MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 3 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49001 |
meticulous-mcp
Claim
MCP server for controlling Meticulous espresso machines via Claude and other AI…
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| 49002 |
acp-multiagent-mcp
Claim
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| 49003 |
kanban-agent
Claim
Attaches a file-based kanban workflow to any project, allowing agents to create…
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| 49004 |
Okta-MCP
Claim
A production-ready MCP server for Identity and Access Management with Okta inte…
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| 49005 |
OmniDocs RAG
Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
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| 49006 |
trocco-mcp-tools
Claim
Read-only MCP tools for TROCCO API, enabling workflow and BigQuery datamart aud…
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| 49007 |
gpt-image-2-combined
Claim
Enables generating images from text prompts using OpenAI's GPT-Image-2 model wi…
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| 49008 |
local-datasource
Claim
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…
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| 49009 |
arcgis-marioncountyor
Claim
Enables access to Marion County, Oregon open geospatial data (parcels, addresse…
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| 49010 |
Unstorage MCP Server
Claim
Enables key-value storage operations using multiple backends (memory, filesyste…
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| 49011 |
mcp-arcgis-darlington
Claim
Provides access to Darlington County, South Carolina open geospatial data via A…
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| 49012 |
Leadgen ONRC Romania
Claim
Romania company registry: search 4.2M businesses by name/CUI, directors, financ…
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| 49013 |
HP ALM MCP Server
Claim
Enables AI agents to interact with HP ALM / Quality Center for QA workflows inc…
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| 49014 |
Canvas MCP Server
Claim
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
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| 49015 |
MCP server built with Mastra that analyses all URLs of a website from a given U…
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| 49016 |
Casino Kings MCP Server
Claim
Wraps bitcoincasinokings.com APIs to enable natural language queries for casino…
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| 49017 |
crew_research
Claim
Enables deep web research, verification, and structured report generation with …
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| 49018 |
israel-weather-mcp-agent
Claim
Provides MCP tools to fetch weather forecasts for Israeli cities using browser …
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| 49019 |
todoist
Claim
Enables language models to manage Todoist tasks, projects, sections, labels, co…
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| 49020 |
Enables natural language management of Binance USDS-margin futures trading, inc…
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| 49021 |
secapi
Claim
SEC & financial-data MCP: filings, financials, ownership, factors, fund letters…
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| 49022 |
RadMail MCP
Claim
An MCP server that provides an email operating system for AI agents, enabling i…
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| 49023 |
A powerful SQLite-backed expense tracking server built with the Model Context P…
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| 49024 |
Ansim Dolbom Assistant
Claim
Enables caregivers to log daily care activities and generate draft notification…
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| 49025 |
Provides AI agents with component documentation, usage examples, and design tok…
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| 49026 |
agent-recall
Claim
Enables persistent memory for AI coding agents, allowing them to remember peopl…
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| 49027 |
long-novel-agent-kit
Claim
Provides local desktop agents with durable project memory and safety gates for …
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| 49028 |
Nabo MCP Lite
Claim
A local MCP browser control bridge that enables control of Chrome browser via 1…
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| 49029 |
mergestat-mcp
Claim
Enables SQL queries against git repositories via MergeStat, allowing users to a…
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| 49030 |
gmail-mcp
Claim
Enables interacting with multiple Gmail accounts through a single MCP server, s…
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| 49031 |
presskit-mcp
Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
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| 49032 |
Workoflow MCP Server
Claim
Dynamically exposes your Workoflow organization's tools as native MCP tools to …
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| 49033 |
ts-language-mcp
Claim
Enables AI coding agents to interact with TypeScript projects through compiler-…
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| 49034 |
Enables simulating customer orders from a dummy restaurant menu and tracking th…
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| 49035 |
z-cli
Claim
Z-CLI provides NAS operations like file management, pool queries, search, and f…
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| 49036 |
DashWebMCP
Claim
Enables AI agents to interact with Dash dashboards by exposing them as MCP serv…
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| 49037 |
duggai-messages
Claim
Local-first WhatsApp and iMessage memory for AI coding agents. It provides MCP …
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| 49038 |
iTerm MCP
Claim
Controls iTerm2 terminal sessions with multi-pane support, allowing parallel co…
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| 49039 |
Ghost Writer MCP
Claim
Scans Git repositories, identifies interesting engineering work, and generates …
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| 49040 |
BioTrax
Claim
Unified genomic track, peak, and sequence retrieval tool for ENCODE, ChIP-Atlas…
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| 49041 |
odoo-mcp-xyt
Claim
MCP server integrating with Odoo ERP systems, enabling AI assistants to interac…
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| 49042 |
Overleaf MCP Server
Claim
Enables MCP clients to manage Overleaf projects via Git sync, including listing…
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| 49043 |
Manages student leave requests and approvals, integrated with GitHub Copilot fo…
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| 49044 |
chrome-mcp
Claim
Enables controlling a real Chrome browser from MCP hosts like Claude, with exte…
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| 49045 |
TokenLab Model Explorer
Claim
Enables browsing TokenLab models, comparing pricing, and generating cURL exampl…
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| 49046 |
octave-mcp
Claim
Enables Claude Code to run GNU Octave code for numerical computation, plotting,…
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| 49047 |
moa365-mcp-proxy
Claim
MCP proxy server for Moa365 AI budgeting app, enabling expense recording, month…
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| 49048 |
Jangada Docs MCP
Claim
Enables AI assistants to access the complete documentation of the jangada libra…
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| 49049 |
MCP Connector Test
Claim
A remote MCP server demonstrating OAuth 2.1 authentication with Firebase, provi…
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| 49050 |
MusicMCP.AI MCP Server
Claim
Enables AI-powered music generation through natural language commands, supporti…
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