MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62951
maxime-fromentin
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
N/A N/A
62952
Vality
EU5MinerMCP Claim
MCP server for inspecting and interacting with Europa Universalis V game instal…
N/A N/A
62953
data-goblin
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
62954
quangngthanh
MCP server for making API calls with authentication support. Allows configuring…
N/A N/A
62955
kanishka-namdeo
Production-grade financial data infrastructure for AI assistants, providing rel…
N/A N/A
62956
Hei33enberg
Verified Polish open data for AI agents: debt, budget, 460 MPs, votings, judici…
62957
Eyalm321
jlcpcb-mcp Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
N/A N/A
62958
kamath
Provide interactive graphing calculator capabilities to your agents, enabling t…
N/A N/A 95
62959
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
N/A N/A 95
62960
Tiansiyu-tj
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
N/A N/A
62961
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
N/A N/A
62962
huikku
nim-mcp Claim
Enables interaction with NIM Labs project tracking through a standardized MCP i…
62963
dmarsters
Translates heraldic blazon descriptions into structured visual parameters for i…
62964
cloudera
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
62965
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
62966
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
62967
tkom04
Enables interaction with bank accounts via TrueLayer API, supporting listing ac…
62968
pauling-ai
Enables natural language interaction with LinkedIn, including profile retrieval…
N/A N/A
62969
harshil1502
sarvam-mcp Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
N/A N/A
62970
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
62971
axel-belfort
PII (Personally Identifiable Information) detection API for AI agents. Scan any…
N/A N/A 95
62972
junter1989k-ai
Kenya payments for AI agents — M-Pesa via Flutterwave. Never holds funds.
62973
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
62974
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
62975
pierre-landoin
Icypeas Claim
Icypeas is a suite of APIs designed to programmatically source, verify, and enr…
81
62976
timescale
A simple memory system that allows LLMs to store and retrieve information via t…
62977
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
N/A N/A
62978
floatingcloud
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
62979
Baneado98
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
62980
sso-ss
A comprehensive MCP server that enables Claude to read, create, edit, and gener…
N/A N/A 95
62981
bughide010
hide1 Claim
N/A N/A 95
62982
Sora-bluesky
Provides real-time access to Japanese building standards laws and regulations f…
N/A N/A
62983
olaservo
mcp-advisor Claim
Provides comprehensive access to the Model Context Protocol specification throu…
62984
devdattatalele
Enables AI-powered inbox management with natural language commands through Clau…
62985
gptimage2prompts
Open-source MCP server for AI image and video creation, enabling prompt library…
N/A N/A
62986
yilmazali325
mcpauth Claim
Drop-in OAuth 2.1 + Dynamic Client Registration for MCP servers, providing auth…
62987
yukincom
An MCP server for Rakuten Ichiba that enhances product search with quantity par…
62988
patrick-c-nel
Search and retrieve cryptographically-verified compliance nodes. 3,000+ nodes a…
81
62989
bryanhellard-tt41
daedalmap Claim
Hosted geographic data MCP server for earthquakes, tsunamis, volcanoes, and cur…
81
62990
jocarrd
aemet-mcp Claim
MCP server for AEMET — Spain's weather agency. Forecasts, CAP warnings, station…
N/A N/A
62991
ik123a
VaultMind Claim
Offline-first MCP proxy with policy engine and immutable audit trail for secure…
N/A N/A
62992
1617110693
Enables image analysis using any OpenAI-compatible vision API, supporting URLs,…
62993
akbaraziz
conduitAI Claim
Search, browse, and install MCP servers, agents, skills, and plugins from condu…
N/A N/A 83
62994
rafaoliveirabispo
organizze Claim
N/A N/A 95
62995
GaoChX
An MCP server for Interactive Brokers, enabling account management, trading ope…
N/A N/A
62996
alexscarano
Exposes Claude Code's file editing, command execution, and test running capabil…
N/A N/A
62997
mindcase-co
Mindcase Claim
Access 30+ data collection agents from Claude with natural language.
N/A N/A 83
62998
pipeworx-io
Nsf Awards Claim
NSF Awards MCP — National Science Foundation award database (free, no auth)
62999
whiteking64
Provides an OCR tool that extracts text from images using macOS's built-in Visi…
N/A N/A
63000
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
Showing 62951–63000 of 64153 servers