcp
Claim
Look up, search, cite, discuss, and track AI phenomenology terms
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| 61684 |
mcp-codemap
Claim
Provides coding agents with a mental map of codebases via progressive disclosur…
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| 61685 |
Process Map Server
Claim
Enable AI-powered process analysis, chart generation, and optimization recommen…
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| 61686 |
smithsonian-mcp-server
Claim
Search 19.4M Smithsonian Open Access objects, get CC0 images, find cross-collec…
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| 61687 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 61688 |
@hyperwhisper/mcp
Claim
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 61689 |
taxlocus
Claim
US sales tax for AI agents: rates, economic nexus, taxability, filing. Citation…
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| 61690 |
AI Furniture Hub
Claim
Millimeter-precision furniture & storage product data for AI agents. Search by …
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| 61691 |
civic-mcp-gateway
Claim
Give your AI agents a verified identity, scoped permissions, audit trails, and …
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| 61692 |
Parley
Claim
A transport-agnostic MCP seam for messages, context sharing, and task hand-off …
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| 61693 |
encoder-ai-mcp
Claim
encoder-ai-mcp MCP server by MEOK AI Labs
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| 61694 |
emublog2mlv-mcp
Claim
Converts ECU Master EMU Black binary logs to MegaLogViewer HD format. Allows AI…
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| 61695 |
Playwright MCP
Claim
Enables browser automation through Playwright using accessibility tree snapshot…
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| 61696 |
Sales Intelligence
Claim
12-in-1 sales intelligence MCP server — company research, lead enrichment, cont…
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| 61697 |
arc-security
Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
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| 61698 |
Korean NLP MCP server: morphological analysis, tokenization, spell & grammar ch…
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| 61699 |
GHL MCP Server
Claim
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
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| 61700 |
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
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