MCP Server Quality Scores

Independent quality analysis of 47628 public MCP servers

47628
Discovered
29602
Scored
2112
Verified
16952
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47551
yopie-org
mailtarget Claim
MCP server for Mailtarget that exposes tools to discover and call management AP…
47552
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
N/A N/A
47553
chenlinyang
A Model Context Protocol server that provides secure access to MySQL databases …
47554
ginomoretta-creator
Enables AI agents to autonomously write, run, and debug NASA GMAT mission scrip…
N/A N/A
47555
gamesme
chatlab-mcp Claim
Enables AI assistants to query local ChatLab chat history using natural languag…
N/A N/A
47556
appmashop
MaShop MCP Claim
Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any …
47557
andsky
Enables AI assistants to directly control the Cocos Creator game editor via MCP…
N/A N/A
47558
drquandary
A sophisticated academic manuscript revision system that provides surgical, lin…
N/A N/A
47559
Hiruna219066
Unified MCP server for managing cloud resources across AWS, Google Cloud, Azure…
47560
Bookmark Lens Claim 1
Local-first bookmark management with semantic search and AI-powered organization
N/A N/A 81
47561
kentcdodds
Enables running a remote MCP server on Cloudflare Workers with OAuth login, all…
47562
theYahia
vk-ads-mcp Claim
MCP server for VK Ads API enabling management of campaigns, ads, statistics, ta…
47563
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
47564
caspercrause
A Model Context Protocol (MCP) server for Display & Video 360 that provides ent…
47565
cyanheads
UN Comtrade international trade statistics via MCP. Country/HS lookups, flows, …
N/A N/A
47566
inscada-app
Enables AI assistants to interact with inSCADA systems via the Model Context Pr…
47567
AndriiOzemko
A server for managing notes with full CRUD operations, tagging, and search, com…
N/A N/A
47568
kamath
posthog Claim
N/A N/A 95
47569
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
47570
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
47571
benbjurstrom
Provides semantic search and keyword search over Obsidian notes, along with dir…
N/A N/A
47572
stackblaze
rustfs-mcp Claim
A per-add-on RustFS (S3) object-storage admin MCP for the kubero chat, enabling…
N/A N/A
47573
CSOAI-ORG
expense-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47574
mcpvot
intelligence Claim
N/A N/A 95
47575
amir_shocknews
test Claim
N/A N/A 95
47576
felipestenzel
mcp-tap Claim
Enables AI assistants to discover, install, configure, and manage MCP servers t…
N/A N/A
47577
kassol
mcp-searxng Claim
Enables AI assistants to perform web searches and read URL content via a SearXN…
47578
fastmcp-me
Provides KOSPI/KOSDAQ stock data including ticker lookup, OHLCV, market capital…
N/A N/A
47579
lukleh
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
47580
srotzin
Pre-settlement on-chain address risk screening for autonomous agents, using GoP…
47581
abhiyoheswaran1
agentloopkit Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
N/A N/A
47582
gururajhm-neo
MCP server for TestNeo quality workflows, enabling test generation, execution, …
47583
jlceaser
A native C# MCP server that gives AI agents real-time control and visual analys…
N/A N/A
47584
kaznak
Enables Claude AI to interact with Prometheus Alertmanager for alert retrieval,…
47585
wyre-technology
An MCP server for Blackpoint Cyber MDR platform, enabling management of securit…
47586
talonicdev
talonic-mcp Claim
Schema-validated document extraction with searchable workspace memory. Extract …
47587
finos
Provides direct access to AI governance framework documents, risks, and mitigat…
N/A N/A
47588
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
47589
ssolis-ti
Transforms any compatible LLM or AI Assistant into a master orchestrator of Cre…
N/A N/A
47590
flyearth9981
A Model Context Protocol (MCP) server that enables seamless integration between…
N/A N/A
47591
dannymaaz
Memory MCP Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
47592
r-space-technology-ltd
rspace Claim
R.Space — the real estate OS for the UAE. The platform powers every side of th…
81
47593
quavedev
Enables AI assistants to interact with Monti APM for Meteor application perform…
47594
fuhaooo
Allows AI assistants to query Twitter data including user info, tweets, trends,…
47595
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
81
47596
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
47597
baiyajin
Enables AI-assisted reverse engineering and debugging through x64dbg integratio…
N/A N/A 95
47598
andychoi
Provides AI agents with full access to Strapi 5.x CMS for managing content type…
81
47599
nathanaeljyhlee
MCP server that gives AI agents access to Babson's campus events and student or…
47600
Business-Maps
An MCP bridge server that allows AI tools to call functions and execute code di…
N/A N/A 95
Showing 47551–47600 of 47628 servers