MCP Server Quality Scores

Independent quality analysis of 43634 public MCP servers

43634
Discovered
29470
Scored
2111
Verified
16952
Complete

Last updated 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35801
anon-li
anon.li Claim
81
35802
warwickwood-cell
GenGEO Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
35803
alpernae
A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…
35804
reaper1067MSX
A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…
N/A N/A
35805
LemonSqueezy MCP server for managing your store from AI assistants
N/A N/A 81
35806
deepsearch-hq
Korean stock & crypto for AI agents. KRX news, financials, risk via x402 USDC p…
N/A N/A
35807
MatterCoder
Enables AI assistants to directly interact with Matter devices and protocol ope…
N/A N/A
35808
MacroSense-AI
Provides comprehensive food hierarchy and nutrition data through structured too…
81
35809
agentbuilders
Deploy full-stack AI agent apps with database, auth, storage, and Edge AI on on…
N/A N/A 95
35810
leonardwy
An MCP server for automating ANSYS HFSS simulations, providing persistent conne…
N/A N/A
35811
kaditang
Non-custodial Solana MCP: compare yields, buy tokenized US stocks (xStocks) & O…
N/A N/A 95
35812
veithly
climux Claim
Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…
N/A N/A
35813
Hamid-K
Avanza-MCP Claim
MCP server for Avanza portfolio monitoring and trading, supporting regular and …
N/A N/A
35814
CSOAI-ORG
EU Cyber Resilience Act (Regulation 2024/2847) compliance for AI agents. Produc…
N/A N/A
35815
Floe-Labs
Credit and payments for AI agent developers — over MCP. No crypto required
35816
CSOAI-ORG
html-parser-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
35817
mdz-axo
Provides comprehensive codebase analysis and semantic understanding through int…
N/A N/A 95
35818
madebyshun
Pay-per-use AI security and research tools for autonomous agents on Base, enabl…
35819
Kyle-Ski
Provides LLM context on U.S. national parks by integrating National Park Servic…
35820
snoe-findley
Enables AI agents to interface with Velociraptor for digital forensics and inci…
81
35821
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
35822
zaizaizhao
A Model Context Protocol server that helps programmers understand code by provi…
N/A N/A
35823
souldriver007
Enables semantic search of the KJV Bible and personal knowledge graph for scrip…
N/A N/A
35824
dingdawg
Safe scheduled AI agents with governance gates. Verified, receipted, fail-close…
N/A N/A 83
35825
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A 83
35826
Tae4an
Enables AI models like Claude to manage local prompt files with CRUD operations…
N/A N/A
35827
uvaresearch
wrapper-mcp Claim
Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…
35828
reidlo5135
Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …
35829
AlvisoOculus
Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…
35830
The Stall Claim 1
40 x402 AI tools: markets, DeFi, BTC mining economics, stocks, Reddit intel. US…
67
35831
Michelangelo-Z
Enterprise-safe agentic AI design doctrine. Read-only MCP, UK/EU residency, zer…
35832
alanpcf
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
N/A N/A
35833
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
35834
wyre-technology
abnormal-mcp Claim
An MCP server for Abnormal Security, enabling management of threat detection, e…
35835
atayilgun
Enables AI-assisted 3D content creation by allowing Claude Code to control Side…
N/A N/A
35836
kirandk
vsfclub1 Claim
N/A N/A 95
35837
retailerapi
Enables AI agents to access Walmart product data including lookups, price histo…
35838
paralax
SeldomMaster Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
N/A N/A
35839
LeticiaNascS
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
N/A N/A
35840
AI-powered Amazon ECS workload management
N/A N/A 81
35841
jtang613
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
N/A N/A 95
35842
nassie256
Local Windows ambient context (presence, foreground app, battery) as privacy-ga…
N/A N/A
35843
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
N/A N/A 95
35844
MCP-Mirror
Enables LLMs to interact with Agent-to-Agent (A2A) protocol compatible agents, …
81
35845 N/A N/A 95
35846
Ooak21
cortex402 Claim
Pay-per-call x402 data products on Base mainnet — sanctions, aviation weather, …
N/A N/A
35847
myrddian
Anchor Claim
a self-hostable Java/Spring Boot service for source-grounded chunk validation a…
35848
rebreakpsa
Pearch Claim
This project provides a tool for searching people using the Pearch.ai, implemen…
N/A N/A 95
35849
mfuechec
Enables AI agents to search, order, and monitor satellite and geospatial imager…
81
35850
llmindset
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
N/A N/A 95
Showing 35801–35850 of 43634 servers
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