MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18001 |
Provides access to Berlin's public transport data through the VBB API, enabling…
|
F 32 5⁄5 | ||||||||
| 18002 |
Conduct AI-powered qualitative research interviews and surveys at scale with [A…
|
F 32 5⁄5 | ||||||||
| 18003 |
Bright Security MCP
Claim
The new Bright MCP Server enables AI assistants to directly interact with Brigh…
|
F 32 5⁄5 | ||||||||
| 18004 |
NodeCodeStudio is a hybrid MCP implementation that lets AI agents activate and …
|
F 32 5⁄3 | ||||||||
| 18005 |
Hotel search, booking, and review MCP server with 12+ detailed fields per hotel
|
F 32 5⁄5 | ||||||||
| 18006 |
memeoracle
Claim
Memecoin Intelligence MCP — 9 tools: rug check, momentum, whale watch, 80+ chai…
|
F 32 5⁄5 | ||||||||
| 18007 |
yieldoracle
Claim
DeFi Yield Intelligence MCP — 8 tools: 19K+ pools, risk-adjusted APY, RWA yield…
|
F 32 5⁄5 | ||||||||
| 18008 |
awesome-mcp-enterprise
Claim
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and se…
|
F 32 5⁄5 | ||||||||
| 18009 |
Provides instant access to a searchable knowledge base of 16,000+ community-dri…
|
F 32 5⁄5 | ||||||||
| 18010 |
ethereum-toolkit
Claim
Real-time Ethereum blockchain data (gas prices, account balances etc) on Mainne…
|
F 32 5⁄5 | ||||||||
| 18011 |
flightoracle
Claim
Flight Intelligence MCP — search, cheapest dates, multi-city, airline compare v…
|
F 32 5⁄5 | ||||||||
| 18012 |
Ink MCP (Deprecated)
Claim
Deprecated - moved to ink.ml/ink
|
F 32 5⁄5 | ||||||||
| 18013 |
Databox MCP
Claim
Databox MCP enables you to query live business metrics from 100+ data sources t…
|
F 32 5⁄5 | ||||||||
| 18014 |
feedoracle-macro-mcp
Claim
Real-time macroeconomic signals for AI agents. 86 FRED series, regime classific…
|
F 32 5⁄5 | ||||||||
| 18015 |
smartmoneyoracle
Claim
Whale & Institutional Flow MCP — 8 tools: TVL flows, alpha signals, stablecoin …
|
F 32 5⁄5 | ||||||||
| 18016 |
Official Microsoft MCP Server to query Microsoft Entra data using natural langu…
|
F 31 5⁄5 | ||||||||
| 18017 |
A server that provides enterprise data services including company information, …
|
F 31 5⁄5 | ||||||||
| 18018 |
newsoracle
Claim
NewsOracle News and Trends Intelligence MCP
|
F 31 5⁄5 | ||||||||
| 18019 |
hoteloracle
Claim
Hotel Intelligence MCP — search, price compare, area guides, price calendars vi…
|
F 31 5⁄5 | ||||||||
| 18020 |
context-pod
Claim
Persistent context for AI agents built fromlearned vectors with certainty score…
|
F 31 5⁄5 | ||||||||
| 18021 |
nowledge-mem
Claim
Memory and context manager just works.
|
F 31 5⁄5 | ||||||||
| 18022 |
A MCP server integration for Godot Engine that allows Claude, Cursor, Windsurf,…
|
F 31 5⁄3 | ||||||||
| 18023 |
wormhole-mcp
Claim
Wormhole - 69 tools for cross-chain transfers and bridge data
|
F 31 5⁄5 | ||||||||
| 18024 |
joboracle
Claim
JobOracle Job Market Intelligence MCP
|
F 31 5⁄5 | ||||||||
| 18025 |
Kubit
Claim
Bring Kubit into your AI workflow — query your warehouse with natural language
|
F 31 5⁄5 | ||||||||
| 18026 |
mcp
Claim
Give AI assistants access to real-time search data through SearchApi.
|
F 31 5⁄5 | ||||||||
| 18027 |
navigation-toolkit
Claim
Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and …
|
F 31 5⁄5 | ||||||||
| 18028 |
Find relevant security data from Sentinel data lake for building effective agen…
|
F 30 5⁄5 | ||||||||
| 18029 |
Enables AI assistants to interact with Scalekit's identity and access managemen…
|
F 30 4⁄4 | ||||||||
| 18030 |
AI-powered photogrammetry automation — MCP server for Agisoft Metashape Profess…
|
F 30 4⁄4 | ||||||||
| 18031 |
|
F 30 5⁄3 | ||||||||
| 18032 |
MCP server for Suno AI music generation, lyrics, and covers
|
F 30 4⁄4 | ||||||||
| 18033 |
Windows automation MCP offering
* AI Vision (e.g. Click by Description)
* Wind…
|
F 30 5⁄5 | ||||||||
| 18034 |
Provides Multi-Agent Conversation Protocol access to Google Cloud TPU services,…
|
F 30 4⁄4 | ||||||||
| 18035 |
An MCP server for deep research or task groups
|
F 30 5⁄5 | ||||||||
| 18036 |
Enables transcription of YouTube videos to extract video titles, full transcrip…
|
F 30 4⁄4 | ||||||||
| 18037 |
Persistent cloud memory for Ai coding assistants. 29 MCP tools. Encrypted at re…
|
F 30 5⁄3 | ||||||||
| 18038 |
Provides comprehensive influencer marketing data from Instagram, YouTube, and T…
|
F 30 5⁄5 | ||||||||
| 18039 |
MCP server for Naver Search API integration, supporting blog, news, shopping se…
|
F 30 4⁄4 | ||||||||
| 18040 |
Integrates Tanda Workforce API with AI assistants to manage employee schedules,…
|
F 30 5⁄5 | ||||||||
| 18041 |
Enables analysis of GeoGuessr game statistics, performance tracking, and strate…
|
F 30 4⁄4 | ||||||||
| 18042 |
An MCP server for Text2SQL: transforms natural language into SQL using graph sc…
|
F 30 5⁄5 | ||||||||
| 18043 |
AI-powered translation for 48 languages with context-aware quality
|
F 30 4⁄4 | ||||||||
| 18044 |
A MCP Server For LINUX DO community
|
F 30 5⁄5 | ||||||||
| 18045 |
Up-to-date Docs for AI Agents.
|
F 30 5⁄5 | ||||||||
| 18046 |
Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools…
|
F 30 5⁄5 | ||||||||
| 18047 |
|
F 30 4⁄4 | ||||||||
| 18048 |
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Li…
|
F 30 5⁄5 | ||||||||
| 18049 |
MCP server for managing Prisma Postgres.
|
F 30 5⁄5 | ||||||||
| 18050 |
Enables advanced audio transcription, text-to-speech generation, and audio proc…
|
F 30 5⁄5 | ||||||||