MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10851
myuon
Refactor MCP Claim 1
A Model Context Protocol server that provides powerful regex-based code refacto…
C 64 55 57 100 26 81 43
10852
Traia-IO
USDC MCP Server Claim
Enables AI agents and LLMs to interact with USDC API endpoints through a standa…
C 64 55 68 41 24 80 99
10853
kokevidaurre
Looker Admin MCP Claim
Provides over 60 administrative tools for managing users, groups, roles, schedu…
C 64 55 78 41 27 80 84
10854
oraichain
RAGFlow MCP Claim
A simple temporary MCP server for RAGFlow that bridges the gap until an officia…
C 64 54 66 35 N/A 43 88 88
10855
wr-web
ArXiv MCP Server Claim
Enables AI assistants to search and access arXiv papers through a Model Context…
C 64 55 78 74 39 81 36
10856
ADEOSec
A Model Context Protocol server that provides access to Shodan and VirusTotal A…
C 64 55 73 35 27 80 97
10857
alinaqi
A FastMCP-based server that enables programmatic LinkedIn automation and data e…
C 64 54 68 43 N/A 20 88 90
10858
BACH-AI-Tools
Enables access to Usage and Billing APIs for managing accounts, products, meter…
C 64 55 56 100 45 78 33
10859
PetrefiedThunder
mcp-pubmed Claim 1
An MCP server that provides access to PubMed and NCBI's biomedical literature d…
C 64 55 39 53 55 82 97
10860
kukapay
whattimeisit-mcp Claim
A lightweight mcp server that tells you exactly what time is it based on your I…
C 64 55 60 36 40 82 100
10861
kukapay
Analyzing order book depth and imbalance across major crypto exchanges.
C 64 55 64 41 41 82 90
10862
pholex
Enables interaction with Qinglong Panel (青龙面板) to query, execute, and monitor s…
C 64 55 72 43 39 81 80
10863
lapras-inc
lapras-mcp-server Claim
lapras.com 公式MCP Server
C 64 54 74 42 N/A 80 95 30
10864
a-polishchuk
Yes or No MCP Claim
A simple MCP server implementation in TypeScript that communicates over stdio, …
C 64 54 62 57 N/A 23 95 73
10865
ecfaria
todoist-mcp Claim 1
MCP server for Todoist task management integration
C 64 64 85 73 0 45 83 95
10866
ayyazzafar
mcp-baserow Claim 2
MCP server for Baserow API integration - Enable AI assistants to interact with …
C 64 64 75 66 0 63 92 93
10867
Ansvar-Systems
romanian-law-mcp Claim
Romanian legislation via MCP — full-text search across statutes and provisions
C 64 66 90 57 0 71 80 91
10868
SaintDoresh
An MCP tool that provides real-time weather data, forecasts, and historical wea…
C 64 55 66 36 34 82 99
10869
hanlinlibham
Provides standardized access to Hong Kong stock market data and professional re…
C 64 54 66 43 N/A 27 90 89
10870
husamabusafa
A Model Context Protocol server that enables AI agents to dynamically interact …
C 64 55 45 73 22 81 91
10871
koizumikento
JMA Data MCP Claim
Provides access to Japan Meteorological Agency (JMA) weather data including rea…
C 64 55 60 38 42 81 99
10872
mquan
Routine Claim 1
An MCP server that allows users to create custom tools on the fly by stitching …
C 64 55 61 82 N/A 23 95 46
10873
NINGyv179
MCP-FEISHU Claim
A microservice control plane server that fetches API information from Feishu Op…
C 64 55 60 71 23 81 77
10874
boodrow
Provides AI assistants with searchable access to documentation from 170+ curate…
C 64 55 76 31 36 78 94
10875 C 64 64 72 72 0 45 95 99
10876
JulesLiu390
Amadeus-QQ-MCP Claim 1
An MCP server that enables AI clients to send and receive QQ messages through N…
C 64 54 51 41 N/A 46 90 94
10877
kukapay
whereami-mcp Claim
A lightweight mcp server that tells you exactly where you are.
C 64 55 66 33 38 83 100
10878
itrimble
Image Viewer MCP Claim 1
A Model Context Protocol server that enables Claude to display and interact wit…
C 64 55 51 100 N/A 20 95 38
10879
cryppadotta
Wizzypedia MCP Server Claim 2
A Model Context Protocol server that enables searching, reading, and editing wi…
C 64 55 69 91 28 78 40
10880
chylove1982
An MCP server that enables file transmission, voice message processing, and voi…
C 64 54 57 48 N/A 38 84 89
10881
raghavsharma-simpplr
Provides comprehensive access to GridStack.js functionality for building dynami…
C 64 55 86 57 N/A 25 95 40
10882
reklis
Enables AI agents to interact with Google Analytics 4 data, providing tools for…
C 64 55 68 22 50 82 100
10883
pyvista
PyVista MCP Server Claim
Enables 3D visualization capabilities through PyVista integration, allowing use…
C 64 54 56 35 N/A 49 87 94
10884
dev-ithitchhiker
A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro C…
C 64 55 70 32 50 81 86
10885
marcindulak
Local speech-to-text MCP server for Tmux on Linux (for use not only with Claude…
C 64 54 84 33 N/A 51 90 58
10886
steven-altitude
Grist MCP Server Claim
Connects Claude Desktop to Grist spreadsheets, enabling users to browse documen…
C 64 55 66 43 22 82 99
10887
skyrmionz
Provides production-ready examples of MCP servers that demonstrate building ric…
C 64 66 94 67 0 36 81 100
10888
p-poss
DJ Claude Claim
Agents can now live code music for you, themselves, and each other while they w…
C 64 64 96 46 0 50 95 93
10889
SalmanFaris7
Provides secure access to penetration testing tools from Kali Linux including n…
C 64 54 68 37 N/A 19 95 92
10890
yogeshkulkarni553
Content Server Claim
Stores Organizations content
C 64 55 84 75 18 81 40
10891
lzsheng
Yapi Auto MCP Server Claim 1
An MCP server for the YApi platform that allows AI assistants to search, create…
C 64 55 39 68 51 80 84
10892
dinek-k
A Model Context Protocol server providing tools for SQLite database operations …
C 64 55 71 91 21 81 40
10893
execveat
Polyagent MCP Claim
Enables any MCP-compatible client to use existing Claude Code agents from .clau…
C 64 54 78 32 N/A 44 95 63
10894
Pederzh
MCP Apps Server Claim 1
An MCP server template integrated with the OpenAI Apps SDK for building ChatGPT…
C 64 55 45 60 30 84 99
10895
clawd800
pumpclaw Claim
Free token launcher on Base. Deploy ERC-20 tokens via Uniswap V4 with 80% creat…
C 64 54 78 27 N/A 41 75 96
10896
Semutireng22
Monad MCP Server Claim
Enables interaction with the Monad testnet to check balances, examine transacti…
C 64 55 60 42 42 81 94
10897
PranayChowdhury00
Connects with Google Calendar API to fetch calendar events for specific dates t…
C 64 55 54 66 21 81 92
10898
benzsevern
DevPilot Claim
Dev server supervisor for AI coders. Manages dev server lifecycles, detects rel…
C 64 55 70 10 66 81 98
10899
d4nshields
Integrates I Ching divination with AI responses, allowing users to receive guid…
C 64 55 66 74 41 82 45
10900
yangkyeongmo
Enables integration with OpenMetadata by wrapping its REST API for standardized…
C 64 55 60 35 63 78 90
Showing 10851–10900 of 30006 servers
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