MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44501
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
44502
A production-grade, type-safe MCP server for memory forensics via Volatility 3,…
N/A N/A
44503
schwarztim
gobuster-mcp Claim
A Model Context Protocol (MCP) server for Gobuster that enables AI assistants t…
44504
A minimal MCP server for homelab environments, providing demo tools like ping a…
44505
Scout Claim
Enables AI agents to perform comprehensive search across 27 search engines incl…
44506
josemvelez78
European business compliance suite for AI agents — 28 tools covering tax ID val…
44507
knowledgeislands
mcp-gmail Claim
MCP server that connects Claude with Gmail to read, send, delete, and manage me…
N/A N/A
44508
A real-time inter-agent switchboard, delivered as one centralized streamable-HT…
44509
Enables AI agents to query an approved Terraform module registry and generate c…
N/A N/A
44510
seungil
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
81
44511
Enables Claude to see and act in Grand Theft Auto V, spawning vehicles, changin…
N/A N/A
44512
Antmanbuilds
ari-mcp-py Claim
Python MCP server: fair-price checks, leaderboards, Ed25519 receipt verificatio…
N/A N/A
44513
renl
Enables storing and retrieving text passages based on semantic meaning using lo…
N/A N/A
44514
lazymac2x
Cloudflare Workers MCP server: api-contract-validator
44515
komoot-mcp Claim
Enables users to interact with Komoot for managing tours, planning routes, expo…
44516
mcp-jira Claim
Enables interaction with Jira issues, projects, and comments via API Key. Suppo…
44517
MCP server for Android device management via ADB, enabling inspection and confi…
N/A N/A
44518
datalattice
Actuarial chain-ladder reserving: IBNR, Mack stochastic stats, and assumption d…
N/A N/A
44519
JustTryAI
Enables LLM-powered tools to manage Databricks permissions, credentials, and Gi…
44520
Exposes the Zoho Analytics API v2 as an MCP server, enabling Claude and other c…
44521
lily95h
Enables interaction with Azure AI Foundry services including model exploration …
81
44522
agentaudit-dev
AgentAudit Claim
Security scanner for AI agent packages that enables AI agents to audit MCP serv…
44523
ArkTechNWA
Enables AI assistants to interact with Docker containers through safe, permissi…
N/A N/A 95
44524
Gabrielmcp78
A persistent server using Unix sockets that provides file operations and real-t…
N/A N/A 95
44525
PizzaYx
A Model Context Protocol server for Dify that provides culture-related services…
N/A N/A 95
44526
nduckmink
arkon Claim
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for…
N/A N/A
44527
lanten-ai
Connects AI assistants to the Lanten property management API, allowing them to …
44528
ATMcp Claim
Enables multiple LLM agents across devices to form teams, share knowledge, memo…
44529 N/A N/A 95
44530
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
44531
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
N/A N/A
44532
QiuwenZheng
Interminal Claim
Lightweight MCP server providing terminal access (SSH & local shells) for AI as…
N/A N/A
44533
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
44534
NeelContractor
Enables users to track expenses by adding, listing, and summarizing them with c…
44535
wyre-technology
spanning-mcp Claim
MCP server for Spanning Cloud Backup — M365/GWS/Salesforce SaaS backup, restore…
44536
Enables AI tools to access Arc Testnet blockchain data, including USDC balances…
44537
MCP server for tracking nutrition meals and workouts, integrating with claude.a…
44538
MCP server that connects AI agents to calendars, bookings, and scheduling polls…
44539
FastMCP server for querying FRED financial and macroeconomic data, providing to…
44540
Enables conversion of files, HTML, and Markdown to PDF through natural language…
44541
Enables document conversion and processing through an MCP server interface for …
N/A N/A
44542
usman.ramzan0505
myserver Claim
N/A N/A 95
44543
icloud-mcp Claim
Enables calendar management with iCloud through CalDAV, allowing users to list,…
44544
Enables AI agents to manage git-backed website content through natural language…
44545
mcp-da-vinci Claim
Exposes the DaVinci Resolve scripting API to LLMs, enabling inspection, media i…
N/A N/A
44546
@mcp-z
mcp-pdf Claim
N/A N/A 95
44547 N/A N/A 95
44548
omni-memory Claim
A fully-local AI memory system that saves notes, code, and terminal output to a…
N/A N/A
44549
Enables access to the IUPHAR/BPS Guide to PHARMACOLOGY database for querying dr…
44550
Model Context Protocol server exposing the SCOUTS-AI web search API as a single…
Showing 44501–44550 of 45235 servers
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