MCP Server Quality Scores

Independent quality analysis of 64766 public MCP servers

64766
Discovered
30724
Scored
2112
Verified
16953
Complete

Last updated 32 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31901
elastic
Brings interactive blue-team security operations into AI hosts, enabling alert …
31902
pipeworx-io
Enables searching, querying, and retrieving metadata for datasets from New Cale…
31903
Eveoy
Eveoy MCP Claim
Enables AI agents to drive real customer visits to physical stores for $24.99 p…
31904
tlaakso07
linear-mcp Claim
MCP server connecting Claude to Linear for searching, creating, updating, and c…
31905
gregpriday
A stdio MCP server that provides a single tool to query Gemini with Google Sear…
31906
AiAgentKarl
MCP Server for AI agent identity and authorization. Create, verify, and manage …
N/A N/A
31907
bysonte
MCP server for managing remote servers via SSH, enabling command execution, fil…
N/A N/A
31908
luminarylane
Connects MCP clients like Claude Desktop to Google Analytics 4 Data API, enabli…
31909
floatingcloud
Provides tools to search Naver services (web, news, blog, etc.) and analyze sea…
31910
Baneado98
Enables AI agents to audit JSON Web Tokens (JWTs) and other token formats for s…
31911
olaservo
mcp-advisor Claim
Provides comprehensive access to the Model Context Protocol specification throu…
31912
timescale
A simple memory system that allows LLMs to store and retrieve information via t…
31913
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
N/A N/A
31914
N1KH1LT0X1N
An AI-powered freelance platform aggregator that helps users find gigs, generat…
31915
mnbro
Exposes read-only Aruba Fatturazione Elettronica API operations for managing el…
31916
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
31917
pankaj28843
An MCP server that connects AI assistants to Confluence, enabling search and fe…
31918
tkom04
Enables interaction with bank accounts via TrueLayer API, supporting listing ac…
31919
accesstechnology-mike
A generic MCP server for querying Emma-app transaction exports stored in Google…
31920
cloudera
Enables LLMs to interact with Cloudera AI Workbench APIs for managing files, jo…
31921
dmarsters
Translates heraldic blazon descriptions into structured visual parameters for i…
31922
huikku
nim-mcp Claim
Enables interaction with NIM Labs project tracking through a standardized MCP i…
31923
sparsh-gaurav
youtube-mcp Claim
MCP server for YouTube that provides tools to fetch video metadata and transcri…
31924
ChacheGS
mulchd Claim
Self-hosted MCP server for storing and serving structured team knowledge, enabl…
31925
vkmtx
veil-mcp Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
N/A N/A
31926
Tiansiyu-tj
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
N/A N/A
31927
lpsDevelopers
LPS MCP Claim
A minimal server that provides Claude AI with secure file system access and seq…
N/A N/A 95
31928
Eyalm321
jlcpcb-mcp Claim
MCP server for JLCPCB/LCSC component search, live stock and pricing, datasheets…
N/A N/A
31929
mcp Claim 1
AI search visibility, brand rankings, AI citations, SEO keywords, and trends fr…
N/A N/A 69
31930
Vality
EU5MinerMCP Claim
MCP server for inspecting and interacting with Europa Universalis V game instal…
N/A N/A
31931
maxime-fromentin
An MCP server that enables spreadsheet operations on LibreOffice Calc workbooks…
N/A N/A
31932
UzunGridera
Provides AI-powered access to Turkish building regulations, architectural stand…
31933
myst3k
MCP server for the Wasabi WACM Connect API, enabling management of account hier…
31934
SpiritHerb
Aggregates and routes multiple MCP servers with intelligent tool recommendation…
31935
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
N/A N/A
31936
jordanvalnet
A self-hosted MCP and HTTP server for TypeScript code intelligence, providing A…
31937
kanishka-namdeo
Production-grade financial data infrastructure for AI assistants, providing rel…
N/A N/A
31938
data-goblin
MCP server for exploring Microsoft Fabric and Power BI workspaces. It provides …
31939
S1LV3RJ1NX
A demo MCP server with streamable HTTP transport and auto tool registry, enabli…
31940
VikramKavuri
job-search Claim
A job-search MCP server that ranks roles, drafts cover letters, and rehearses Q…
31941
snedea
Provides basic calculator operations (add, subtract, multiply, divide) as MCP t…
31942
hyperpolymath
Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, an…
N/A N/A 95
31943
oscar23445
A cross-platform MCP server that provides Claude with email access via IMAP, su…
N/A N/A
31944
masterries
SIP News MCP Claim
Enables AI assistants to search and read official news from the Luxembourg gove…
31945
zmij
appstore-mcp Claim
Enables reading and updating App Store Connect metadata, in-app purchases, scre…
31946
SrAndres629
An institutional-grade algorithmic trading platform that bridges MetaTrader 5 w…
N/A N/A
31947
gabeperez
A fast MCP server for opening, focusing, and quitting macOS apps, and opening U…
N/A N/A
31948
dss99911
Enables AI assistants to manage Obsidian tasks with full CRUD operations, query…
N/A N/A
31949
ice1x
MCP server for football-data.org API providing access to football data like sta…
31950
ndesv21
socialclaw Claim
Social media scheduling and publishing for AI agents. 17 validation-first tools…
Showing 31901–31950 of 64766 servers
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