MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66301
dnchandra
Enables management of Windows servers from Linux through an MCP server with per…
— ○ ⏳ — N/A N/A — 95 —
66302
xiaojiou176-open
Read-only MCP server for the local Campus Copilot BFF and imported workspace sn…
— ○ ⏳ — N/A N/A — 95 —
66303
avlihachev
Enables task management in OmniFocus, including reading, creating, updating, an…
— ○ ⏳ — N/A N/A — — —
66304
bloockchaindev
An open-source MCP server that collects errors from browser console and termina…
— ○ ⏳ — N/A N/A — — —
66305
madaoQ
Provides access to Claude models, message creation, token counting, and batch p…
— ○ ⏳ — — — — — —
66306
fnarel
MCP server providing tools to search Red Hat KCS solutions, retrieve solution d…
— ○ ⏳ — — — — — —
66307
mendableai
firecrawl ⚡ Claim
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Curs…
— ○ ⏳ — — — — 86 —
66308
ogunbaysal
xengager-mcp Claim
Provides programmatic X (Twitter) engagement via MCP, offering 24 tools for sea…
— ○ ⏳ — N/A N/A — — —
66309
ssoj13
Enables AI agents to control Blender 3D through 27 tools for scene manipulation…
— ○ ⏳ — N/A N/A — 95 —
66310
Paper trade prediction markets at live prices from your AI agent, and score eve…
— ○ — N/A N/A — 69 —
66311
hydai
An open-source MCP server that aggregates Taiwan public data sources (data.gov.…
— ○ ⏳ — — — — — —
66312
tiny-pilot
MCP server that exposes fleet-aware KVM primitives for AI agents to control Tin…
— ○ ⏳ — N/A N/A — — —
66313
metlem80
eighty Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
— ○ ⏳ — — — — — —
66314
aardpro
Enables AI assistants to read and extract text content from PDF, Excel, and Wor…
— ○ ⏳ — N/A N/A — — —
66315
cpramod
vision-mcp Claim
An MCP server that provides image analysis capabilities using vision-capable AI…
— ○ ⏳ — — — — — —
66316
nasimcoderex
A configurable MCP server for managing multiple GitHub repositories, branches, …
— ○ ⏳ — N/A N/A — — —
66317
Eyalm321
jlcpcb-mcp Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
— ○ ⏳ — N/A N/A — — —
66318
kumard3
Ghosthand Claim
Enables MCP-capable coding agents to read and drive the user's browser page wit…
— ○ ⏳ — N/A N/A — — —
66319
bultcloud
Bult Claim
Deploy and manage Bult apps from AI coding agents.
— ○ ⏳ — N/A N/A — — —
66320
Byte-Naut
Provides an MCP server for local low-power screen vision, enabling AI agents to…
— ○ ⏳ — N/A N/A — — —
66321
shokjak
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
— ○ ⏳ — — — — — —
66322
Open-Agent-Tools
Provides AI agents with tools for paper trading stocks, options, ETFs, and bond…
— ○ ⏳ — — — — — —
66323
emqx
Enables natural language interaction with industrial IoT devices using Sparkplu…
— ○ ⏳ — N/A N/A — — —
66324
cosmonote
Cosmonote Claim
Access your Cosmonote audio notes, transcriptions, summaries, and action items.
— ○ ⏳ — — — — — —
66325
moeharrington
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
— ○ ⏳ — N/A N/A — — —
66326
netloc8
netloc8-mcp Claim
Model Context Protocol server for the NetLoc8 IP geolocation API. Gives AI assi…
— ○ ⏳ — — — — — —
66327
TruVerifAI
Panel Review Claim
Guardian agent for AI coding: four frontier models review risky diffs and commi…
— ○ ⏳ — — — — — —
66328 — ○ ⏳ — N/A N/A — 95 —
66329
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
— ○ ⏳ — — — — — —
66330
the-meta-value
quantum_echo Claim
— ○ ⏳ — N/A N/A — 95 —
66331
chrisurf
A read-only MCP server that provides AI agents structured access to Jira Cloud,…
— ○ ⏳ — N/A N/A — — —
66332
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
— ○ ⏳ — — — — 81 —
66333
apex-500
calendar-mcp Claim
MCP server that lets AI agents manage Google Calendar -- create events, check a…
— ○ ⏳ — N/A N/A — — —
66334
NeoNexAI
Beebole MCP Claim
MCP server to connect Claude with Beebole for time tracking, enabling project a…
— ○ ⏳ — — — — — —
66335
stlkrdumb
mmxomni Claim
Model Context Protocol server exposing MiniMax's image, speech, music, and vide…
— ○ ⏳ — — — — — —
66336
namdzmaso02
Enables AI agents to interact with Metricool API for social media metrics, camp…
— ○ ⏳ — — — — — —
66337
qirabot
@qirabot/mcp Claim
Enables AI assistants to control mobile and desktop devices with natural langua…
— ○ ⏳ — — — — — —
66338
GongRzhe
Provides OpenCV computer vision capabilities for AI assistants, enabling image …
— ○ ⏳ — N/A N/A — — —
66339
sjgant80-hub
fallnet-mcp Claim
Exposes a sovereign peer-to-peer mesh (WebRTC + BroadcastChannel) to any MCP cl…
— ○ ⏳ — — — — — —
66340
maxime-fromentin
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
— ○ ⏳ — N/A N/A — — —
66341
oliverhees
lokyy-mcp Claim
This MCP server connects your AI to a knowledge base through semantic tools, en…
— ○ ⏳ — N/A N/A — — —
66342
lucifer-ux
ContextCore Claim
A local-first MCP server that indexes all your local files (text, code, images,…
— ○ ⏳ — N/A N/A — — —
66343
alexfu
mcp-ynab Claim
FastMCP server that exposes the YNAB API for budget management, enabling intera…
— ○ ⏳ — — — — — —
66344
ErenAri
A stdio-based MCP server for fast, bounded search and navigation of large code …
— ○ ⏳ — N/A N/A — — —
66345
Baneado98
Audits npm dependencies for license compatibility, catching copyleft and source…
— ○ ⏳ — N/A N/A — — —
66346
govindkavaturi
Dock Claim
The AI workspace for you, your team, and every agent you run. Dock is a shared…
— ○ ⏳ — N/A N/A — 95 —
66347
storehausai
Enables AI assistants to interact with ECOUNT ERP through natural language, pro…
— ○ ⏳ — — — — — —
66348
SIFR0-dev
Deterministic pre-execution audit for trading agents. PASS/WAIT/FAIL, reproduci…
— ○ ⏳ — — — — — —
66349
Manage LemonLDAP::NG SSO instances: configuration, sessions, OIDC, SAML, 2FA.
— ○ — N/A N/A — 81 —
66350
stopthegears
A remote MCP server that compresses long text contexts, stores compact reusable…
— ○ ⏳ — N/A N/A — — —
Showing 66301–66350 of 69007 servers