MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29551
joepangallo
web-recon-agent Claim 1
Owned-target web security assessment MCP server for authenticated, high-frictio…
N/A N/A 95
29552
aestheticfunction
ds-mcp Claim
A read-only MCP server that provides AI coding agents with a queryable contract…
N/A N/A
29553
shivam-singh-git
recap-mcp Claim
Open-source MCP server giving Claude persistent project memory via plain markdo…
N/A N/A
29554
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
29555
epilande
An MCP server that provides real-time information access using Google Gemini's …
29556
johnfkraus
docsray-mcp Claim
An MCP server that provides AI assistants with advanced document perception cap…
29557
compasify
Model Context Protocol (MCP) server for Redmine that provides comprehensive acc…
29558
skyvanguard
mcp-vanguard Claim
A security pentesting MCP server with 89 tools across 10 categories, enabling c…
N/A N/A
29559
MananSingh2001
Converts Figma designs into production-ready React components with design token…
29560
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
N/A N/A
29561
shivamprasad1001
Enables AI assistants to track and manage expenses, including adding, viewing, …
N/A N/A
29562
DaisukeHori
Enables printing of Yamato B2 Cloud shipping label PDFs to a thermal label prin…
N/A N/A
29563
criblio
A Model Context Protocol server for Confluence Cloud that aggressively trims AP…
29564
malkreide
MCP server for the Swiss Federal Office of Public Health Infectious Disease Das…
29565
martinduartemore
GIMP MCP Claim
Enables AI models and external applications to control GIMP remotely via the Mo…
N/A N/A
29566
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
N/A N/A 69
29567
PraiseSinkamba
Azure DevOps MCP tools for Claude Code and Codex CLI, enabling interaction with…
N/A N/A
29568
liukeyu800
A fully offline MCP server for generating 15 types of SVG charts, including lin…
29569
Picaresco
zte-f680-mcp Claim
MCP server to manage and inspect a ZTE ZXHN F680 GPON router, enabling conversa…
N/A N/A
29570
jeremyjordan
mcp-gmail Claim
Enables Gmail access through MCP, allowing LLMs to read, compose, and send emai…
29571
gotham-os
Enables Claude Code to control a real browser using AI for web scraping, compet…
29572
Mingye-Lu
acrawl Claim
Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single b…
N/A N/A
29573
Anakintano
figma-mcp Claim
Enables AI agents to read, inspect, and export Figma designs programmatically. …
29574
xmindltd
Enables AI assistants to generate interactive mind maps from text, YouTube vide…
29575
Purple-Horizons
A self-hosted Sanity MCP server with full CRUD, atomic transactions, reference …
29576
nokia
Enables AI agents to manage infrastructure through natural language queries to …
29577
hex
Enables management of TeamCity CI/CD operations through natural language comman…
29578
extinctsion
mcp-py-devto Claim
Enables interaction with dev.to platform through a message-based architecture, …
29579
ch1y1z1
Enables sending push notifications via Bark and PushDeer services, supporting m…
29580
manofsadness
ItchWHMMCP Claim
A local MCP server for managing WHM and cPanel servers through AI clients, supp…
N/A N/A
29581
Skitchy
rekindle Claim
MCP session continuity engine. Boot reports, orientation scoring, and end-sessi…
N/A N/A
29582
Bigred97
aihw-mcp Claim
Query the AIHW in plain English — mortality, cancer, health spend, hospital wai…
N/A N/A
29583
kwaude
Enables AI agents to interact with the XMTP decentralized messaging network. Su…
81
29584
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
N/A N/A
29585
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
29586
erickvs
Enables AI agents to speak and listen in real-time with interruption handling, …
N/A N/A
29587
michalperni11-gif
Standardized SEC EDGAR financial data — income statements, balance sheets, cash…
29588
kholodihor
Enables AI assistants to create, manage, and track projects with associated tod…
29589
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
29590
ktmage
Enables AI assistants to manage Google Tasks (list, create, complete, delete ta…
N/A N/A
29591
OyaAIProd
Enables AI assistants to search and analyze vulnerabilities and exploits from m…
29592
Noquarter6
Verify contractor licenses: 50 states + DC + 8 cities — status, expiration, dis…
83
29593
catlog22
Integrates with Claude Code to execute AI-powered code analysis and workflow au…
N/A N/A
29594
Johnhyeon
StockLens Claim
Provides AI with real-time stock data from Naver Securities and Yahoo Finance v…
29595
louiscklaw
mcp-hko Claim
Provides access to Hong Kong Observatory weather data APIs, enabling retrieval …
29596
hamzashahbaz
reddit-mcp Claim
A read-only MCP server that connects to the Reddit Data API to search posts, br…
29597
xlisp
Enables remote control of Android phones via Claude Desktop, offering 45+ tools…
N/A N/A
29598
jkitchin
fairchem-mcp Claim
An interactive MCP server for FAIRChem and ASE simulations that allows LLM agen…
N/A N/A
29599
davidmosiah
Local-first CGM MCP for AI agents: Dexcom Developer API + FreeStyle Libre via L…
N/A N/A
29600
madrus
Enables AI assistants to run Vitest tests and analyze code coverage, supporting…
N/A N/A
Showing 29551–29600 of 45235 servers
« Prev 1 590 591 592 593 594 905 Next »