MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42901 |
FlowPresentationMCP
Claim
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
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| 42902 |
Chronicle Beta
Claim
A local-first personal RAG memory system that turns AI conversation history int…
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| 42903 |
Conectica
Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
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| 42904 |
grepsense
Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
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| 42905 |
TickTick MCP Server
Claim
A security-hardened MCP server for TickTick that enables managing your tasks di…
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| 42906 |
ilma
Claim
Framework-agnostic MCP server for agent memory with Postgres + pgvector, enabli…
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| 42907 |
indesign-mcp-server
Claim
Enables AI assistants to automate Adobe InDesign publishing workflows, includin…
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| 42908 |
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
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| 42909 |
drawio-mcp-server
Claim
Enables creating and editing draw.io diagrams from structured descriptions, ren…
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| 42910 |
Amber
Claim
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-top…
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| 42911 |
agenttune
Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
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| 42912 |
PocketBase MCP Server
Claim
A comprehensive Model Context Protocol server for PocketBase that provides both…
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| 42913 |
azm
Claim
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| 42914 |
outlook-mcp
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| 42915 |
aws-safe-mcp
Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
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| 42916 |
A Playwright-based MCP server that prioritizes browser observation over automat…
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| 42917 |
MCP server for interacting with Neon Management API and databases
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| 42918 |
lifestyle-dominates
Claim
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| 42919 |
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
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| 42920 |
OpenSpec MCP Server
Claim
Connects OpenSpec specification system to AI coding assistants, enabling automa…
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| 42921 |
MCP WooCommerce Server
Claim
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
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| 42922 |
wordly
Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
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| 42923 |
afpnews-mcp-server
Claim
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
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| 42924 |
VMware-Harden
Claim
VMware vSphere compliance and hardening — read-only baseline scanning plus drif…
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| 42925 |
MCP-TS-DEMO
Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
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| 42926 |
testlocal_mcp1
Claim
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| 42927 |
mcp-s3-server
Claim
MCP server enabling AI models to list S3 buckets, objects, and download files s…
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| 42928 |
base-token-factory
Claim
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
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| 42929 |
MoltBrowser MCP Server
Claim
Enables AI agents to share and use community-contributed browser configs, dynam…
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| 42930 |
Gleanit
Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
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| 42931 |
ChangeThisFile
Claim
Convert files between 690+ formats: image, video, audio, documents, ebooks, arc…
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| 42932 |
claude-bridge
Claim
An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …
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| 42933 |
afrikure-medicine-mcp
Claim
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| 42934 |
firefox-relay-mcp
Claim
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
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| 42935 |
MCP-EXP
Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
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| 42936 |
agy-mcp
Claim
Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client t…
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| 42937 |
test1
Claim
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| 42938 |
smithery-mcp
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| 42939 |
Masumi Agent Manager
Claim
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
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| 42940 |
perplexity-webui-scraper
Claim
An advanced, high-performance Python client, MCP server, and REST API for rever…
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| 42941 |
cawskills-mcp
Claim
skills for claw services and msp
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| 42942 |
PixelVault
Claim
AI asset compliance and licensing. Search pre-cleared assets matched to your br…
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| 42943 |
airbnb_search
Claim
An Airbnb search desktop extension that offers advanced filtering features and …
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| 42944 |
ftp-mcp
Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
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| 42945 |
claude-garmin
Claim
MCP server that connects Garmin Connect data to Claude, enabling training analy…
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| 42946 |
PitchLense MCP
Claim
AI-driven startup risk analysis server using Gemini, providing comprehensive as…
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| 42947 |
Enables AI agents to create, compare, and track purchases with structured buyin…
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| 42948 |
Complete Vinted MCP and CLI Server
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| 42949 |
mal-mcp-worker
Claim
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
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| 42950 |
juejin-release-mcp
Claim
Enables AI assistants to manage Juejin articles directly via natural language, …
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