MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29701
binhtrongg
A Model Context Protocol server implementation that runs on Cloudflare Workers …
N/A N/A 95
29702
theYahia
MCP server for Yandex.Direct API — campaigns, ads, statistics, keywords. Bearer…
N/A N/A
29703
blockehh
Expose Twilio's APIs to AI assistants and tools supporting the Model Context Pr…
N/A N/A 95
29704
automatikstudio
Generates professional, AI-powered freelance project proposals including execut…
81
29705
JcBouquin
Enables users to fetch and display various types of jokes (Chuck Norris, Dad jo…
81
29706 N/A N/A 95
29707
@itskaransingh
docling-mcp-dev Claim
N/A N/A 95
29708 N/A N/A 95
29709
paychex
FastMCP server for Tavily search API with web search and content extraction
N/A N/A 95
29710
moltarch Claim
Marketing intelligence API for AI agents. Get strategic recommendations, build …
29711
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
29712
Explore the World through Live Webcams Explore the World in Real-Time: 10,000+ …
29713
Search CupShup's marketing knowledge base — services, case studies, and insight…
29714
Raroford32
azm Claim
N/A N/A 95
29715
open-hermios
kosmo Claim
N/A N/A 95
29716
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
N/A N/A 95
29717
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
N/A N/A
29718
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
29719
33jrdd
Enables AI assistants to interact with running Roblox game instances by inspect…
N/A N/A 95
29720
cbuntingde
Enables agents to maintain persistent memory through three-tiered architecture:…
N/A N/A 95
29721
Your OctoData API key. Get free at api.octodamus.com/v1/signup or buy at api.oc…
N/A N/A
29722
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
67
29723
ikido
Enables fetching and analyzing Toggl time tracking data with intelligent parsin…
81
29724
ura-tools
changelogai Claim
Generate changelogs and suggest semver bumps from git history
N/A N/A
29725
wakiwaki99
Enables remote management and monitoring of the Rickbot-3000 robotic system thr…
81
29726
kcw2034
MCP server for Nexon MapleStory OpenAPI - character, rankings, union, guild, an…
N/A N/A
29727
lulzasaur9192
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
N/A N/A
29728
rog0x
network Claim
DNS, IP info, SSL, WHOIS, ping for AI agents
N/A N/A
29729
Reactive Resume is a free and open-source resume builder designed to simplify t…
29730
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
81
29731
stevebutterworth
changeflow Claim
AI-powered web monitoring. Track any website, get structured change intelligenc…
N/A N/A
29732
opentweetio
mcp Claim
Manage your Twitter/X presence from any AI assistant — schedule, threads, and m…
N/A N/A
29733
1AQuantum
Provides AI assistants with advanced frontend debugging capabilities through 36…
N/A N/A 95
29734
DispatchTickets is a powerful SaaS-based ticketing and dispatch management plat…
N/A N/A
29735 N/A N/A 95
29736
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
29737
Git-Fg
An MCP server for web content extraction that converts HTML pages into clean, L…
81
29738
ViperJuice
mcp-gateway Claim
A meta-server for minimal Claude Code tool bloat with progressive disclosure an…
N/A N/A 95
29739
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
29740
ValkDB
dbdense Claim
Offline database schema context for LLM agents. Extract once, serve via MCP — n…
N/A N/A
29741
vidursharma202-del
threadline Claim
Persistent memory and context layer for AI agents. inject() before your LLM cal…
81
29742
joonho-wowpocket
mcp-server Claim
N/A N/A 95
29743
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
29744
wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A
29745
luis.ticas1
vsfclub1 Claim
N/A N/A 95
29746
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A
29747
mathiaschu
Enables AI assistants to manage Google Ads accounts by providing tools for quer…
N/A N/A 95
29748
aicrafted
searxng-mcp Claim
MCP server for SearXNG aggregator — web search across multiple engines via Mode…
N/A N/A
29749
kesugwa
weather-mcp Claim
N/A N/A 95
29750
i3T4AN
A local-first memory layer for coding agents to persist and retrieve project de…
Showing 29701–29750 of 30006 servers
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