MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56701
JustinGZJ
MCP server for XS Studio that integrates with CODESYS toolkit and adds a custom…
N/A N/A
56702
quantumsoftwarelab
Build Nanograph datasources from Markdown or PDF corpora and serve them through…
N/A N/A
56703
bjan
An MCP server that enables AI agents to monitor and control an Elegoo Centauri …
N/A N/A
56704
JINA-CODE-SYSTEMS
Bridges Tally Prime ERP with AI assistants, enabling querying financial reports…
56705
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
56706
Picaresco
Enables read-only querying and diagnostics of Fortigate firewalls via SSH, prov…
N/A N/A
56707
jsynowiec
airly Claim
Enables natural language interaction with air quality data from Airly, includin…
56708
arifszn
reminder-mcp Claim
Enables scheduling and triggering reminders delivered via Slack or Telegram thr…
56709
credit-union-2-0-llc
AI-powered credit union discovery MCP server. Find rates, check eligibility, an…
56710
fieldcure
filesystem Claim
Secure MCP server for sandboxed filesystem operations with document parsing sup…
N/A N/A
56711
Mireye-Labs
earth Claim
MCP server for Mireye Earth — federal-source-cited geospatial data for any MCP-…
56712
AuthBits
webmcp Claim
MCP server for web search and content extraction using DuckDuckGo or SearXNG, w…
N/A N/A
56713
ezesubu
Enables AI clients like Claude Code, Cursor, or VS Code to drive the Unreal Edi…
N/A N/A
56714
biccio
A generic MCP (Model Context Protocol) server for any Hugo blog, deployed on Cl…
56715
JiteshPL
grocery-mcp Claim
MCP server for grocery-related web automation using Playwright, enabling AI ass…
N/A N/A
56716
zongzi-zongzhi
local-Rag Claim
A local-first document retrieval MCP server that enables AI coding tools like C…
N/A N/A
56717
Delego-Dev
delego Claim
Intent-bound action authorization for AI agents: policy, human approval, and a …
N/A N/A
56718
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
N/A N/A
56719
ebenova
fieldops Claim
N/A N/A 95
56720
helbertparanhos
Full Easypanel control from Claude Code and Cursor — 37 tools for deployments, …
N/A N/A
56721
CSOAI-ORG
calendar-ai-mcp MCP server by MEOK AI Labs
N/A N/A
56722
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
56723
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
56724
AutomateLab-tech
Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…
N/A N/A
56725
Zahid-Abbas-Ali-Baig
Convert documents to Markdown using MarkItDown
N/A N/A
56726
Schubeler-Consulting
knowmind Claim
AI agent memory & knowledge graph, hosted in Germany: recall, relations, store,…
N/A N/A
56727
wlu03
Enable seamless interaction with Alpaca's trading API through a standardized pr…
N/A N/A 95
56728
mikeisfree
neo4j Claim
N/A N/A 95
56729
wenyuanw
Enables sending messages to Telegram channels via MCP protocol, integrating wit…
56730
genart-dev
genart-mcp Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
56731
axel-belfort
DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…
81
56732
somoscooper
cooper Claim
Cooper: catálogo, cobertura, razas y turnos del marketplace argentino de cuidad…
56733
jeeves5454
Enables AI assistants to query and explore Homebox home inventory data in real-…
56734
RubenGlez
devicecloud Claim
MCP server for DeviceCloud — query Maestro test uploads, results, analytics, an…
N/A N/A
56735
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
81
56736
shantoislamdev
Provides programmatic access to Material Web documentation and components for A…
N/A N/A
56737
cryptopilot-tools
Connects Claude Desktop to crypto and brokerage portfolio data via Coinbase and…
N/A N/A
56738
Phionx
Validate physics equations for dimensional consistency. Add custom variables an…
N/A N/A 95
56739
zer0-kr
Unified MCP server integrating NIST and OWASP security frameworks with live vul…
56740
clearskies-py
Provides AI assistants with tools for code generation, documentation, and proje…
N/A N/A
56741
alexkess
MCP server for Publer social media management API, enabling AI assistants to sc…
56742
rohithmahesh3
Indexes codebases using semantic embeddings for natural language search, enabli…
N/A N/A
56743 N/A N/A 95
56744
budgetfitter
BudgetFitter Claim
BudgetFitter is a free UK deal discovery platform with a public MCP server. Sea…
81
56745
mambalabsdev
Detects a company CRM, sequencer, and marketing automation from its public webs…
N/A N/A
56746
marmar9615-cloud
Enables AI agents to discover, validate, and call actions from web apps through…
56747
midnight-rgb
mcp Claim
Domain registrar for AI agents. Search, register, and manage domains via API.
N/A N/A 83
56748
ockham-sh
An MCP server for parsimony connectors that provides cheap discovery tools thro…
56749
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
N/A N/A
56750
xplusplusai
Enables AI assistants to search and analyze Microsoft Dynamics 365 Finance & Op…
Showing 56701–56750 of 56925 servers