MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56551
ajramos
mcp-bonusly Claim
Enables management of Bonusly employee recognition bonuses, including listing, …
56552 N/A N/A 95
56553
laszlopere
mcp-tmux Claim
Universal tmux driver: sessions, windows, panes, keystrokes, and pane capture —…
N/A N/A
56554
mpuhacz
Say Hello Claim
Create friendly, personalized greetings by name. Switch to a playful pirate voi…
N/A N/A 95
56555
leonardsellem
Turns your Readwise library into a blazing-fast semantic search engine with a s…
56556
leon-jarvis1
habitca-mcp Claim
Exposes the Habitica v3 API as MCP tools, allowing AI assistants to read and ma…
56557
yubinkim444
Three MCP tools for ad-free Markdown web scraping and search. `fetch_page` (URL…
56558
Mahima-Sanketh-Git
mcp-foundry Claim
An MCP server providing AI-powered weather tools via Google Generative AI, enab…
N/A N/A
56559 N/A N/A 95
56560
MartinCastroAlvarez
Exposes Django admin's ModelAdmin as MCP tools, with identical permissions, for…
56561
ChibuezeOnejeme
An AI-powered career intelligence platform for job seekers that parses resumes,…
56562
shawndoor
US crime safety scores, recent incidents, neighborhood demographics, rent data,…
56563
vijayPrajapatii
Enables AI agents to interact with Google Workspace services (Gmail, Drive, Doc…
56564
jranjan01
A Python MCP server providing weather and date tools for travel planning, compa…
56565
elfenlieds7
Enables AI assistants to generate photorealistic 3D scenes, indoor environments…
N/A N/A 95
56566
Anmoldureha
hotels-skill Claim
Enables real-time hotel search and pricing data from Booking.com for AI agents …
N/A N/A
56567
Deltologic
DataDoe MCP Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
56568
Aidan-Kay
A browse-first MCP middleware that provides an LLM-friendly catalogue for disco…
56569
schlemperdev
A lean MCP server for Firecrawl with lazy-loading tool architecture, reducing c…
56570
jrenaldi79
Enables interaction with Google Workspace services (Gmail, Calendar, Drive, Doc…
56571
sinmb79
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
56572
DedInc
agents-mcp Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
N/A N/A
56573
qubitsok
mcp-server Claim
N/A N/A 95
56574
ksteele
web-search Claim
N/A N/A 95
56575
iamkw0n
youtube-mcp Claim
Enables YouTube search, video details, channels, playlists, and comments scrapi…
N/A N/A
56576
mdtahmidhossain
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
56577
Humotica
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
56578
dihannahdi
Enables AI assistants to search and analyze Google Scholar publications, author…
N/A N/A
56579
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
56580
letya999
Enables PM radar analysis of Jira projects, providing daily, sprint, and backlo…
56581
Ludoonus
agentops-mcp Claim
Exposes analytics from Claude Code transcripts as MCP tools, enabling cost, aud…
N/A N/A
56582
Ryo-Suzukii
mcp-maritime Claim
Provides real-time maritime weather data, tropical cyclone warnings, and route …
56583
Alec2435
A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents …
56584
fvanevski
Enables performing Google searches using the Custom Search Engine API with supp…
56585
slushpupie
actual-mcp Claim
Bridges AI/LLM applications to Actual Budget, exposing budget data as MCP tools…
56586
kevintpeng
Enables Puppeteer-based web automation (navigation, screenshots, PDF generation…
N/A N/A
56587
milliomics
millimap-mcp Claim
Enables Claude Desktop to read and drive analyses on the active MilliMap sessio…
N/A N/A
56588
kfuras
notipo-app Claim
WordPress publishing for AI agents. 13 tools to list, create, update, publish, …
56589
tobinsouth
Lets Claude search Amazon products via multiple keyword queries and present cur…
56590
luckysolanki902
webpilot Claim
A semantic terminal browser that renders web pages as structured numbered eleme…
N/A N/A
56591
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
56592
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
56593
krissanders
Audit how AI sees your website. Per-bot robots.txt verdicts for 22 known AI use…
N/A N/A
56594
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
56595
acailic
Enables searching and analyzing over 3,400 datasets from the Serbian government…
81
56596
maxronner
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
N/A N/A
56597
loryanstrant
ESPHome MCP Claim
Enables MCP clients to manage ESPHome devices via the 2026.6+ dashboard WebSock…
56598
keeponfirst
Enables AI-powered UI/UX design generation and management via Google Stitch, ha…
N/A N/A
56599
cloudflare
Cloud Access Security Broker. Identify security misconfigurations across SaaS a…
81
56600
yukihito-jokyu
Provides read-only access to MySQL database schema and sample data, offering to…
Showing 56551–56600 of 67286 servers