MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56551 N/A N/A 95
56552
6551Team
Enables AI assistants to fetch news categories and hot news/tweets across vario…
56553
Jluethke
A unified MCP server for marketing analytics and management across Google Ads, …
56554
anhtuan2td
Personal AI assistant for your TradingView Desktop charts. Connects AI to your …
N/A N/A
56555
edurodelg
Optimizes your starting XI for Biwenger World Cup 2026 using fixed prices, with…
N/A N/A
56556
ronkoch2-code
A sandboxed MCP server for interacting with the Moltbook AI-agent social networ…
N/A N/A
56557
rickycm
MCP server for YouTube video summarization via Whisper transcription, enabling …
N/A N/A
56558
perfectra1n
A Model Context Protocol (MCP) server for interacting with TriliumNext via its …
56559
el95149
Enables querying Rapid7 InsightIDR logs using natural language through AI assis…
56560
jacobcxdev
MCP server that integrates Google Gemini CLI with AI assistants, enabling large…
N/A N/A
56561
nsmith
markpost Claim
An MCP server that formats and syndicates Markdown content to Twitter/X, Thread…
N/A N/A
56562
mytsx
Enables fetching and analyzing Gemini Code Assist reviews from GitHub pull requ…
56563
busse
Modular MCP server for interacting with a Flipper Zero from MCP-capable clients…
N/A N/A
56564
rhyspenn
askme-cli Claim
An MCP server that provides a user confirmation interface for AI assistants via…
N/A N/A
56565
peterb154
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
N/A N/A
56566
naster3
MCP server for reading, editing, and publishing Google Forms with the official …
N/A N/A
56567
Mengzuqing
MCP server enabling AI agents to request user feedback during tasks, reducing w…
N/A N/A
56568
scalably-io
Shopify MCP Claim
A read-only MCP server that exposes the full Shopify Admin GraphQL API through …
N/A N/A
56569
brunocramos
livechat-mcp Claim
Enables continuous voice conversation with AI coding assistants by locally tran…
N/A N/A
56570
NoAme2289-afk
Enables AI-powered creation, analysis, and visualization of Geometry Dash level…
N/A N/A
56571
marlonluo2018
Enables LLMs to safely execute pandas code for data analysis and generate inter…
N/A N/A
56572
abrahamADSK
maya-mcp Claim
Enables control of Autodesk Maya using natural language via Claude and the Mode…
N/A N/A
56573
consigcody94
Enables AI workflows to integrate with Notion workspaces, supporting page and d…
81
56574
Robiton
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
56575
islam3zzat
herdr-mcp Claim
Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…
N/A N/A
56576
KlossKarl
loom Claim
Local-first knowledge graph MCP server — hybrid BM25 + vector + graph retrieval…
N/A N/A
56577
JonathanReiss15
Enables AI assistants to search FamilySearch's Family Tree, view person details…
N/A N/A
56578
lantlos95
wertls Claim
N/A N/A 95
56579
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
56580
ogarciabrena
mcploy Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
56581
54dabang
An MCP server for generating offline charts using Apache ECharts SVG SSR and rs…
56582
mirasolutions06
AI Ops Agent Claim
An always-on AI chief-of-staff that manages tasks, calendar, notes, habits, and…
81
56583
d-rn
A WeChat Mini Program decompilation MCP server that enables scanning, decompili…
N/A N/A
56584
zaakirio
Bellows Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
N/A N/A
56585
theYahia
jazzcash-mcp Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
56586
Xczer
A small MCP server for managing todos, enabling assistants like Claude to creat…
N/A N/A
56587
mcpflow
neon-mcp Claim
Lightweight MCP server that allows agents to interface with the Neon REST API, …
56588
co-native-ab
graphdo-ts Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
N/A N/A
56589
JilongSun
An MCP-native enterprise operations platform that unifies team management, prod…
56590
zev
LastLook Data gives AI agents real-time access to US financial market data: Tre…
56591
mamisoa
datetime Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
N/A N/A
56592
pisigmac
wikicapsule Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
N/A N/A
56593
AHX47
ZimAgent Claim
Enables offline CRUD and semantic search on Wikipedia ZIM archives via MCP tool…
N/A N/A
56594
Chromatic0618
An MCP server that exposes Alipay AI Pay capabilities to AI agents, enabling sk…
56595
marcosfpina
Enables AI assistants like Claude to manage LLM inference by controlling model …
N/A N/A
56596
ceeyang-ai
A Model Context Protocol server for real-time cryptocurrency price data, market…
56597
sukrutkrdg
MCP server exposing x402 Bazaar's paid Base APIs (token risk/honeypot, prices, …
56598
lightblink
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
N/A N/A
56599
phara23
MCP server for Alpha Arcade prediction markets on Algorand. Enables AI agents t…
56600
veithly
Enables uploading images to a running PicGo application through its built-in se…
N/A N/A
Showing 56551–56600 of 66495 servers