MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
49001
NatiCha
MCP server for controlling Meticulous espresso machines via Claude and other AI…
N/A N/A
49002 N/A N/A 95
49003
gak4u
kanban-agent Claim
Attaches a file-based kanban workflow to any project, allowing agents to create…
N/A N/A
49004
vaibhavGoyal1096
Okta-MCP Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
N/A N/A
49005
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
N/A N/A
49006
Growth-Management
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
49007
albert850904
Enables generating images from text prompts using OpenAI's GPT-Image-2 model wi…
N/A N/A
49008
jarvislee90s-dot
将akshare、yfinance、wbgapi、arxiv等免费公开接口封装为4个标准MCP工具,使支持MCP的智能体无需第三方账号和云额度即可直接查询金融…
N/A N/A
49009
pipeworx-io
Enables access to Marion County, Oregon open geospatial data (parcels, addresse…
49010
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
49011
pipeworx-io
Provides access to Darlington County, South Carolina open geospatial data via A…
49012
darksider4all
Romania company registry: search 4.2M businesses by name/CUI, directors, financ…
49013
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
49014
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
81
49015
sselvara
MCP server built with Mastra that analyses all URLs of a website from a given U…
N/A N/A
49016
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
49017
adityakhuteta05
Enables deep web research, verification, and structured report generation with …
N/A N/A
49018
beF99
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
N/A N/A
49019
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
N/A N/A
49020
Yunjihun-n
Enables natural language management of Binance USDS-margin futures trading, inc…
49021
autonomous-computer
secapi Claim
SEC & financial-data MCP: filings, financials, ownership, factors, fund letters…
49022
radmail-ai
RadMail MCP Claim
An MCP server that provides an email operating system for AI agents, enabling i…
49023
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
N/A N/A
49024
Enddn
Enables caregivers to log daily care activities and generate draft notification…
49025
thatintrovertdeveloper
Provides AI agents with component documentation, usage examples, and design tok…
49026
mnardit
agent-recall Claim
Enables persistent memory for AI coding agents, allowing them to remember peopl…
N/A N/A
49027
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
N/A N/A
49028
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
N/A N/A
49029
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
N/A N/A
49030
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
49031
almoore
presskit-mcp Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
49032
valantic-CEC-Deutschland-GmbH
Dynamically exposes your Workoflow organization's tools as native MCP tools to …
N/A N/A
49033
jgauffin
Enables AI coding agents to interact with TypeScript projects through compiler-…
N/A N/A
49034
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
N/A N/A
49035
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
N/A N/A
49036
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
49037
duggsha
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
N/A N/A
49038
research-developer
iTerm MCP Claim
Controls iTerm2 terminal sessions with multi-pane support, allowing parallel co…
N/A N/A
49039
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
49040
SpaceSorcerer
BioTrax Claim
Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
N/A N/A
49041
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
49042
YounesBensafia
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
N/A N/A
49043
abhijeetgiram
Manages student leave requests and approvals, integrated with GitHub Copilot fo…
N/A N/A
49044
Mehmoodqureshi
chrome-mcp Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
N/A N/A
49045
hedging8563
Enables browsing TokenLab models, comparing pricing, and generating cURL exampl…
49046
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
N/A N/A
49047
aitrendmaster
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
49048
nerigleston
Enables AI assistants to access the complete documentation of the jangada libra…
N/A N/A
49049
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
49050
puyue-ai
Enables AI-powered music generation through natural language commands, supporti…
Showing 49001–49050 of 67226 servers
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