MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51301
jason21wc
A semantic retrieval system that gives AI assistants on-demand access to domain…
N/A N/A
51302
adrianoamaral
pixel-mcp Claim
An MCP server that enables AI coding agents to create pixel art programmaticall…
N/A N/A
51303
KyaniteLabs
mcp-video Claim
Guardrailed FFmpeg video MCP server with Hyperframes and repurposing tools.
N/A N/A
51304
VoTrongHoang-Dyor
Enables AI agents to read and write structured, human-verified wiki knowledge i…
N/A N/A 95
51305
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
51306
yasg1988
MCP server to control Yandex Station speakers with Alice: manage music, radio, …
51307
darkmatter-hub
Universal MCP server that emits Context Passport records for AI agent decisions…
N/A N/A
51308
seajhawk
Enables listing, loading, unloading, and configuring models in LM Studio via MC…
N/A N/A
51309
AbhiShrek07
Repo Recap Claim
Enables Claude to query GitHub repositories in plain English, fetching recent a…
51310
niduran-orion
odoo-mcp-uvx Claim
A read-only MCP server that enables AI assistants to query Odoo instances via X…
N/A N/A
51311
linomck
A powerful Model Context Protocol (MCP) server that seamlessly integrates AI as…
51312
digitalgremlin
MCP server: is this GitHub repo still maintained? A verdict.
51313
cloudtype-examples
A simple MCP server for task management with Bearer token authentication, suppo…
51314
jeffmm
A Slack MCP server that gives AI assistants tools to read, search, and interact…
N/A N/A
51315
billy12151
A lightweight, fully local MCP server that provides AI coding tools with a shar…
N/A N/A
51316
ashishmerani
Connects Claude Desktop to Yodlee financial data, enabling account management, …
51317
ashlarforge
iotforge Claim
Enables AI assistants to discover and control IoT devices on local networks and…
N/A N/A
51318
pipeworx-io
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
51319
derrickjudge
nvd-mcp Claim
An MCP server that brings NIST National Vulnerability Database (NVD) intelligen…
51320
BAiSEDagent
MCP server that exposes Polymarket prediction markets via CLI wrapper. Enables …
N/A N/A
51321
khansabassem
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
N/A N/A
51322
Leluth
UnderPixel Claim
Records, replays, and correlates visual and API events in the browser, enabling…
N/A N/A
51323
tenbux
MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claud…
N/A N/A
51324
pipeworx-io
Enables AI agents to access live weather data from Environment and Climate Chan…
51325
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
51326
deepxk2403
A custom MCP server providing semantic note memory (Qdrant + FastEmbed) and opt…
N/A N/A
51327
voidly-ai
voidmail Claim
Email for AI agents. Create inboxes, send and receive emails without phone or C…
51328
bryankemp
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
51329
anusoft
ultrastealth Claim
Enables Claude to perform stealth browser automation with anti-detection, inclu…
N/A N/A
51330
MVPandey
Enables users to optimize LLM responses using Monte Carlo Tree Search (MCTS) th…
51331
jarrodcoulter
An MCP server that provides Nmap scanning tools such as ping, port scans, servi…
N/A N/A
51332
berry-13
Parses UEFN Verse build diagnostics from UnrealEditorFortnite.log and exposes s…
N/A N/A
51333
Palanx
An MCP server that exposes a fully offline RAG library of books (PDFs, EPUBs, m…
N/A N/A
51334
cjLee-cmd
Unified MCP server for converting Markdown to HWPX documents or generating new …
N/A N/A
51335
damupi
This MCP server provides LLMs with programmatic access to Google Search Console…
51336
dennisonbertram
Integrates with Rotki portfolio tracker to provide portfolio overview, prices, …
N/A N/A
51337
wellmb
DPLoy Claim
Enables AI agents to deploy applications and manage servers over SSH using natu…
N/A N/A
51338
dearlordylord
Voila.ca groceries MCP for card management, product search and order history an…
51339
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A 95
51340
maxvbailey
MCP server exposing the Deliverect Commerce API for voice/AI assistant integrat…
N/A N/A
51341
n2ns
n2n-nexus Claim
A local digital asset hub for multi-AI assistant collaboration, offering real-t…
N/A N/A 95
51342
haiduongacm
Unifi AP MCP Claim
MCP server for UniFi Network Controller that provides full API coverage for man…
51343
bonsai
MCP server for collecting and analyzing CLI/web server error logs. Enables watc…
N/A N/A
51344
Sudo-psc
A comprehensive MCP server for integrating with the NINSAÚDE Clinic API, provid…
N/A N/A
51345
lambda-capture
MCP server that enables semantic search over macroeconomic data using the Lambd…
51346
amancodingrepo
skillgod Claim
An MCP server that automatically injects relevant skills, project memory, and r…
N/A N/A
51347
10.blaylock.10
project10 Claim
N/A N/A 95
51348
zmofei
Enables browsing Mofei's blog posts, fetching article details, comments, and re…
N/A N/A
51349
nguyenph88
Controls Adobe Premiere Pro via Claude, enabling automated beat-synced editing,…
N/A N/A
51350
Yukuiii
any-db-mcp Claim
A multi-database MCP server that enables LLMs to safely interact with MySQL, Po…
N/A N/A
Showing 51301–51350 of 66502 servers