MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56051
klein-business
Cite-grade German legal-text infrastructure for LLM agents, providing access to…
56052
VoTrongHoang-Dyor
Enables AI agents to read and write structured, human-verified wiki knowledge i…
N/A N/A 95
56053
DRX-1877
Enables developers to extract and organize Figma design files, including comple…
N/A N/A
56054
amcheste
overleaf-mcp Claim
Enables editing Overleaf projects from Claude, with tools to list, read, edit, …
56055
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
56056
civdata
Query US environmental compliance data — 6.8M+ regulated facilities and 1M+ vio…
81
56057
kairogenai
Kairogen MCP Claim
MCP server for Kairogen that enables generating images and videos with various …
56058
maryamtb
Rook Claim
Save anything from your AI chats to Rook, the notes app for code. With one tool…
N/A N/A
56059
l0kifs
Manages a persistent todo list with SQLite storage, reminder notifications, and…
N/A N/A
56060
hazoservices
gotimer-mcp Claim
81
56061
YugantM
Pre-connect trust checks for AI agents and MCP servers using HVTracker's public…
56062
001TMF
blatant-why Claim
AI-powered biologics design campaign agent — multi-agent orchestration with Bol…
N/A N/A
56063
execution-run
Enables AI agents to interact with the Execute.run bot API for managing Shell b…
81
56064
arthaxGarage
omni-memory Claim
A fully-local AI memory system that saves notes, code, and terminal output to a…
N/A N/A
56065
tsilva
mcp-wandb Claim
Enables LLM agents to query Weights & Biases experiments, including listing pro…
56066
Chakit22
A generic MCP server that converts .graphql query files into tools for Claude, …
56067
Heretek-RE
re-winedbg Claim
Enables headless debugging of Windows executables from Linux/macOS hosts by orc…
N/A N/A
56068
Pixel-Aly
AI listing workflow for Etsy sellers: listings, images, mockups, KDP copy & ad …
56069
HeXis-YS
A remote MCP server deployed on Cloudflare Workers that integrates with Mem0 to…
56070
Heretek-RE
re-yara Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
N/A N/A
56071
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
N/A N/A
56072
Heretek-RE
re-triton Claim
MCP server that exposes the Triton library for symbolic execution, taint analys…
N/A N/A
56073
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
56074
SBolivarLoL
Clover POS Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
N/A N/A
56075
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
56076
Heretek-RE
MCP server for writing Markdown report fragments to files with path safety and …
N/A N/A
56077
haymon-ai
database Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
N/A N/A 95
56078
Fascinax
Inspectra Claim
Enables hybrid code audits using MCP tools across 12 domains, producing structu…
N/A N/A
56079
mokhtarabadi
blowsh-mcp Claim
Enables AI agents to browse and extract content from JavaScript-rendered web pa…
56080
Tulimoa
Tulimoa Claim
Discover curated SaaS and AI-agent tools from the Tulimoa directory.
56081
bholzer
MCP server for the tastytrade brokerage API, providing tools for account manage…
56082
Artemis-xyz
Enables interaction with the Artemis API to retrieve and analyze cryptocurrency…
N/A N/A 95
56083
zjandrew
MCP proxy server for ThinkingEngine with automatic browser-based authentication…
N/A N/A
56084
RyanWang945
FastMCP server for querying FRED financial and macroeconomic data, providing to…
56085
advanced-security
Enables AI-assisted development of CodeQL queries for security analysis through…
N/A N/A
56086
shoumikdc
Say Hello Claim
Create personalized greetings for anyone by name. Switch on Pirate Mode for fun…
N/A N/A 95
56087
10.blaylock.10
project10 Claim
N/A N/A 95
56088
bughide011
test111
N/A N/A 95
56089
itsocialist
Enables interaction with Canny.io customer feedback platform through natural la…
81
56090
jmagar
Arcane MCP Claim
AI-powered Docker management server that enables natural language control of en…
56091
ZHANG-923-ZE
origin-MCP Claim
Enables AI assistants to control Origin 2025b for scientific plotting via natur…
N/A N/A
56092
ishan-maheshwari
DicePDF Claim
Local-first PDF tools for AI agents: merge, split, extract, render, compress. F…
N/A N/A
56093
Dmitriusan
A lightweight npm MCP server for deep Redis diagnostics, offering tools for mem…
N/A N/A
56094
Temple-of-Epiphany
IMAP MCP Pro Claim
Production IMAP & SMTP for Claude: multi-account email search, triage, send, an…
N/A N/A
56095
hnizdiljan
Integrates with EasyProject API to manage projects, tasks, users, time tracking…
56096
damagethundercat
PureData-MCP Claim
Control and live-patch Pure Data from AI agents via the Model Context Protocol.
N/A N/A
56097
felipemarcon-TTI
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
56098
mdowis
anansi Claim
A self-healing web scraper built for hostile sites: selectors repair themselves…
N/A N/A
56099
dasunmihiranga
An MCP server that automates code review by providing syntax checking, code exp…
56100
consumeobeydie
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
Showing 56051–56100 of 57160 servers