MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 3 hours, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55801 |
Greetings & Utilities
Claim
Greet people in multiple languages and perform quick math. Generate images from…
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| 55802 |
promptpack
Claim
Enables AI agents to scan codebases for prioritized findings (TODO, FIXME, XXX)…
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| 55803 |
A local MCP server providing read-only access to documents like Word, PDF, Exce…
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| 55804 |
WireTensors
Claim
Neutral, verified AI tool reviews — search, compare and get recommendations acr…
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| 55805 |
@cookiemunch/mcp
Claim
Exposes the Cookie Munch Developer API as MCP tools, enabling AI assistants to …
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| 55806 |
browser-mcp
Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
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| 55807 |
APIVerve MCP Server
Claim
Enables access to over 249 APIs through the Model Context Protocol, simplifying…
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| 55808 |
Serverless MCP Server
Claim
A minimal, production-ready MCP server running on AWS Lambda with Streamable HT…
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| 55809 |
CodexMCP
Claim
A FastMCP server that wraps OpenAI Codex CLI to provide AI-powered code generat…
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| 55810 |
Demo FastMCP Server
Claim
A minimal MCP server demo with tools for ping, addition, and fetching current U…
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| 55811 |
lens
Claim
Provides token-efficient code retrieval for coding agents by indexing repositor…
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| 55812 |
git-leaderboard
Claim
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
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| 55813 |
mcp-ui-expo-tamagui
Claim
Generates React Native/Expo UI components using AI, integrates with Claude Desk…
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| 55814 |
sungdb-mcp
Claim
FastMCP-based GDB debugging server for high-performance, stable debugging with …
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| 55815 |
zentric-protocol-mcp
Claim
Prompt injection + PII detection for LLM apps and agent pipelines. Deterministi…
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| 55816 |
StitchAPI Docs
Claim
Search and read the StitchAPI docs: search_docs finds relevant sections, get_do…
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| 55817 |
Git Workflow MCP Server
Claim
Enables AI assistants to interact with local Git repositories for operations li…
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| 55818 |
Local MCP voice coach with English pronunciation, grammar, and fluency feedback.
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| 55819 |
An MCP server that provides document management capabilities including reading,…
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| 55820 |
faucet-mcp
Claim
Enables a coding agent to request small dev funds (ETH/WETH/USDC/USDT) from a p…
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| 55821 |
Enables querying US compliance regulations including HIPAA, CCPA, SOX, and more…
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| 55822 |
apple-calendar-mcp
Claim
MCP server for Apple Calendar via native EventKit API with proper recurring eve…
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| 55823 |
adobe-custom
Claim
Enables Adobe Experience Platform and AEM content operations through a shared t…
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| 55824 |
Blooio Messaging
Claim
Send and manage SMS, iMessage, and RCS messages from your workflows. Track deli…
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| 55825 |
stripe-analytics-mcp
Claim
Provides real-time Stripe subscription analytics including MRR, churn, failed p…
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| 55826 |
mapsi-mcp
Claim
Geocoding, routing, isochrone, H3, elevation and 13 more geospatial tools via O…
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| 55827 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
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| 55828 |
Agent Index MCP Server
Claim
Enables users to search and discover over 500 AI agent endpoints and x402 APIs …
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| 55829 |
sorsa-mcp
Claim
MCP server for the Sorsa.io X/Twitter data API
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| 55830 |
mcp
Claim
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, r…
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| 55831 |
LexGO Jobs
Claim
Live Belgian and Luxembourg legal jobs. Unauthenticated. Send candidates to cli…
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| 55832 |
Agentic Memory Server
Claim
Provides enterprise-grade persistent memory for AI assistants with complete off…
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| 55833 |
weather-mcp
Claim
Provides current weather information by combining geocoding and weather data AP…
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| 55834 |
Residential proxy MCP for AI agents — geo-targeting, sticky sessions, anti-bot …
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| 55835 |
Local Explorer MCP
Claim
Enables AI assistants to intelligently search and explore local file systems us…
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| 55836 |
MCP Memory Server
Claim
Provides long-term memory for AI coding agents, enabling them to remember, sear…
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| 55837 |
rucio-mcp
Claim
An MCP server that exposes Rucio distributed data management operations as tool…
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| 55838 |
artifacty
Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
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| 55839 |
KGrag MCP Server
Claim
Implements the Model Context Protocol for managing, ingesting, and querying str…
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| 55840 |
woody-mcp
Claim
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge bas…
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| 55841 |
Anytype MCP Server
Claim
Enables AI assistants to interact with Anytype knowledge base via natural langu…
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| 55842 |
brightdata-mcp
Claim
test111
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| 55843 |
Sozio Business
Claim
Sozio Business is a standalone local MCP server for combining private company d…
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| 55844 |
mcpUPB
Claim
MCP server that turns UPB Virtual (Moodle) into a structured knowledge source, …
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| 55845 |
NotNessie MCP Server
Claim
Enables Claude Code to persist and retrieve project memory across sessions, inc…
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| 55846 |
siteone-mcp-server
Claim
Enables SEO auditing and site analysis by crawling websites, identifying issues…
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| 55847 |
Google Ads MCP
Claim
Enables managing Google Ads campaigns through an AI assistant with read-only re…
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| 55848 |
uruguay-mcp
Claim
Enables AI agents to query Uruguay's open government data from multiple sources…
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| 55849 |
yuque-mcp
Claim
A Model Context Protocol service that enables AI agents to securely access and …
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| 55850 |
mcp-eu-ai-act
Claim
MCP server for EU AI Act compliance classification with multi-jurisdiction over…
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