MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35351
RyanJamesStewart
prompt-time Claim
Claude Desktop reminders for Windows. Survives MSIX boundary; persists across r…
N/A N/A
35352
liuwanwan1
CodeBrain Claim
Provides semantic code search and index status for codebases using RAG, enablin…
N/A N/A
35353
yujeongJeon
caniuse-mcp Claim 1
An MCP server that provides browser compatibility data and web API support info…
N/A N/A 95
35354
bgigurtsis
aegis-mcp Claim
Provides AI coding agents with deterministic security requirements, approved pa…
N/A N/A
35355
MetaSearch-IO
Provides crypto market intelligence tools, reference resources, and prompt temp…
35356
alroy
Gong-MCP Claim
Provides tools to access Gong call data, including listing calls, retrieving de…
35357
roarkhq
Enables AI assistants to interact with the Roark REST API, allowing them to exp…
35358
fullstackdegen
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
N/A N/A
35359
sjgant80-hub
MCP server that exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as …
N/A N/A
35360
gracexiaowork
Enables TestRail test management through MCP tools, allowing users to manage pr…
35361
xiaobenyang-com
mcp-12306 Claim
Search real-time 12306 ticket availability for direct and transfer journeys. Lo…
N/A N/A 95
35362
mikepiechota
Pandough Claim
Flour-first dough plans: yeast, hydration, schedule from flour you own. No API …
35363
MCP-Mirror
Enables malware analysis through terminal command execution with specialized to…
N/A N/A 95
35364
@buihongduc132
mcp-chrome Claim
N/A N/A 95
35365
rusnetru
MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text gen…
N/A N/A
35366
Rendeverance
ToolFunnel Claim
A zero-dependency MCP gateway: host your own tools, forward and curate tools fr…
N/A N/A
35367
FrankNFT-labs
profile Claim
Read-only MCP server for Frank Poncelet: profile, career, projects, speaking, e…
35368
AltriaPendragon49
Provides protein family, domain, and functional annotation using InterProScan, …
35369
ar-agents
mcp Claim
Argentine business automation: Mercado Pago, AFIP/ARCA, WhatsApp, banking, ship…
N/A N/A
35370
opgginc
opgg-esports Claim
Connect AI agents to OP.GG Esports data and retrieve upcoming League of Legends…
81
35371 N/A N/A 95
35372
koosoftware
Enables querying pre-built Metabase cards for QMSCloud reporting, allowing retr…
35373
uchit
Regulated-industry AI compliance knowledge as MCP. 6 tools (lookup_control · cl…
N/A N/A
35374
wheattoast11
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
N/A N/A
35375
cloudgatedevs
Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs…
35376
dkfmaekdnjfk
An MCP server that lets Claude read live transcripts and notes from Alt, a real…
N/A N/A
35377
thomas-rx
Enables interaction with the Qonto API v2 via 21 tools for organization, transa…
35378
IBM i / RPG / DB2 bridge — parse, map, govern (IBM i security / SOX).
N/A N/A 81
35379
mmouradbahri
Enables ticker-to-CIK resolution for SEC EDGAR, allowing users to query US stoc…
35380
Ahmedaltu
Bridges Claude Code and Claude.ai by exposing project memory files over MCP for…
35381
beom-trading
Run and backtest quantitative trading strategies using natural language descrip…
N/A N/A 95
35382
Sisuthros
Persistent memory + decision tracking for Claude across sessions. Local SQLite,…
N/A N/A
35383
hasna
Project management CLI + MCP server for AI agents. Register projects once, open…
N/A N/A
35384
kylecui
NetForensicMCP Claim 1
An MCP server for offline network forensic analysis and threat intelligence, en…
N/A N/A 95
35385
pinkpixel-dev
Enable AI agents to store, search, and delete persistent memories across sessio…
N/A N/A 95
35386
gapra
Provides automated analysis, audit, and code generation to migrate Nuxt 2/3 pro…
N/A N/A
35387
inav
Exposes Databricks REST APIs as MCP tools for managing and querying a Databrick…
35388
AdityaKhandelwal10
Enables AI assistants to manage TickTick tasks including listing, creating, upd…
N/A N/A
35389
conversionapi
EnConvert Claim
Unified web ingestion for AI agents: perceive, discover, search, extract, inges…
N/A N/A
35390
NautilusOSS
ulu-voi-mcp Claim
Provides curated, meaningful information about Voi ecosystem protocols, applica…
N/A N/A
35391
Knoseman
An MCP server for Nexi POS payment operations, enabling creation of purchases a…
35392
prahveent
MCP server for SQL Server database interactions, providing tools to list databa…
N/A N/A
35393
mieubrisse
A local MCP server for the Notion API, enabling AI agents to read, write, and m…
35394
stackblaze
rabbitmq-mcp Claim
Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
35395
ziv-daniel
node-red-mcp Claim
A Model Context Protocol server for Node-RED integration, enabling AI agents to…
35396
seniorcat
memoh-mcp Claim
MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-co…
35397
CSOAI-ORG
grammar-fix-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35398
WenNinghan
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
N/A N/A
35399
bikefuchs
Price comparison & cart optimizer for bike parts across German & Austrian shops
35400
MCP-Mirror
Provides access to Swiss court decisions through the entscheidsuche.ch API, ena…
81
Showing 35351–35400 of 67181 servers
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