MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
51351
ssh-mcp Claim 2
MCP server for SSH operations with built-in diagnostics
N/A N/A 81
51352
kpphillips
Enables interaction with Autodesk ACC (Autodesk Construction Cloud) through the…
N/A N/A
51353
ps-copilot-sandbox
Enables querying a curated book database using MCP tools to retrieve basic or d…
N/A N/A
51354
bmage8923
Enables deployment of a Model Context Protocol (MCP) server on Cloudflare Worke…
81
51355
saihgupr
Enables managing Keyboard Maestro macros with natural language commands, includ…
N/A N/A
51356
jelle
The Cirra AI MCP server provides comprehensive Salesforce administration and da…
81
51357
wyre-technology
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
51358
malkreide
Enables AI models to access Swiss weather and climate data from MeteoSwiss, inc…
51359
vector-memory Claim 1
Semantic document memory using Redis vector store. Save and recall files with n…
N/A N/A 81
51360
ysocrius
Enables Cursor AI to read and modify Figma designs programmatically via the Mod…
N/A N/A
51361
as7722314
Enables reading, writing, editing, and converting Office documents (ODT, DOCX, …
N/A N/A
51362
lucasinclair
MatFlow Claim
Read-only MatFlow data: pricing, competitors, features, FAQs for combat-sports …
51363
ronkommoji
A filesystem-based MCP server that turns any MCP-capable AI agent into a conver…
N/A N/A
51364
ai-jcce
Contexta Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
81
51365
jovezhong
mcp-timeplus Claim 1
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka…
81
51366
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
51367
TunnelMind
Sigil Claim
Programmatic-advertising supply verification: ads.txt, schain, ATAP receipts, c…
51368
jcafazzo
A comprehensive MCP server that bridges AI applications with FHIR healthcare da…
51369
softvoyagers
qrmint-api Claim
Free styled QR code generator API with custom colors, logos, frames, and batch …
95
51370
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
51371
skyasu2
A natural language-based server analysis and monitoring system that automatical…
81
51372
Divyanshu-hash
GitPilot MCP Claim
An autonomous agent that automates GitHub contributions end-to-end, from issue …
N/A N/A
51373
Rastrian
Enables AI clients to manage Discord servers through natural language, offering…
51374
Catter58
mcpBPMSoft Claim
Enables natural language interaction with BPMSoft CRM by handling OData complex…
51375
Sealjay
MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC …
N/A N/A
51376
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
51377
AIWerk
Cal.com scheduling MCP server: manage bookings, event types, and availability.
N/A N/A
51378
dOpensource
Enables AI assistants to manage dSIPRouter operations such as endpoint groups, …
51379
hanxuanliang
This server enables searching PubMed articles, fetching metadata, and downloadi…
51380
Travis3699
neo4jmcp Claim
Explore and query Neo4j graphs with Cypher. Discover schema, run read operation…
N/A N/A 95
51381 N/A N/A 95
51382
VitalyMalakanov
A powerful MCP server that enhances LLMs with advanced sequential thinking capa…
51383
LittlePeter52012
Connect AI agents to your Todoist tasks via the Model Context Protocol (MCP).
51384
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
51385
cameroncooke
XcodeBuildMCP provides tools for Xcode project management, simulator management…
N/A N/A 95
51386
kamath
posthog Claim
N/A N/A 95
51387
rapid7
Enables AI-powered analysis of Rapid7 vulnerability and asset data by exporting…
51388
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
51389
cooa3e
AI-powered crypto trading signals for 400+ pairs. Generate directional signals …
N/A N/A 95
51390
SmartDogg
Enables MCP clients to read and write into a self-hosted personal knowledge bas…
81
51391
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
51392
t09tanaka
Provides VOICEVOX text-to-speech as an MCP tool. Requires a running VOICEVOX en…
N/A N/A
51393
Jensimogit
mcp-recall Claim
A self-hosted MCP memory server that gives AI assistants persistent, semantic m…
51394
us-all
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
N/A N/A
51395
snowykte0426
datagsm-mcp Claim
Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
51396
bsozen-4wm5
HashLock OTC Claim
Institutional-grade OTC crypto trading with HTLC atomic settlement on Ethereum,…
81
51397
j-east
AI image and video generation, editing, and transplant-grade region repair. Mul…
N/A N/A
51398
louiscklaw
hko-mcp Claim
MCP server with basic demonstration of getting weather from Hong Kong Observato…
N/A N/A 95
51399
Axiomatic-AI
MCP server enabling AI assistants to access the Axiomatic_AI Platform for scien…
51400
social
An authoritative AEO (answer-engine-optimization) reference corpus on saving fa…
81
Showing 51351–51400 of 56925 servers