MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 7 hours, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48301
amoghmanral
pagelens Claim
Enables AI coding agents to visually interact with frontend apps by taking scre…
— ○ ⏳ — N/A N/A — — —
48302
Alpha4-Labs
Model Context Protocol (MCP) server for Loyalteez, enabling AI assistants to de…
— ○ ⏳ — — — — — —
48303
deegerhq
wais-mcp Claim
Universal MCP server for WAIS (Web Agent Interaction Standard) that provides 5 …
— ○ ⏳ — — — — — —
48304
d18626250363
Provides a real Chrome fingerprint browser with 32 MCP tools for undetectable w…
— ○ ⏳ — N/A N/A — — —
48305
OndrejLapes
Gretl MCP Claim
Run Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.
— ○ ⏳ — N/A N/A — — —
48306
yasiraquil
Enables sending, reading, and managing Gmail emails through MCP clients like Cl…
— ○ ⏳ — N/A N/A — — —
48307
alittleyellowkevin
A TypeScript implementation of a Model Context Protocol server that enables int…
— ○ ⏳ — N/A N/A — 95 —
48308
equipdash
EquipDash Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
— ○ ⏳ — — — — 81 —
48309
Peter-Parker12
A local server that enables Claude or other MCP tools to manage WordPress posts…
— ○ ⏳ — — — — — —
48310
YogevKr
Provides an MCP-native agent browser that enables autonomous agents to perceive…
— ○ ⏳ — N/A N/A — — —
48311
masmedh
An MCP server that enables managing Parallels Desktop virtual machines, includi…
— ○ ⏳ — N/A N/A — — —
48312
vansh216
MCP server for managing and analyzing expenses. Provides tools to add, list, su…
— ○ ⏳ — N/A N/A — — —
48313
Ethereal-Jay
Enables real-time currency exchange rate lookup, conversion, historical rates, …
— ○ ⏳ — — — — — —
48314
rbmuller
scherlok Claim
Zero-config data quality monitoring across Postgres, BigQuery, Snowflake, MySQL…
— ○ ⏳ — N/A N/A — — —
48315
AIops-tools
k8s AIops Claim
Governed Kubernetes ops — 55 MCP tools with audit, budget, undo, risk-tier audi…
— ○ ⏳ — N/A N/A — — —
48316
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
— ○ ⏳ — N/A N/A — — —
48317
neozhehan
Read, create, and modify Figma designs programmatically via MCP, empowering AI …
— ○ ⏳ — N/A N/A — — —
48318
hans6883
Cert Atlas Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
— ○ ⏳ — — — — — —
48319
pguso
A fully working MCP server built from scratch in plain Node.js, implementing to…
— ○ ⏳ — N/A N/A — — —
48320
Themetralla3000
This server allows AI assistants to interact directly with your Booqable rental…
— ○ ⏳ — — — — — —
48321
edgarator
Oolkin Claim
AI colleagues that keep your standards, your project and their reasoning betwee…
— ○ ⏳ — — — — — —
48322
yourpropertyexpert
Provides breaking changes analysis for libraries across multiple languages, ena…
— ○ ⏳ — — — — — —
48323
PeterJasSK
qeaas-mcp Claim
QRNG-seeded random bytes, seeds, and ML-KEM-768 keys with signed provenance rec…
— ○ ⏳ — — — — — —
48324
clarsbyte
WashedMCP Claim
Token-optimized semantic code search with automatic context expansion for AI co…
— ○ ⏳ — N/A N/A — — —
48325
game_dev
gdep Claim
🎮 gdep — Game Codebase Analysis Tool Understand a Unity/UE5/Axmol project in 0.…
— ○ ⏳ — N/A N/A — 95 —
48326
Is an Australian rent fair? ABS rents index check, plus sourced property and le…
— ○ — N/A N/A — 81 —
48327
SmashToes
Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…
— ○ ⏳ — N/A N/A — 95 —
48328
OctoTrip
Free, no-login MCP server for searching and comparing flights with real-time pr…
— ○ ⏳ — — — — — —
48329
junter1989k-ai
Poland KSeF 2.0 national e-invoices for AI agents: issue FA(3) faktura, query b…
— ○ ⏳ — — — — — —
48330
jayimu
Enables AI assistants to analyze network traffic using Wireshark/tshark, provid…
— ○ ⏳ — N/A N/A — — —
48331
pristley
MCP server for discovering and retrieving meal recipes from TheMealDB API, enab…
— ○ ⏳ — — — — — —
48332
kychee-com
kysigned-mcp Claim
Enables management of e-signature envelopes — create, check status, list, send …
— ○ ⏳ — — — — — —
48333
sea9401
Provides access to philosophy texts including scholarly papers from PhilPapers/…
— ○ ⏳ — — — — — —
48334
thronapple
Lightweight MCP server for controlling a Windows Chrome instance from WSL, desi…
— ○ ⏳ — N/A N/A — — —
48335
ProAgentStore
MCP-first control plane for ProAgentStore agents and private instances.
— ○ ⏳ — — — — — —
48336
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
— ○ ⏳ — — — — — —
48337
mwarsss
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
— ○ ⏳ — N/A N/A — — —
48338
jaspertvdm
Multi-sensory AI communication server for off-grid networks, enabling text to S…
— ○ ⏳ — N/A N/A — — —
48339
freeappstore-online
mcp Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
— ○ ⏳ — — — — — —
48340
dumbspacecookie
openeye Claim
Procedure verification for AR/XR with memory, visual sessions, and DPO trajecto…
— ○ ⏳ — N/A N/A — — —
48341
impca201
A remote MCP server that searches Google Flights for flight information and air…
— ○ ⏳ — — — — 81 —
48342
devilcoder01
Access real-time weather data for any location using the WeatherAPI.com API, pr…
— ○ ⏳ — — — — 81 —
48343
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
— ○ ⏳ — — — — — —
48344
DataAssistIO
Query your org's data in natural language — read-only MCP access to SQL, NoSQL,…
— ○ ⏳ — — — — — —
48345
CSOAI-ORG
EU MiCA compliance MCP for crypto-asset issuers, exchanges, and CASPs.
— ○ ⏳ — — — — — —
48346
theepankaja
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
— ○ ⏳ — N/A N/A — — —
48347
Mocha-s
An MCP server that provides memory management tools for AI agents, enabling add…
— ○ ⏳ — N/A N/A — — —
48348
drummouse
Connects Claude to your JobNimbus account via API, enabling management of conta…
— ○ ⏳ — N/A N/A — — —
48349
MiguelAPerez
locus-mcp Claim
MCP server for Locus, a local semantic dataspace manager powered by Ollama. It …
— ○ ⏳ — N/A N/A — — —
48350
axel-belfort
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
— ○ ⏳ — — — — 81 —
Showing 48301–48350 of 69224 servers
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