MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 56551 |
mcp-bonusly
Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
|
— | ||||||||
| 56552 |
whatismyadaptor
Claim
|
— | ||||||||
| 56553 |
mcp-tmux
Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
|
— | ||||||||
| 56554 |
Say Hello
Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
|
— | ||||||||
| 56555 |
Turns your Readwise library into a blazing-fast semantic search engine with a s…
|
— | ||||||||
| 56556 |
habitca-mcp
Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
|
— | ||||||||
| 56557 |
ai-first-scraper-mcp
Claim
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
|
— | ||||||||
| 56558 |
mcp-foundry
Claim
An MCP server providing AI-powered weather tools via Google Generative AI, enab…
|
— | ||||||||
| 56559 |
mcp-server-v1
Claim
|
— | ||||||||
| 56560 |
django-admin-mcp-api
Claim
Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, for…
|
— | ||||||||
| 56561 |
Career Intelligence MCP
Claim
An AI-powered career intelligence platform for job seekers that parses resumes,…
|
— | ||||||||
| 56562 |
US crime safety scores, recent incidents, neighborhood demographics, rent data,…
|
— | ||||||||
| 56563 |
Google Tools MCP Server
Claim
Enables AI agents to interact with Google Workspace services (Gmail, Drive, Doc…
|
— | ||||||||
| 56564 |
Travel MCP Server
Claim
A Python MCP server providing weather and date tools for travel planning, compa…
|
— | ||||||||
| 56565 |
Infinigen MCP Server
Claim
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
|
— | ||||||||
| 56566 |
hotels-skill
Claim
Enables real-time hotel search and pricing data from Booking.com for AI agents …
|
— | ||||||||
| 56567 |
DataDoe MCP
Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
|
— | ||||||||
| 56568 |
mcp-catalogue
Claim
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
|
— | ||||||||
| 56569 |
shantycrawl-mcp
Claim
A lean MCP server for Firecrawl with lazy-loading tool architecture, reducing c…
|
— | ||||||||
| 56570 |
Google Workspace MCP
Claim
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
|
— | ||||||||
| 56571 |
KCSC MCP Server
Claim
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
|
— | ||||||||
| 56572 |
agents-mcp
Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
|
— | ||||||||
| 56573 |
mcp-server
Claim
|
— | ||||||||
| 56574 |
web-search
Claim
|
— | ||||||||
| 56575 |
youtube-mcp
Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
|
— | ||||||||
| 56576 |
jenkins-http-mcp-server
Claim
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
|
— | ||||||||
| 56577 |
tibet-triage-mcp
Claim
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
|
— | ||||||||
| 56578 |
google-scholar-mcp
Claim
Enables AI assistants to search and analyze Google Scholar publications, author…
|
— | ||||||||
| 56579 |
oura-mcp
Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
|
— | ||||||||
| 56580 |
Jira Daily PM Radar
Claim
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
|
— | ||||||||
| 56581 |
agentops-mcp
Claim
Exposes analytics from Claude Code transcripts as MCP tools, enabling cost, aud…
|
— | ||||||||
| 56582 |
mcp-maritime
Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
|
— | ||||||||
| 56583 |
streeteasy-mcp
Claim
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
|
— | ||||||||
| 56584 |
Google Search MCP Server
Claim
Enables performing Google searches using the Custom Search Engine API with supp…
|
— | ||||||||
| 56585 |
actual-mcp
Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
|
— | ||||||||
| 56586 |
termux-puppeteer-mcp
Claim
Enables Puppeteer-based web automation (navigation, screenshots, PDF generation…
|
— | ||||||||
| 56587 |
millimap-mcp
Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
|
— | ||||||||
| 56588 |
notipo-app
Claim
WordPress publishing for AI agents. 13 tools to list, create, update, publish, …
|
— | ||||||||
| 56589 |
Amazon MCP App
Claim
Lets Claude search Amazon products via multiple keyword queries and present cur…
|
— | ||||||||
| 56590 |
webpilot
Claim
A semantic terminal browser that renders web pages as structured numbered eleme…
|
— | ||||||||
| 56591 |
EVM Proxy MCP
Claim
MCP server providing AI assistants with tools for advanced EVM smart contract a…
|
— | ||||||||
| 56592 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
|
— | ||||||||
| 56593 |
ai-visibility-mcp
Claim
Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
|
— | ||||||||
| 56594 |
Containarium-Cloud
Claim
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
|
— | ||||||||
| 56595 |
serbian-data-mcp
Claim
Enables searching and analyzing over 3,400 datasets from the Serbian government…
|
— | ||||||||
| 56596 |
@maxronner/tea-mcp
Claim
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
|
— | ||||||||
| 56597 |
ESPHome MCP
Claim
Enables MCP clients to manage ESPHome devices via the 2026.6+ dashboard WebSock…
|
— | ||||||||
| 56598 |
kof-stitch-mcp
Claim
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
|
— | ||||||||
| 56599 |
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
|
— | ||||||||
| 56600 |
mysql-mcp-server
Claim
Provides read-only access to MySQL database schema and sample data, offering to…
|
— | ||||||||