MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29883
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58951
ethanhan2014
Enables querying SAP S/4HANA Business Partner data via OData V2 API, supporting…
N/A N/A
58952
Alooswr
A local stdio MCP server for embedded firmware automation that exposes tools to…
N/A N/A
58953
Xdong320
Enables reading Feishu documents and Wiki pages, including full content and met…
N/A N/A
58954
gabrielpreda
An MCP server deployed on Cloud Run that enables reading Cloud Storage and leve…
58955
kohzih
A FastMCP-based proxy server that seamlessly integrates any MCP client with the…
N/A N/A
58956
Tmalone1250
mantle-mcp Claim
Enables querying native and ERC-20 balances, checking allowances, retrieving DE…
58957
rrred0324
A business analysis MCP server with financial data, industry modeling, valuatio…
58958
50R1Paps
Provides tools to retrieve, ingest, and reindex a serverless personal knowledge…
58959
Srimathi-8502
Read-only MCP server connecting Claude to Vtiger CRM for leads, deals, and over…
58960
mchlkucera
A Model Context Protocol server that provides access to knowledge base document…
N/A N/A
58961
rayss868
Enforces a structured reasoning cycle with mandatory reflection and searchable …
N/A N/A
58962
struq
struqvault Claim
N/A N/A 95
58963
Anjani27
Enables AI assistants to search, filter, and extract job listings from LinkedIn…
58964
yuga-hashimoto
Provides persistent memory for AI coding agents through the Model Context Proto…
N/A N/A
58965
pontasan
An MCP server for AI assistants to programmatically create and manage Entity-Re…
N/A N/A
58966
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
58967
OzorOwn
frostbyte Claim
MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
N/A N/A 83
58968
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
58969
ChavezAILabs
ZDTP Chess Claim
Multi-dimensional chess analysis MCP server using Zero Divisor Transmission Pro…
N/A N/A
58970
lazymac2x
Cloudflare Workers MCP server: interactive-api-playground
58971
ohhan777
An MCP server that provides Korean weather information from the Korea Meteorolo…
N/A N/A
58972
Skye-flyhigh
telos-mcp Claim
Task planning and tracking for AI agents with project-based organization and Ob…
N/A N/A
58973
DingDawg-dev
Financial analysis AI. Forecasting, audit prep, SOX/GAAP compliance. Accuracy c…
N/A N/A 83
58974
H234598
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
N/A N/A
58975
diitrashed
Provides full programmatic access to Google Sheets, enabling CRUD operations, p…
N/A N/A
58976 N/A N/A 95
58977
dynamic
Enables management of HubSpot CRM entities including contacts, companies, deals…
81
58978
moigomes
Enables secure interaction with Microsoft SQL Server databases, allowing schema…
N/A N/A
58979
teradata-labs
An MCP server that provides comprehensive monitoring and management capabilitie…
58980
team-upgrade
This server acts as a bridge between your Notion workspace and your development…
N/A N/A 95
58981
Humanly-Labs
Plaud MCP Claim
Bring your Plaud Note recordings into Claude Desktop. Search meetings, pull tra…
N/A N/A
58982
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
58983
HachiTogo
A collection of MCP servers for Apple macOS apps (Mail, Contacts, Notes, Memory…
N/A N/A
58984
aleslanger
A Model Context Protocol server that enables generating, editing, and multi-tur…
58985
RingoTC
MCP-pptr Claim
Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
N/A N/A
58986
trendbender
Real-time train, bus, ferry and private transfer prices between 40+ Italian cit…
58987
iwe-org
IWE Claim
iwec gives AI agents structured access to your Markdown notes as a knowledge gr…
N/A N/A
58988
SecretRichGarden
MCP server for Metaso Search API, providing multi-scope search and webpage read…
N/A N/A
58989
Hanato238
MCP server for browser automation that lets LLMs interact with web pages throug…
58990
SheldonFat
flomo-mcp Claim
Enables creating, accessing, and summarizing text notes via URI resources and t…
N/A N/A
58991
BACH-AI-Tools
Provides tools to access Twitter data including tweets, user profiles, communit…
N/A N/A
58992
fukui-yuto
vsphere-mcp Claim
MCP server for VMware vSphere/vCenter operations, enabling natural language con…
58993
weselow
MCP server that provides 46 tools for managing Yandex Webmaster API v4, enablin…
N/A N/A
58994
RapidMCP
wikimedia Claim
Enables natural language queries to search, retrieve, and explore Wikipedia and…
81
58995
fajarmf
jira-mcp Claim
A Model Context Protocol (MCP) server that integrates with Atlassian Jira to se…
N/A N/A
58996
kevinlupera
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
58997
ashfordeOU
kshana-mcp Claim
Validated PNT-resilience simulator over MCP — SGP4/SDP4 orbit propagation, IAU …
58998
jpzip
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
58999
abossard
Enables AI assistants to control a local LedFX instance through natural languag…
N/A N/A
59000
yjm110517
jamovi MCP Claim
MCP server for controlling jamovi from MCP clients. It starts a local jamovi en…
N/A N/A
Showing 58951–59000 of 59042 servers