MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53401
cpretzinger
A comprehensive Model Context Protocol (MCP) server that provides programmatic …
— ○ ⏳ — N/A N/A — 95 —
53402
Etha0916
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
— ○ ⏳ — N/A N/A — — —
53403
miapre
Translate HTML prototypes into Figma using your design system's real components…
— ○ ⏳ — N/A N/A — 95 —
53404
YounggheeJang
pumpbhp Claim
— ○ ⏳ — N/A N/A — 95 —
53405
ClaudioGodoyB
server Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
— ○ ⏳ — N/A N/A — 83 —
53406
deegerhq
wais-mcp Claim
Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 …
— ○ ⏳ — — — — — —
53407
BrandonStudio
SearXNG-MCP Claim
Provides a bridge between AI assistants and SearXNG, a privacy-respecting metas…
— ○ ⏳ — — — — — —
53408
vbarreiratt
MaestroMCP Claim
Enables AI assistants to control MIDI devices and synthesizers through WebMidi.…
— ○ ⏳ — N/A N/A — 95 —
53409
aureum-technology
German IT service provider: services, prices, contact and website search.
— ○ ⏳ — — — — — —
53410
coreyolson
pullboard Claim
Coordination board for AI agents: atomic claims, no self-verification, independ…
— ○ ⏳ — — — — — —
53411
amoghmanral
pagelens Claim
Enables AI coding agents to visually interact with frontend apps by taking scre…
— ○ ⏳ — N/A N/A — — —
53412
Alpha4-Labs
Model Context Protocol (MCP) server for Loyalteez, enabling AI assistants to de…
— ○ ⏳ — — — — — —
53413
OndrejLapes
Gretl MCP Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
— ○ ⏳ — N/A N/A — — —
53414
d18626250363
Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable w…
— ○ ⏳ — N/A N/A — — —
53415
mcp-server Claim 1
Connect Claude, Cursor, or any MCP client to your FlowContent account
— ○ — N/A N/A — 69 —
53416
alittleyellowkevin
A TypeScript implementation of a Model Context Protocol server that enables int…
— ○ ⏳ — N/A N/A — 95 —
53417
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
— ○ ⏳ — N/A N/A — — —
53418
gopls-mcp
gopls-mcp Claim 1
MCP server for golang projects development: Expand AI Code Agent ability bounda…
— ○ ⏳ — N/A N/A — 95 —
53419
YogevKr
Provides an MCP-native agent browser that enables autonomous agents to perceive…
— ○ ⏳ — N/A N/A — — —
53420
masmedh
An MCP server that enables managing Parallels Desktop virtual machines, includi…
— ○ ⏳ — N/A N/A — — —
53421
vansh216
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
— ○ ⏳ — N/A N/A — — —
53422
Ethereal-Jay
Enables real-time currency exchange rate lookup, conversion, historical rates, …
— ○ ⏳ — — — — — —
53423
STiFLeR7
memex Claim
Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agen…
— ○ ⏳ — N/A N/A — — —
53424
rbmuller
scherlok Claim
Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL…
— ○ ⏳ — N/A N/A — — —
53425
AIops-tools
k8s AIops Claim
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audi…
— ○ ⏳ — N/A N/A — — —
53426
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
— ○ ⏳ — N/A N/A — — —
53427
hans6883
Cert Atlas Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
— ○ ⏳ — — — — — —
53428
neozhehan
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
— ○ ⏳ — N/A N/A — — —
53429
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
— ○ ⏳ — N/A N/A — — —
53430
Themetralla3000
This server allows AI assistants to interact directly with your Booqable rental…
— ○ ⏳ — — — — — —
53431
edgarator
Oolkin Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
— ○ ⏳ — — — — — —
53432
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
— ○ ⏳ — N/A N/A — 95 —
53433
PeterJasSK
qeaas-mcp Claim
QRNG-seeded random bytes, seeds, and ML-KEM-768 keys with signed provenance rec…
— ○ ⏳ — — — — — —
53434
clarsbyte
WashedMCP Claim
Token-optimized semantic code search with automatic context expansion for AI co…
— ○ ⏳ — N/A N/A — — —
53435
yourpropertyexpert
Provides breaking changes analysis for libraries across multiple languages, ena…
— ○ ⏳ — — — — — —
53436
SmashToes
Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…
— ○ ⏳ — N/A N/A — 95 —
53437
CSOAI-ORG
env-manager-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
53438
junter1989k-ai
Poland KSeF 2.0 national e-invoices for AI agents: issue FA(3) faktura, query b…
— ○ ⏳ — — — — — —
53439
OctoTrip
Free, no-login MCP server for searching and comparing flights with real-time pr…
— ○ ⏳ — — — — — —
53440
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
— ○ ⏳ — — — — 81 —
53441
jayimu
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
— ○ ⏳ — N/A N/A — — —
53442
AINative-Studio
ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calend…
— ○ ⏳ — N/A N/A — — —
53443
thronapple
Lightweight MCP server for controlling a Windows Chrome instance from WSL, desi…
— ○ ⏳ — N/A N/A — — —
53444
sea9401
Provides access to philosophy texts including scholarly papers from PhilPapers/…
— ○ ⏳ — — — — — —
53445
kychee-com
kysigned-mcp Claim
Enables management of e-signature envelopes — create, check status, list, send …
— ○ ⏳ — — — — — —
53446
pristley
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
— ○ ⏳ — — — — — —
53447
freeappstore-online
mcp Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
— ○ ⏳ — — — — — —
53448
getcroissant
croissant Claim
Search and book coworking spaces and conference rooms via Croissant.
— ○ ⏳ — N/A N/A — 83 —
53449
jaspertvdm
Multi-sensory AI communication server for off-grid networks, enabling text to S…
— ○ ⏳ — N/A N/A — — —
53450
mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
— ○ ⏳ — N/A N/A — — —
Showing 53401–53450 of 69153 servers