MCP Server Quality Scores

Independent quality analysis of 46593 public MCP servers

46593
Discovered
29552
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
46501
vechain
Enables AI assistants to search VeChain documentation, query blockchain data (b…
46502
anand-92
MCP server for Google's Gemini 3.1 Flash Image that enables fast, high-resoluti…
46503
falcoschaefer99-eng
muse-brain Claim
Relational memory substrate for AI agents with MCP tools, identity continuity, …
N/A N/A
46504
seanwinslow28
Audit, scaffold, and triage agent intent specs against a 9-section template.
N/A N/A
46505
mehdisakalypr-cpu
Provides access to 9 AI executives offering board-ready business intelligence, …
46506
monte-carlo
Monte Carlo Claim
Data + AI observability — monitor and troubleshoot production-grade agents and …
81
46507
erorund
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
46508
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
46509
kermitic
Provides personalized store greetings combined with real-time weather informati…
81
46510
Bigred97
wgea-mcp Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
N/A N/A
46511
Vitalini
ebb-ai Claim
Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnig…
N/A N/A
46512
davidmosiah
withingsmcp Claim
Privacy-first, unofficial Withings MCP server for AI health, sleep, activity an…
N/A N/A
46513
valuein
valuein.biz Claim
Institutional-grade SEC financial data for AI agents — in one line of config. …
81
46514
Whatsonyourmind
DeckForge Claim
Generate executive-ready presentations via API. 32 slide types, 24 chart types,…
81
46515 N/A N/A 95
46516
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
N/A N/A 95
46517
AboJad2026
Enables AI assistants to interact with Unity Editor through the Model Context P…
N/A N/A 95
46518
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
81
46519
dropthis-dev
dropthis-mcp Claim
Publish HTML, files, or a URL to a permanent public URL, then update it — from …
N/A N/A
46520
ppcvote
MISP (Malware Information Sharing Platform) MCP server with built-in prompt inj…
N/A N/A
46521
0x-Professor
Enables AI coding assistants to generate, edit, and scaffold HTML UIs from natu…
N/A N/A
46522
Arkya-AI
Anchor MCP Claim
Provides persistent, local-first long-term memory for LLMs using Voronoi-partit…
N/A N/A 95
46523
carbonstop-hub
MCP server enabling AI assistants to automatically perform carbon footprint mod…
46524
mickmath86
Provides tools to access the Repliers API for real estate listings, property se…
46525
AterDev
Perigon.CLI Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
N/A N/A
46526
supersaiyane
AmplifyrMCP Claim
AmplifyrMCP is an MCP server that enables Claude Desktop to manage LinkedIn, Me…
N/A N/A
46527 N/A N/A 95
46528
ai-zerolab
Access Figma's powerful API to manage files, comments, and components seamlessl…
N/A N/A 95
46529
coffeenmusic
altium-mcp Claim
Use Claude to control or ask questions about your Altium project.
N/A N/A
46530
dwin-gharibi
Enables AI agents to manage the entire ArvanCloud platform (compute, networking…
46531
sustinbebustin
citadel-mcp Claim
MCP server bundling per-stack documentation tools for coding agents.
N/A N/A
46532
axelterrier
Enables interaction with Lidarr music collection management through natural lan…
81
46533
mymedi-ai
# MedCode Oracle — Healthcare API for AI agents License-free medical coding, p…
81
46534
CerevoxAI
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
46535
scott-zj62
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
81
46536
wspotter
A comprehensive business management server with 36 tools for running an art sup…
81
46537
avotsai
avots Claim
Image, video, audio, face-swap, talking avatars and chat across 300+ AI models,…
46538
rajgurung
Enforces team engineering standards across Git, code review, Rails, frontend, d…
N/A N/A
46539
dexcom-inc
argocd-mcp Claim
Manage ArgoCD GitOps applications - query status, sync, and troubleshoot deploy…
N/A N/A 95
46540
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
46541
isteamhq
MCP server for is.team, enabling AI agents to interact with project boards, tas…
46542
carloshpdoc
iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LS…
N/A N/A
46543
jmilinovich
Grove Claim
An open-source MCP server that makes your Obsidian vault accessible from any AI…
46544
aissablk1
MCP server for roadmap.sh: roadmaps, best practices, interview questions, proje…
N/A N/A
46545
divineapi
Official MCP server for Indian/Vedic Astrology by Divine API. 78 tools covering…
N/A N/A 95
46546
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
46547
cognis-digital
memorybank Claim
Portable long-term memory store for agents, exposed over MCP.
N/A N/A
46548
themewireco
Synchronity Claim
Enables AI assistants to search, compare, and buy products across connected Woo…
N/A N/A
46549
achuthprince004
A powerful MCP server that enables AI agents to perform structured, multi-step …
46550
wahyuzero
Enables AI agents to route web scraping traffic through a phone's cellular conn…
N/A N/A
Showing 46501–46550 of 46593 servers