MCP Server Quality Scores

Independent quality analysis of 60387 public MCP servers

60387
Discovered
29937
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60351
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
60352
PierrunoYT
Enables AI-powered image generation using the Ideogram V3 Balanced model via Re…
81
60353
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
60354
plusplusoneplusplus
MCP Server Claim
AI-powered command execution and tool plugin framework with secure Python evalu…
60355
den-indance
Google Trends MCP with proxy rotation, auto-retry on Google blocks, residential…
N/A N/A
60356
AI-Scarlett
Enables read-only interaction with App Store Connect via MCP tools, including l…
N/A N/A
60357
pipeworx-io
mcp-scryfall Claim
Provides access to Magic: The Gathering card database, enabling listing of sets…
60358
PsychQuant
che-word-mcp Claim
Swift-native MCP server for Word (.docx) document manipulation. 148 tools for c…
N/A N/A
60359
jesonchen123
Modular monolithic FastAPI shared AI service platform providing config center, …
60360
HughKantsime
Enables AI agents to operate a 3D print farm via O.D.I.N. backend, including jo…
N/A N/A
60361
AankitPaudel
An AI agent system that monitors manufacturing equipment health using the Model…
N/A N/A
60362
dokdosolutions-us
lucky Claim
🍀✨ MCP server for Clover POS — restaurant operations, inventory, orders, analyt…
N/A N/A
60363
leosakharoff
Bandcamp MCP Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
60364
Woodman97
Pay-per-task AI agent for writing, research, code, DeFi & blockchain. Pay in US…
60365
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
60366
summitmktg
PodMaster Claim
Local podcast transcription, embedding, and semantic search with an MCP server …
N/A N/A
60367
samrasugu
MCP Server Claim
A TypeScript MCP server that evaluates MCP capabilities over RAG approaches, in…
60368
franckh-stack
mcp-datagouv Claim
MCP server to query French Open Data from data.gouv.fr
60369
aryn-ai
Enables processing PDFs via Aryn's API, typically used with a filesystem MCP se…
N/A N/A
60370
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
60371
unrealandychan
Enables mathematical operations such as addition, subtraction, multiplication, …
60372
yaoyuansh
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
N/A N/A
60373
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
81
60374
ntwkrgr
bear-mcp Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
N/A N/A
60375
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
60376
AdamWalt
Enables AI assistants to access Oura Ring health data including sleep, readines…
60377
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
60378
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
60379
Mogacode-ma
Unofficial MCP server for Infomaniak (web hosting, mail, DNS, kDrive, SSL, AI).…
N/A N/A
60380
cuber-it
A full-featured MCP server for local development with filesystem, shell, editor…
N/A N/A
60381
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
60382
van-reflect
Privacy-first AI memory system with MCP server for managing user-authored memor…
60383
alexkess
MCP server for Publer social media management API, enabling AI assistants to sc…
60384
server Claim 1
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals …
N/A N/A 69
60385
eventtrader
EventTrader Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
N/A N/A
60386
grat-cellpm
Integrates with Google Docs and Gmail to enable document editing and email draf…
N/A N/A
60387
AlessandroB1989
Passepartout Claim
Enables AI assistants to manage content on self-hosted WordPress sites via the …
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