MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29562
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46451
SmartSuiteFoundry
A locally-hosted MCP server enabling AI agents to securely interact with SmartS…
N/A N/A
46452
gordonkjlee
OpenMemory Claim
AI memory engine exposed as an MCP server with structured knowledge capture, en…
N/A N/A
46453
infai-tech
vulnfeed-mcp Claim
Dependency vulnerability scanner with EPSS exploit probability scoring. Scans l…
N/A N/A
46454
universal-mcp
Provides a standardized interface for interacting with Trello's tools and servi…
46455
joepangallo
agent-pay Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
N/A N/A 95
46456
bookknhp
Enables AI to view and manage e-commerce data such as products, orders, and cou…
N/A N/A
46457 N/A N/A 95
46458
ansvar
The open-source MCP server for European cybersecurity regulations. Query DORA,…
N/A N/A 95
46459
lukisch
17 tools for code analysis, JSON repair, encoding fix, format conversion, diff,…
N/A N/A 95
46460
blacksmithers
VaultForge Claim
An MCP server for Obsidian that enables canvas creation with auto-layout, BM25-…
N/A N/A
46461
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
N/A N/A 95
46462
iAmStarter
iStdBMAD Claim
A local MCP server that provides all 42 BMAD AI development skills to multiple …
N/A N/A
46463
redf0x1
An enhanced Model Context Protocol filesystem server that fixes common limitati…
N/A N/A
46464
zoharbabin
Enables AI models to upload, retrieve, search, and manage media in Kaltura, inc…
46465
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
46466
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
46467
hostsmith
Enables AI agents to deploy static files and get live HTTPS URLs instantly, wit…
46468
fiatgrowthorg
Enables AI agents to search, compare, and get personalized recommendations for …
46469
MDMagic-MCP
Use your own Word templates to convert Markdown → DOCX/PDF/HTML from any MCP-co…
46470
CSOAI-ORG
fitness-ai-mcp MCP server by MEOK AI Labs
N/A N/A
46471
Nudge Claim 1
MCP server that nudges better AI session behavior through token usage and effic…
N/A N/A 81
46472
lazymac2x
smart-data-extractor MCP server on Cloudflare Workers · REST + MCP JSON-RPC · f…
46473
WIndFate
An AI-powered MCP server for analyzing Japanese legal contracts and identifying…
46474
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
46475
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
46476
elbpr
## Thinking Toolkit *Twelve structured techniques for diagnosing and resolving…
81
46477
mjbeatty89
mcpserv Claim
N/A N/A 95
46478
gigachadtrey
chatsave Claim
N/A N/A 95
46479
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
81
46480
adrian
garmin-mcp Claim
N/A N/A 95
46481
subzeroid
hikerapi-mcp Claim
MCP server for HikerAPI — auto-generates 100+ Instagram tools (profiles, posts,…
46482
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
46483
howardpen9
Enables AI agents to communicate and coordinate across tmux panes, allowing the…
N/A N/A
46484
fastmcp-me
Enables AI agents to interact with KevoDB, a key-value database, through MCP to…
46485
danish-mar
Enables searching, discovering, and playing movies from IMDb via a Model Contex…
46486
IAGeneration
Swagger MCP Claim
Dynamically generates MCP tools from Swagger/OpenAPI specifications by extracti…
81
46487
FreeGuy-AI
A verified dependency-audit verdict any AI agent can call over MCP, not a raw s…
N/A N/A
46488
ruvnet
claude-flow Claim 2
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for e…
N/A N/A 67
46489
mahdi-salmanzade
MCP-Dubai Claim
An MCP server that provides AI agents with access to Dubai and UAE public data …
46490
jpcors
Enables control of Ring home security devices, including doorbells, cameras, li…
N/A N/A
46491
justguy
Provides code-aware context compression by stripping comments, docstrings, and …
81
46492
HealthyApps
Enables querying health data from the Health Auto Export app on iPhone/iPad via…
N/A N/A
46493
Acharya-Arvind
A distributed MCP server architecture with a master aggregator that orchestrate…
81
46494
GribStream
Hosted weather data MCP for discovery, validation, and OAuth-protected GribStre…
46495
MastadoonPrime
Sylex Memory Claim
Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared…
46496
klappe-pm
Enables real estate property searches with location and criteria filtering, plu…
81
46497
xcvdrew8
adad11 Claim
N/A N/A 95
46498
TeaBay
payclaw Claim
Drop-in x402 payment middleware for MCP servers. Charge AI agents per tool call…
46499
phoenix581228
An intelligent AI assistant routing and management platform that integrates 107…
N/A N/A 95
46500
ajinkyasabale-github
Enables LLMs to interact with OpenEHR electronic health record systems by retri…
81
Showing 46451–46500 of 46593 servers