MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52801 |
An MCP server that reproduces the results of Nikitin et al., 'Towards Explainab…
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| 52802 |
MCP server for the Envato Market API that provides AI agents with purchase veri…
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| 52803 |
GCP MCP Server
Claim
This server exposes over 250 tools across 23 GCP service domains, enabling AI m…
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| 52804 |
Chile payments for AI agents — Mercado Pago wallet via Mercado Pago. Never hold…
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| 52805 |
Exa AI Search Server
Claim
Enable AI assistants to perform real-time web searches, academic paper searches…
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| 52806 |
Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sell…
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| 52807 |
Hevy MCP Pro
Claim
A production-ready MCP server for the Hevy fitness API that exposes 27 tools fo…
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| 52808 |
AI HomeDesign MCP
Claim
MCP server to virtually stage, redesign, enhance and declutter real-estate phot…
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| 52809 |
Brazil payments for AI agents — Pix, cards, boleto via Mercado Pago. Never hold…
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| 52810 |
CloudBase-AI-ToolKit
Claim
One-stop backend services for WeChat Mini-Programs and full-stack apps. Provide…
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| 52811 |
Motley MCP Server
Claim
Live NYC family data: neighborhoods, schools, admissions, safety, health, and r…
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| 52812 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 52813 |
krexel-mcp
Claim
MCP server for Krexel — ship and edit websites from any AI assistant that speak…
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| 52814 |
valoria-intelligence
Claim
Find where the money is in AI services. See what's earning and find market gaps.
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| 52815 |
CSMAR MCP Server
Claim
Enables access to the CSMAR financial database via MCP, providing tools for que…
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| 52816 |
MCP-Bastion
Claim
Security middleware for MCP. Blocks prompt injection, PII leakage, and resource…
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| 52817 |
TMDB MCP Server
Claim
Provides access to The Movie Database (TMDB) API for searching movies, retrievi…
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| 52818 |
codeweb
Claim
Your agents break less code and burn fewer tokens — a deterministic call graph …
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| 52819 |
Whoishiring MCP Server
Claim
Enables Claude Desktop to scan, analyze, and track job postings from Hacker New…
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| 52820 |
Exomem
Claim
Local Markdown/Obsidian knowledge substrate for MCP agents with governed memory…
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| 52821 |
MysticAPI
Claim
Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL …
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| 52822 |
CNPC JavaDoc MCP Server
Claim
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
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| 52823 |
Obsidian MCP Server
Claim
A Model Context Protocol (MCP) server that provides AI assistants with access t…
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| 52824 |
mcp-csv-database
Claim
Loads CSV files into a temporary SQLite database and provides comprehensive dat…
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| 52825 |
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
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| 52826 |
brasil-mcp-essentials
Claim
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
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| 52827 |
youtube-transcript-dev
Claim
YouTube Transcript MCP Server
MCP server for YouTubeTranscript.dev. Extract Y…
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| 52828 |
Search, verify, and profile SEC-registered investment advisers. Powered by live…
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| 52829 |
@yawlabs/tailscale-mcp
Claim
Manage your Tailscale tailnet - devices, ACLs, DNS, keys, and more - through na…
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| 52830 |
Vec Memory MCP Server
Claim
Provides graph-based semantic memory storage and retrieval using vector embeddi…
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| 52831 |
shopee-mcp
Claim
MCP server for searching Shopee products in Singapore or Indonesia and generati…
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| 52832 |
GitLab CI MCP Server
Claim
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
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| 52833 |
ProductBrain
Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
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| 52834 |
Photon MCP iMessage
Claim
Exposes 67 MCP tools for iMessage including chats, messages, attachments, conta…
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| 52835 |
keygenix-mcp
Claim
Non-custodial TEE key management and signing for AI agents, supporting multiple…
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| 52836 |
meok-attestation-verify
Claim
Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, N…
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| 52837 |
claude-mcp-bridge
Claim
MCP server that lets any agent or MCP host delegate tasks to Claude Code runnin…
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| 52838 |
MCP Database Filesystem
Claim
Enables SQL Server database operations (queries, table management) and file sys…
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| 52839 |
Remote MCP Server
Claim
A Cloudflare Workers-based MCP server that enables connecting AI assistants lik…
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| 52840 |
M3
Claim
Enables querying MIMIC-IV medical data using natural language through MCP clien…
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| 52841 |
anzsco-mcp
Claim
Enables AI assistants to search and explore Australian occupation codes (ANZSCO…
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| 52842 |
agent-nero
Claim
Agent NERO is an MCP server that enables Claude Code to spawn, manage, and comm…
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| 52843 |
mcp-server-zipcode-jp
Claim
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
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| 52844 |
AI Travel Planner MCP
Claim
An AI-powered travel planning assistant that fetches live weather, generates pa…
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| 52845 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
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| 52846 |
fleet-mcp
Claim
A unified MCP server for managing hosting fleets, enabling natural language con…
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| 52847 |
remotion-superpowers
Claim
🎬 Claude Code plugin — full video production studio for Remotion. AI voiceovers…
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| 52848 |
TokenSaver
Claim
Token-efficient C#, Razor, and .NET file views for AI assistants. 50-95% token …
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| 52849 |
AskMia eSIM MCP Server
Claim
## AskMia eSIM MCP Server
AskMia MCP Server enables AI agents to search and se…
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| 52850 |
import-guardian
Claim
Catch AI-hallucinated (slopsquatted) npm imports in generated code before npm i…
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