MCP Server Quality Scores

Independent quality analysis of 46053 public MCP servers

46053
Discovered
29524
Scored
2112
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42901
siennag-mcp
Generates branded presentations in PowerPoint and HTML formats from a deck spec…
N/A N/A
42902
AnirudhB-6001
A local-first personal RAG memory system that turns AI conversation history int…
N/A N/A
42903
darknodebros
Conectica Claim
An MCP server that enables multiple AI models (Claude, ChatGPT, Gemini) to shar…
N/A N/A
42904
alaiba
grepsense Claim
Provides two-modal code search (lexical via Zoekt and semantic via ChromaDB emb…
42905
felores
A security-hardened MCP server for TickTick that enables managing your tasks di…
42906
Brotal-LLC
ilma Claim
Framework-agnostic MCP server for agent memory with Postgres + pgvector, enabli…
N/A N/A
42907
lucdesign
Enables AI assistants to automate Adobe InDesign publishing workflows, includin…
N/A N/A
42908
tohmze
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
N/A N/A
42909
niklasmeixner-langdock
Enables creating and editing draw.io diagrams from structured descriptions, ren…
N/A N/A
42910
LowEntry
Amber Claim
Long-term memory for AI assistants. Hybrid retrieval, query expansion, auto-top…
42911
bernardjhuang
agenttune Claim
Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline pers…
42912
paullippert
A comprehensive Model Context Protocol server for PocketBase that provides both…
N/A N/A 95
42913
Raroford32
azm Claim
N/A N/A 95
42914
swseo92
outlook-mcp Claim
N/A N/A 95
42915
harryhazza77
aws-safe-mcp Claim
A read-only MCP server for safe, structured investigation of AWS serverless res…
N/A N/A
42916
KvFxKaido
A Playwright-based MCP server that prioritizes browser observation over automat…
N/A N/A 95
42917
neondatabase-labs
neon Claim 1
MCP server for interacting with Neon Management API and databases
86
42918 N/A N/A 95
42919
markmhendrickson
Provides Bitcoin and Stacks wallet operations including sending, receiving, bal…
N/A N/A
42920
igor-olikh
Connects OpenSpec specification system to AI coding assistants, enabling automa…
N/A N/A
42921
Marckello
Enables AI assistants to interact with WooCommerce stores through 37 specialize…
81
42922
arifszn
wordly Claim
An MCP App that provides an interactive UI for visualizing multiple rewritten v…
N/A N/A
42923
julesbonnard
MCP server exposing AFP news content as tools for AI assistants, enabling artic…
42924
zw008
VMware vSphere compliance and hardening — read-only baseline scanning plus drif…
42925
pjqdyd
MCP-TS-DEMO Claim
A TypeScript MCP server demo supporting local Stdio and remote Streamable HTTP,…
N/A N/A
42926 N/A N/A 95
42927
ENGRZULQARNAIN
MCP server enabling AI models to list S3 buckets, objects, and download files s…
42928
lordbasilaiassistant-sudo
Enables deploying ERC-20 tokens on Base mainnet via the SimpleTokenFactory cont…
42929
Joakim-Sael
Enables AI agents to share and use community-contributed browser configs, dynam…
N/A N/A
42930
govannes
Gleanit Claim
Search, read, and write highlights, notes, screenshots, collections, projects, …
42931
aadilr
Convert files between 690+ formats: image, video, audio, documents, ebooks, arc…
42932
JosiahSiegel
An MCP server that lets host-side Claude Cowork dispatch work into Claude Code …
N/A N/A
42933 N/A N/A 95
42934
nazar256
Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…
42935
HugoWw
MCP-EXP Claim
Experimental MCP server that integrates OpenAI and Serper APIs for news search,…
42936
Boulea7
agy-mcp Claim
Wraps Google Antigravity CLI into 11 typed MCP tools, enabling any MCP client t…
N/A N/A
42937
wfz0345
test1 Claim
N/A N/A 95
42938
wtfisai
smithery-mcp Claim
N/A N/A 95
42939
masumi-network
Connects AI clients to decentralized agent discovery, hiring, monitoring, and p…
N/A N/A
42940
henrique-coder
An advanced, high-performance Python client, MCP server, and REST API for rever…
N/A N/A
42941
Shanksg
skills for claw services and msp
N/A N/A
42942
rsweeting1
PixelVault Claim
AI asset compliance and licensing. Search pre-cleared assets matched to your br…
42943
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
42944
Kynlos
ftp-mcp Claim
An enterprise-grade MCP server for FTP and SFTP operations optimized for AI cod…
N/A N/A
42945
Jack-Abyss
MCP server that connects Garmin Connect data to Claude, enabling training analy…
N/A N/A
42946
fastmcp-me
AI-driven startup risk analysis server using Gemini, providing comprehensive as…
42947
AiAgentKarl
Enables AI agents to create, compare, and track purchases with structured buyin…
N/A N/A
42948
googlarz
Complete Vinted MCP and CLI Server
42949
Leander-Andersen
Enables querying MyAnimeList data (anime search, rankings, seasonal anime, user…
42950
iceycn
Enables AI assistants to manage Juejin articles directly via natural language, …
Showing 42901–42950 of 46053 servers
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