MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56751
xdevplatform
A local MCP server that exposes the X API (formerly Twitter API) as tools, enab…
N/A N/A
56752
Draco-Cheng
A smart documentation system that helps AI assistants understand and follow you…
N/A N/A
56753
geraservicesuk
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
N/A N/A 83
56754
IanGuiloff
LeyChile MCP Claim
MCP server that connects AI to the Chilean legislation system (Ley Chile) for r…
56755
NovadaLabs
novada-mcp Claim
One MCP server. All web data. Search, scrape, crawl, proxy, and AI research — i…
56756
Pikaivan
ConvRadar Claim
GA4 conversion analyst inside Claude — funnel drops, traffic anomalies, device …
56757
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
81
56758
Isak-Landin
Docker MCP Claim
Enables remote Docker management over SSH via a local MCP server, providing too…
N/A N/A
56759
Mogacode-ma
Agency-grade MCP for WordPress Elementor — multi-site, safe edits, templates, v…
N/A N/A
56760
wangdiandao
A Godot 4 MCP server for AI-assisted project inspection, editing, validation, a…
N/A N/A
56761
stephenpjones
An MCP server that combines sequential thinking with persistent memory through …
56762
Teja-sudo
Provides PostgreSQL database management and analysis via MCP, enabling schema e…
56763
CaptainJi
Enables LLMs to execute CLI commands and scripts for system deployment and mana…
56764
xiaobenyang-com
An MCP server for obtaining the README content, metadata and search function of…
N/A N/A 95
56765
adelaidasofia
FastMCP server for bidirectional sync between personal and team Obsidian vaults.
N/A N/A
56766
wheelfor
wheelfor-mcp Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
56767
TunnelMind
Tracker / Sigil / Cross-lens — every TunnelMind Data API operation as one MCP s…
56768
Estonian Business Register: companies, people, beneficial owners, trademarks. F…
56769
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
56770
jlowin
FastMCP Claim
A high-level framework for building MCP servers in Python
N/A N/A 95
56771
crabcut
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
81
56772
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
56773
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
56774
chrischall
gemini-mcp Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
N/A N/A
56775
13shivam
FaceTron is a high-performance face embedding server with ONNX Runtime, dynamic…
56776
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
56777
hunter-volkman
An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It…
N/A N/A
56778
One-MCP
Multi MCP Claim
An MCP server that proxies multiple MCP servers, allowing you to configure and …
N/A N/A
56779
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
56780
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
N/A N/A
56781
Themoneyhollic
Enables generating AI-powered presentations via the Gamma API directly from MCP…
56782
SiftingIO
Exposes the SiftingIO market-data SDK to AI assistants, enabling live prices, f…
56783
Teatechnologies
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
56784
hotonlabs
hoton-mcp Claim
Enables AI agents to purchase Telegram Stars, Premium, and TON top-ups by build…
56785
sailquery
Find the stories worth writing about: discover emerging stories, rank the angle…
56786
indiestack
IndieStack Claim
Open-source supply chain for AI agents. 3,000+ indie creations across 25 catego…
N/A N/A 95
56787
wayanvota
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
81
56788
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
56789
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
56790
socialityio
Social media analytics, post insights, and competitor benchmarking for AI agent…
56791
pedroalexleite
Copilot MCP Claim
MCP server exposing 14 real-time financial data tools to Microsoft Copilot Stud…
56792
carminelau
Enables multi-tier AI-detection screening on academic papers by extracting text…
N/A N/A
56793
rabia-s
An MCP server with six tools including web search, URL fetching, math calculati…
N/A N/A
56794
astrobleem
mame-mcp Claim
Enables MAME reverse engineering tasks including memory access tracing, input i…
N/A N/A
56795
tutorcruncher
git-mcp Claim
Connects Claude to GitHub via OAuth and proxies official GitHub MCP tools, allo…
56796
busportals
Portals MCP Claim
Enables Claude to design and build interactive 3D games within the Portals virt…
81
56797
thomfilg
ie-mcp Claim
Enables LLMs to drive Edge in IE mode for automating legacy IE-only web applica…
N/A N/A
56798
dmang-dev
mcp-mgba Claim
Drive the [mGBA](https://mgba.io) Game Boy Advance emulator from any MCP client…
N/A N/A
56799
YonasValentin
Local-first memory for Claude Code and any MCP client: hybrid search + knowledg…
N/A N/A
56800
elliot-evno
ddg--mcp5 Claim
A basic MCP server template with example tools including message echo and serve…
N/A N/A 95
Showing 56751–56800 of 56925 servers