MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63601
ctxinf
Enables key-value storage operations using multiple backends (memory, filesyste…
63602
pipeworx-io
Enables access to Marion County, Oregon open geospatial data (parcels, addresse…
63603
UditMahaldar
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
63604
darksider4all
Romania company registry: search 4.2M businesses by name/CUI, directors, financ…
63605
pipeworx-io
Provides access to Darlington County, South Carolina open geospatial data via A…
63606
sselvara
MCP server built with Mastra that analyses all URLs of a website from a given U…
N/A N/A
63607
affteamgit
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
63608
Yunjihun-n
Enables natural language management of Binance USDS-margin futures trading, inc…
63609
stevengonsalvez
todoist Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
N/A N/A
63610
adityakhuteta05
Enables deep web research, verification, and structured report generation with …
N/A N/A
63611
beF99
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
N/A N/A
63612
autonomous-computer
secapi Claim
SEC & financial-data MCP: filings, financials, ownership, factors, fund letters…
63613
Python-Blade
A powerful SQLite-backed expense tracking server built with the Model Context P…
N/A N/A
63614
radmail-ai
RadMail MCP Claim
An MCP server that provides an email operating system for AI agents, enabling i…
63615
thatintrovertdeveloper
Provides AI agents with component documentation, usage examples, and design tok…
63616
mnardit
agent-recall Claim
Enables persistent memory for AI coding agents, allowing them to remember peopl…
N/A N/A
63617
mushroomfk
Provides local desktop agents with durable project memory and safety gates for …
N/A N/A
63618
Enddn
Enables caregivers to log daily care activities and generate draft notification…
63619
kaleburannengsha-hue
A local MCP browser control bridge that enables control of Chrome browser via 1…
N/A N/A
63620
alc0der
Enables SQL queries against git repositories via MergeStat, allowing users to a…
N/A N/A
63621
RonildoBraga
gmail-mcp Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
N/A N/A
63622
valantic-CEC-Deutschland-GmbH
Dynamically exposes your Workoflow organization's tools as native MCP tools to …
N/A N/A
63623
jgauffin
Enables AI coding agents to interact with TypeScript projects through compiler-…
N/A N/A
63624
sachnaror
Enables simulating customer orders from a dummy restaurant menu and tracking th…
N/A N/A
63625
almoore
presskit-mcp Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
63626
philipxiaoxi
z-cli Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
N/A N/A
63627
Cemberk
DashWebMCP Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
63628
duggsha
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
N/A N/A
63629
research-developer
iTerm MCP Claim
Controls iTerm2 terminal sessions with multi-pane support, allowing parallel co…
N/A N/A
63630
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
63631
xyt-mcp
odoo-mcp-xyt Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
63632
YounesBensafia
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
N/A N/A
63633
Mehmoodqureshi
chrome-mcp Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
N/A N/A
63634
puyue-ai
Enables AI-powered music generation through natural language commands, supporti…
63635
bemoregt
octave-mcp Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
N/A N/A
63636
abhijeetgiram
Manages student leave requests and approvals, integrated with GitHub Copilot fo…
N/A N/A
63637
hedging8563
Enables browsing TokenLab models, comparing pricing, and generating cURL exampl…
63638
aitrendmaster
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
63639
nerigleston
Enables AI assistants to access the complete documentation of the jangada libra…
N/A N/A
63640
hasnaties
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
63641
chupre
Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports…
63642
soumyaranjansingh-economist
Enables GitHub Copilot CLI to query SFMC SubscriberAPI execution logs for healt…
63643
TaeheeLim
DBMS-MCP Claim
Enables read-only querying of multiple databases via JDBC, supporting Tibero, O…
63644
heymrun
heym Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
N/A N/A
63645
chaoz23
loudcheck Claim
Loudness compliance verdicts against formal broadcast standards (EBU R128, ATSC…
N/A N/A
63646
Gorav22
BlenderMCP Claim
Connects Blender to Claude AI and Cursor via MCP, enabling 3D modeling and scen…
N/A N/A
63647
paifas
Enables searching, reading, listing, creating, and updating Confluence pages vi…
63648
obrien-matthew
mcp-mealie Claim
MCP server for Mealie that exposes its REST API to manage recipes, meal plans, …
63649
eresearchqut
myst-mcp Claim
Enables searching any MyST Markdown or Jupyter Book documentation site that pub…
63650
fastmcp-me
A database-backed MCP server that acts as a project memory bank, enabling AI as…
N/A N/A 95
Showing 63601–63650 of 67291 servers