MCP Server Quality Scores
Independent quality analysis of 47066 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 46751 |
@playwright/mcp
Claim
MCP server for browser automation that lets LLMs interact with web pages throug…
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| 46752 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
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| 46753 |
remote-ssh-mcp
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Enables persistent SSH sessions and SFTP file transfers with native GUI credent…
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| 46754 |
Terros MCP Server
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Enables interaction with the Terros platform's User API to manage and retrieve …
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| 46755 |
Enable AI agents to interact with Reddit by reading posts, creating content, an…
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| 46756 |
supos MCP Server
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Enables querying topic tree structures, topic details, and real-time data from …
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| 46757 |
openai-ads-mcp
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Read-only MCP server for the OpenAI Ads API: campaigns, ad groups, ads, and ins…
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| 46758 |
my_test
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Get current weather for any city and create images from your prompts. Streamlin…
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| 46759 |
MCP PR Recommender
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Intelligent PR boundary detection and recommendation system that analyzes git c…
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| 46760 |
proton-mail-mcp
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Unofficial Proton Mail MCP server — send, read, search, and organize email over…
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| 46761 |
Fetchium
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Fetchium — token-efficient web retrieval for AI agents
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| 46762 |
gptzero-mcp
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Enables AI content detection with sentence-level and paragraph-level AI probabi…
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| 46763 |
Persistent causal memory for AI agents — semantic recall, causal chains, skills.
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| 46764 |
mcp-server
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An MCP server that provides weather and time tools, enabling users to get curre…
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| 46765 |
blackhawk-mcp
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BlackHawkMCP - connect AI to Google Sheets
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| 46766 |
mcp
Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
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| 46767 |
tractive-mcp
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Enables AI assistants to query your pet's location, tracker status, position hi…
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| 46768 |
Builder-Proj-MCP Server
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A unified MCP server for scaffolding project structures across multiple framewo…
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| 46769 |
google-ads-mcp
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A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
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| 46770 | — | |||||||||
| 46771 |
mcp
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Query ZK-verified attributes, selective disclosure, and on-chain provenance fro…
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| 46772 |
YetAnotherFigmaMCP
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Caches Figma file data locally and provides an MCP server for AI agents to sear…
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| 46773 |
confluence-mcp-server
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An MCP server that connects AI assistants to Confluence, enabling search and fe…
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| 46774 |
adsdas
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adsdas
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| 46775 |
lemonado-mcp
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| 46776 |
my-mcp-server-2025_1
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| 46777 |
holiday-photo-plus
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Show holiday photos from Vercel Blob inline in Claude chats.
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| 46778 |
Crossmint HR Airdrop MCP
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Helps corporate HR teams airdrop Solana tokens to employees with support for ro…
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| 46779 |
api-changelog-tracker
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Cloudflare Workers MCP server: api-changelog-tracker
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| 46780 |
pageshot-api
Claim
Free webpage screenshot capture API with format, viewport, and dark mode option…
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| 46781 |
MCPpedia
Claim
Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…
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| 46782 |
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
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| 46783 | — | |||||||||
| 46784 |
vision-squeezer
Claim
Cut vision API token costs by snapping images to tile boundaries. Claude, GPT-4…
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| 46785 |
Provides access to FBI Crime Data Explorer API, enabling queries for crime stat…
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| 46786 |
ejentum-mcp
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MCP server with reasoning, code, anti-deception, and memory tools for AI agents.
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| 46787 |
sql-builder-ai-mcp
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sql-builder-ai-mcp MCP server by MEOK AI Labs
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| 46788 |
cratedocs-mcp
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Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
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| 46789 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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| 46790 |
vyazen
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| 46791 |
musescore-mcp
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MuseScore for Claude — search sheet music and read score metadata via your sign…
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| 46792 |
psyche-ai
Claim
Emotional intelligence for AI agents: neurotransmitter mood, personality, empat…
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| 46793 |
shrimp
Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
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| 46794 |
Federated listings from personal humanMCP servers. Search offers, trades by hum…
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| 46795 |
Search official documentation for well-known libraries.
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| 46796 |
@aiready/ast-mcp-server
Claim
AST-aware TypeScript/JavaScript codebase exploration for AI agents, providing h…
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| 46797 |
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…
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| 46798 |
cachebro
Claim
Provides file caching and diff tracking for AI coding agents, reducing token us…
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| 46799 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 46800 |
Flik
Claim
Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more infor…
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