MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
26351
remoas
Generate professional App Store screenshots by matching any top app's style.
N/A N/A 83
26352
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
81
26353
antoine-cherfane
Hello Claim
Greet anyone by name with friendly messages. Discover the origin story of 'Hell…
81
26354
engrdeveloper
Enables posting text messages to Facebook business pages through MCP. Supports …
81
26355
Nexus-Digital-Automations
A comprehensive Node.js server implementing Model Context Protocol (MCP) that e…
81
26356
zecure
Automatically generates MCP servers from OpenAPI/Swagger specifications, enabli…
81
26357
noahgift
pmcp Claim
High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK…
N/A N/A 95
26358
Tool Filter MCP Claim 1
MCP proxy server that filters tools from upstream MCP servers via regex-based d…
N/A N/A 81
26359
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
26360
SuReaper
A template repository for bootstrapping Model Context Protocol (MCP) servers wi…
81
26361
phuhduong
Enables searching for electronic components through the Nexar Supply API, provi…
81
26362
neuromcp Claim
Semantic memory for AI agents with hybrid search, knowledge graph, and consolid…
N/A N/A
26363
reviewmyemails
Real-time Polymarket and Kalshi data, cross-platform arb detection, strategy si…
N/A N/A 83
26364
shrimp Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
N/A N/A
26365
skavinvarnan
Calculate and analyze financial metrics efficiently with this tool. Simplify co…
N/A N/A 81
26366
workprotocol Claim
Agent work marketplace — browse jobs, claim work, deliver results, get paid in …
26367
mvm.lenko
highlight-ai Claim
N/A N/A 95
26368
chestnutforty
Retrieves historical prediction data, community forecasts, and user comments fr…
81
26369
mikusnuz
gsc Claim
MCP server for Google Search Console & Indexing API — search analytics, sitemap…
N/A N/A
26370
keotheodangcha548
sei-mcp Claim
N/A N/A 95
26371
dk123579
Enables AI assistants to manage architectural decisions through CRUD operations…
81
26372
dynamicendpoints
# PSADT-MCP Server A Model Context Protocol (MCP) server that provides AI assi…
N/A N/A 95
26373
varunjain-byte
Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…
81
26374
ricocf
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access…
81
26375
KyleAnthonyMcAdam
A simple Model Context Protocol server implemented in TypeScript that enables c…
N/A N/A 95
26376
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
26377
PurlieuStudios
Bridges ComfyUI's AI image generation workflows with game development, enabling…
N/A N/A 95
26378
artiomdiu
mastra-test Claim
N/A N/A 95
26379
86755crj
n8n Claim
N/A N/A 95
26380
pendialek
Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, all…
N/A N/A 95
26381
sagarkalra-tech
timezest-mcp Claim
MCP Server for TimeZest: manage appointments, pending requests, and ticket sche…
N/A N/A
26382
vnikhilbuddhavarapu
This server enables interaction with Mattermost workspaces to manage channels, …
26383
muggleai
Muggle AI Claim
Ship quality products with AI-powered QA that validates your app's user experie…
N/A N/A
26384
travissavard
docs-mcp Claim
N/A N/A 95
26385
brandu-mos
Supervised Meta Ads operating system for Claude Code with 57 campaign managemen…
N/A N/A
26386
3d-era
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Clau…
N/A N/A
26387
pythondev-pro
PyForge IDE Claim
Enables Python code execution in a sandboxed environment with virtual file syst…
N/A N/A 95
26388
mcp Claim
x402 micropayments for AI agents — credits-based, no wallets, no blockchain.
N/A N/A
26389
browser-gateway
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provide…
N/A N/A
26390
propify
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
26391
carsonroell-debug
Broken link detection with affiliate tracking, revenue loss estimation, and fix…
N/A N/A
26392
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
26393
jamesrez
Find where the money is in AI services. See what's earning and find market gaps.
N/A N/A 90
26394
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
26395
MCP-Mirror
Mevzuat MCP Claim
Provides programmatic access to the Turkish Ministry of Justice Legislation Inf…
81
26396
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
81
26397
brandondek
Enables Claude to orchestrate multi-model AI roundtable discussions between GPT…
81
26398
PreistlyPython
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
N/A N/A 95
26399
mikusnuz
meta-ads Claim
MCP server for Meta Marketing API — Facebook & Instagram ad campaign management
N/A N/A
26400
amessagee
mcp-1 Claim
N/A N/A 95
Showing 26351–26400 of 30006 servers
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