MCP Server Quality Scores

Independent quality analysis of 54421 public MCP servers

54421
Discovered
29768
Scored
2112
Verified
16952
Complete

Last updated 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52501
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
52502
Shin-Kyeongsik
A minimal MCP server that provides a single 'hello' tool returning a greeting m…
52503
MCP-Mirror
Enables AI agents to dynamically discover and interact with APIs through Swagge…
81
52504 N/A N/A 95
52505
micah-nettey
mcp Claim
Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
N/A N/A 83
52506
a2cr
A2CR Claim
Save WorkBaton checkpoints and WorkStash notes for AI agent handoffs.
N/A N/A
52507
circlesac
Serves Markdown documentation as an MCP server, enabling AI agents to answer qu…
52508
Wellix260
A single Python package that bundles 18 plug-and-play MCP servers for Claude, a…
52509
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
52510
CSOAI-ORG
commit-message-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52511
arturwyroslak
Manage session settings, health checks, and security safeguards in one place. C…
N/A N/A 95
52512
adstastic
reflect-mcp Claim
Enables AI assistants to create notes, save links, append to daily notes, and m…
N/A N/A
52513
htshongany
Enables checking web feature compatibility with Baseline standards, analyzing H…
N/A N/A
52514
atototo
Provides tools for querying and writing finance records in a Notion-backed hous…
N/A N/A
52515
nikolaymokh-dev
A hardened MCP server for managing Yandex.Direct advertising campaigns with rea…
N/A N/A
52516
mustafamemon265789-cloud
A production-ready Model Context Protocol (MCP) server that integrates with the…
52517
AterDev
Perigon.CLI Claim
This is a tool that helps you quickly build backend services based on Asp.Net C…
N/A N/A
52518
romankonoplinai-arch
Provides 43 tools for complete Supabase control including database operations, …
81
52519
christian-beep383
CarryFeed Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
N/A N/A
52520
waldium
waldium Claim
N/A N/A 95
52521
Bitcoin-native credit ratings. ⚡ Lightning pay-per-query (99 sats) or API subsc…
N/A N/A 69
52522
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
52523
llmops-pro
Run a Shopstr / NOSTR marketplace storefront from an AI agent — create and upda…
52524
TonyWang-hub
Read-only merchant data from 8 Chinese e-commerce platforms: orders, products, …
N/A N/A
52525
forgemeshlabs
imagegen-mcp Claim
AI image generation MCP server with generate, background removal, 4x HD upscale…
52526
alfi-j
Enables comprehensive JavaScript code analysis and debugging using ESLint and c…
N/A N/A 95
52527
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
52528
CSOAI-ORG
schema-validator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52529
brianfofficial
RetentionCheck Claim 1
Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers …
N/A N/A 61
52530
rechedev9
Enables Tealium data layer validation, debugging, documentation generation, and…
N/A N/A
52531
orange521456
ComfyUI MCP Claim
MCP server that connects local ComfyUI to AI agents, enabling natural language …
N/A N/A
52532
Git-Fg
An MCP server for web content extraction that converts HTML pages into clean, L…
81
52533
riamsantky
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
81
52534
brothaakhee
An MCP server that lets AI agents hire humans to complete real-world missions —…
N/A N/A
52535
abasensei
VLayer Claim
HIPAA compliance scanner for healthcare software. Automatically detect PHI expo…
81
52536
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
52537
tazhate
Provides Claude Code with local semantic search and indexing of your codebase u…
N/A N/A
52538
piotron
MCP server for querying connected WiFi devices from MikroTik RouterOS, enriched…
N/A N/A
52539
gurezo
Assists MDN Japanese translation tasks by automating file copying from English …
N/A N/A
52540
bwarzecha
Enables LLMs to search and retrieve information from large technical documentat…
N/A N/A
52541
hpuhsp
Analyzes Gradle dependencies in Android projects, supporting Version Catalog, d…
N/A N/A
52542
mountainmystic
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
N/A N/A 67
52543
onchaintel
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
81
52544
3DStreet
3dstreet Claim
Drive an open 3DStreet scene tab from Claude Desktop or Claude Code via MCP too…
N/A N/A
52545
karannsharma01
Provides real-time US weather alerts and forecasts using the National Weather S…
52546
dohoon84
Enables users to generate and execute InfluxDB queries using natural language c…
81
52547
november11th
Provide real-time subway congestion information for Seoul with station and line…
N/A N/A 95
52548
olivier-motium
x-ai-mcp Claim 1
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
81
52549
olsonale
A comprehensive Model Context Protocol (MCP) server for the Todoist API. Provid…
N/A N/A
52550
meabs
Enables users to explore and manage banking card features including product dis…
N/A N/A
Showing 52501–52550 of 54421 servers