MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52551
singhjitesh889-blip
MCP server exposing Shopify commerce backend with ~22 typed tools for orders, i…
— ○ ⏳ — — — — — —
52552
CognitionAI
Enables AI assistants to interact with Metabase's analytics platform, managing …
— ○ ⏳ — — — — — —
52553
weiting-tw
mcp-email Claim
MCP server that enables email management (send, read, search, delete, etc.) via…
— ○ ⏳ — N/A N/A — — —
52554
kk520879
MCP server for converting images into sketch styles (classic, detailed, soft) w…
— ○ ⏳ — N/A N/A — — —
52555
BusyBee3333
Comprehensive MCP server for Wave Accounting, providing 45+ tools across invoic…
— ○ ⏳ — N/A N/A — — —
52556
nickthelegend
molfi-mcp Claim
Enables LLM agents to trade private prediction markets on HashKey Chain, includ…
— ○ ⏳ — — — — — —
52557
joe5saia
nyt-mcp Claim
MCP server for New York Times APIs, enabling search, top stories, popular artic…
— ○ ⏳ — — — — — —
52558
borderlessboy
Enables natural language search and analysis of arXiv academic papers with AI-p…
— ○ ⏳ — — — — — —
52559
1olegshev
A collection of MCP servers for Slack, Jira, Confluence, and release coordinati…
— ○ ⏳ — N/A N/A — — —
52560
G12789
Bridges a vision model to enable text-only models like DeepSeek to describe ima…
— ○ ⏳ — N/A N/A — — —
52561
ChessMess
Lets AI assistants control the physical Return to Dark Tower board game tower v…
— ○ ⏳ — N/A N/A — — —
52562
simonluke
Enables AI agents to load, translate, simulate, and analyze Modelica models in …
— ○ ⏳ — N/A N/A — — —
52563
mtuska
Enables Claude to interact with HacknPlan project management via the MCP protoc…
— ○ ⏳ — — — — — —
52564
iamalii27
Enables Claude Desktop to detect construction site hazards from photos, analyze…
— ○ ⏳ — — — — — —
52565
prathx0
drozer-mcp Claim
MCP server wrapping Drozer for LLM-driven Android IPC security testing, enablin…
— ○ ⏳ — N/A N/A — — —
52566
TwelveTake-Studios
An MCP server that lets an AI assistant read, explain, and (soon) edit Line 6 H…
— ○ ⏳ — N/A N/A — — —
52567
KhushalB25
Local-first encrypted key-value vault for securely storing and retrieving secre…
— ○ ⏳ — N/A N/A — — —
52568
zakkii-k
A proxy that intercepts MCP responses to reduce token consumption by compressin…
— ○ ⏳ — N/A N/A — — —
52569
stuzero
A Model Context Protocol server for PostgreSQL databases that enables AI agents…
— ○ ⏳ — — — — — —
52570
pipeworx-io
Enables querying City of Asheville open geospatial data (parcels, zoning, etc.)…
— ○ ⏳ — — — — — —
52571
d3hl
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
— ○ ⏳ — — — — — —
52572
dandye
A collection of MCP servers that dynamically wrap existing Python SDKs (Google …
— ○ ⏳ — N/A N/A — — —
52573
Knuckles-Team
Enables AI agents to manage system updates, application installations, and remo…
— ○ ⏳ — — — — — —
52574
wallettriage
Real-time exploit-exposure check for EVM wallets with x402 USDC payments, no si…
— ○ ⏳ — — — — — —
52575
serversmx
alexa-mcp Claim
An MCP server that lets LLMs control Amazon Alexa devices, including announceme…
— ○ ⏳ — N/A N/A — — —
52576
lfylow
An MCP server that lets AI agents review code using language models, supporting…
— ○ ⏳ — N/A N/A — — —
52577
Arvindh95Censof
kb-mcp Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
— ○ ⏳ — N/A N/A — — —
52578
Santuri Claim 1
Search official documentation for well-known libraries.
— ○ — N/A N/A — 81 —
52579
startino
Provides full read-write access to PostgreSQL databases with advanced transacti…
— ○ ⏳ — N/A N/A — — —
52580
fastmcp-me
Enables AI-powered analysis of Korean stock market data and corporate disclosur…
— ○ ⏳ — — — — — —
52581
igtm
launchd-mcp Claim
Manage macOS launchd jobs from MCP tools with support for Python-script tasks, …
— ○ ⏳ — N/A N/A — 95 —
52582
NathanHartkopf
Gyst MCP Claim
Enables listing and updating clients, projects, and tickets from your editor vi…
— ○ ⏳ — — — — 81 —
52583
itto-ki
An MCP server that provides technical consultation, code review, and code expla…
— ○ ⏳ — N/A N/A — — —
52584
agenticledger
A Model Context Protocol server exposing the freight accrual pipeline as reusab…
— ○ ⏳ — N/A N/A — — —
52585
etairl
MCP server for parallel browser automation across multiple providers.
— ○ ⏳ — N/A N/A — — —
52586
piotron
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
— ○ ⏳ — N/A N/A — — —
52587
alexandre-axioma
axiom8-mcp Claim
AI-powered n8n documentation server that enables intelligent semantic search an…
— ○ ⏳ — N/A N/A — — —
52588
a526800921
Wingman Claim
A wingman MCP server for Claude Code that provides auxiliary tools for file sum…
— ○ ⏳ — N/A N/A — — —
52589
RemseyMailjard
A demo MCP server for training purposes, providing mocked tools for exchange ra…
— ○ ⏳ — N/A N/A — — —
52590
imikailoby
Comics MCP Claim
Model Context Protocol server for comic data sources with plugin architecture, …
— ○ ⏳ — — — — — —
52591
xiaolai
Provides Claude with long-term memory by indexing conversation history, enablin…
— ○ ⏳ — N/A N/A — — —
52592
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
— ○ ⏳ — — — — 81 —
52593
yuvitbatra
Forge Claim
A local MCP server that enables AI agents to create and edit parametric CAD mod…
— ○ ⏳ — N/A N/A — — —
52594
senjoyee
An MCP server that wraps the Trading 212 Public API, enabling AI agents to inte…
— ○ ⏳ — — — — — —
52595
vincentvella
devloop Claim
Drives a browser - or a native Expo/React Native app - and your dev server, put…
— ○ ⏳ — N/A N/A — — —
52596
matematicsolutions
de-eli-mcp Claim
Searches and retrieves German federal legislation from NeuRIS, the official leg…
— ○ ⏳ — — — — — —
52597
DevCraftXCoder
SIEMen Claim
Enables AI agents to read, write, and search security findings, engagement memo…
— ○ ⏳ — — — — — —
52598
kimmo.jarvinen
my-test Claim
— ○ ⏳ — N/A N/A — 95 —
52599
aseltyar
odoo Claim
— ○ ⏳ — N/A N/A — 95 —
52600
openpharma-org
Model Context Protocol server providing access to the comprehensive DB pharmace…
— ○ ⏳ — N/A N/A — — —
Showing 52551–52600 of 69182 servers