MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52501 N/A N/A 95
52502
AKzar1el
Validate HTML/CSS, audit SEO and JSON-LD, check links, and capture responsive s…
52503
mauryaland
Provides access to French legal databases (Judilibre and Légifrance) and a stru…
52504 N/A N/A 95
52505
jagadeesh52423
Enables AI assistants to manage Redash queries, dashboards, visualizations, and…
52506
mustafamemon265789-cloud
A production-ready Model Context Protocol (MCP) server that integrates with the…
52507
czabriskie
mcp-server Claim
An MCP server that provides weather and time tools, enabling users to get curre…
52508
amehiny
Free invoice generator — create pre-filled invoice URLs with taxes, discounts, …
N/A N/A
52509
grobinson3108
A single MCP server that fronts multiple REST APIs, each configured via environ…
52510
dimitrilaouanis
onyx-mcp Claim
81
52511
ciaraadkins
Enables AI assistants to track events, page views, user signups, and update use…
52512
sigvardt
MCP server exposing YouTube Data, Analytics, and Reporting APIs as agent-callab…
N/A N/A
52513
brennhill
MCP server for browser debugging, inspection, and verification that streams con…
N/A N/A
52514
Octav-Labs
MCP server for querying cryptocurrency portfolio data, transaction history, net…
52515
maxvoltage
SourceTap Claim
Enables AI assistants to query and search library documentation from GitHub rep…
N/A N/A
52516
Automated-Intelligence
MCP server for querying a cross-referenced directory of evidence-based therapie…
N/A N/A
52517
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
N/A N/A
52518
brguru90
A Docker-based FastMCP server for dynamic Python code execution with support fo…
N/A N/A
52519
Yash-Kavaiya
Enables AI assistants to programmatically generate Lovable Build URLs to create…
N/A N/A
52520
dmoka
catalog Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
52521 N/A N/A 95
52522
kingcos
fanfou-mcp Claim
基于 FastMCP 构建的饭否 MCP 服务器,提供饭否时间线、用户、发布等工具和服务。
52523
turbot
tailpipe-mcp Claim
Connects AI assistants to cloud and SaaS logs via Tailpipe, enabling natural la…
N/A N/A
52524
Zhong-y-j
Agent-Cortex Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
52525
rabbitcannon
An MCP server that connects AI assistants to the PixelLab pixel art generation …
52526
dbbuilder-org
px-pipe-mcp Claim
Renders large text blobs as dense PNG image pages via pxpipe, enabling vision m…
N/A N/A
52527
heihei999
基于花生十三行测方法论的MCP解题辅助工具,为支持MCP协议的LLM Agent提供题型路由、方法检索和答题引导。
N/A N/A
52528
axel-belfort
AI-powered text and URL summarization API for AI agents. Extract key points fro…
81
52529
schwarztim
An MCP server that enables interaction with SailPoint IdentityNow and Identity …
81
52530
feedback-loop-ai
MCP server for managing Ory Kratos identities, sessions, and authentication flo…
52531
danntking
A Model Context Protocol (MCP) server that enables AI assistants to perform com…
N/A N/A
52532
hnbc6667777
Enables searching Hoogle, the Haskell documentation search engine, for packages…
52533
JoniMartin27
inferbench Claim
InferBench's MCP server lets coding agents run, serve and benchmark local LLMs …
N/A N/A
52534
mrgoonie
decor-cli Claim
Enables decoration of images and videos with backgrounds, gradients, containers…
N/A N/A
52535
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
52536
getdebug-ai
getdebug MCP Claim
Lets MCP-compatible AI clients read your getdebug projects, findings, and propo…
52537
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
52538
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
52539
sima05020
aviutl2-mcp Claim
Enables LLMs to create, edit, and manage AviUtl2 video projects, with optional …
N/A N/A
52540
smithery
Scheduler Claim
Create cron triggers that fire at specific intervals and alarms to wake up your…
52541
vogler75
Automatically generates MCP tools from any GraphQL API by introspecting its sch…
52542
bobmatnyc
A CLI-first semantic code search tool with MCP integration for AI assistants, e…
N/A N/A
52543
Revens2
waw-mcp Claim
Gives AI agents a real email identity, OTP reading, autonomous signup, and MCP …
N/A N/A
52544
jaingxyz
WhatsApp MCP Claim
Enables MCP clients to list, read, search, and send WhatsApp messages via a per…
N/A N/A
52545
mychaelconnolly
A security-first MCP server and paired agent skill for the PhishFort Unified Cl…
N/A N/A
52546
lordhoell
An MCP server that exposes the complete DaVinci Resolve scripting API, enabling…
N/A N/A
52547
akutishevsky
A Model Context Protocol (MCP) server that brings your Google Tasks into Claude…
52548
Adise211
A Model Context Protocol (MCP) server that provides AI assistants with access t…
52549
cchen7
substack-mcp Claim
An MCP server that gives Copilot access to Substack posts from your authenticat…
N/A N/A
52550
Sotatek-NghiaDuong2
zephyr-mcp Claim
Enables reading test cases and test steps from Zephyr Scale using the Zephyr Sc…
Showing 52501–52550 of 66502 servers