MCP Server Quality Scores

Independent quality analysis of 58691 public MCP servers

58691
Discovered
29879
Scored
2112
Verified
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17601
walkojas-boop
LinkPulse Claim
URL reality check for AI agents — returns HTTP status, SHA-256 content hash, cl…
D 53 44 84 0 35 81
17602
markmhendrickson
neotoma Claim
Deterministic state layer for AI agents. Stores versioned entities (contacts, t…
D 53 44 56 0 N/A 81 81
17603
xiaobenyang-com
Sequential-Thinking Claim 1
A MCP server that implements sequential thinking protocols, provides structured…
D 53 53 57 67 0 45 95
17604
devantler-tech
KSail Claim
SDK for creating, managing, and operating Kubernetes clusters and workloads wit…
D 53 53 60 32 0 82 95
17605
vastavikadi
Enables interaction with Somnia blockchain data, providing tools to retrieve bl…
D 53 53 72 60 0 24 95
17606
findmephoto
FindMe Photo Claim 1
Create wedding galleries, upload photos, and pull analytics on FindMe Photo fro…
D 53 44 86 0 N/A 50 69
17607
mbeato
agentcontext Claim
Normalize AGENTS.md / CLAUDE.md / .cursor/rules / .clinerules / .windsurf/rules…
D 53 44 86 0 N/A 32 81
17608
avelino
mcp Claim
CLI that turns MCP servers into terminal commands, single binary
D 53 44 60 0 N/A 73 81
17609
agentzonemkp
AgentZone MCP Claim 1
Enables LLMs to search, discover, and interact with over 37,000 verified on-cha…
D 53 44 90 0 27 81
17610
UseJunior
Safe Docx Claim
AI-native surgical editing of existing Word .docx files with formatting preserv…
D 53 44 54 0 N/A 83 81
17611
thijssmudde
agentreacher Claim
Connect your AI to social media. Create, schedule, and publish posts to 9+ plat…
D 53 44 64 0 N/A 82 69
17612
hyprmcp
jetski Claim
Authentication, analytics, and prompt visibility for MCP servers with zero code…
D 53 53 54 41 0 85 95
17613
Mohammed-Rashad
Stream Claim
Stream MCP server https://streampay.sa/
D 53 55 72 72 0 30 82
17614
trypeach-io
Peach MCP Server Claim
Enables AI assistants to interact with the Peach WhatsApp messaging platform to…
D 52 53 66 51 0 50 90
17615
agntcy
AGNTCY Identity Service serves as the central hub for managing and verifying di…
D 52 53 54 45 0 72 95
17616
ChocoData-com
Amazon Scraper API Claim 1
Scrape Amazon products, search, and async batch ASIN lookups across 20 marketpl…
D 52 44 72 0 N/A 51 81
17617
MarcSkovMadsen
HoloViz MCP Claim
A comprehensive MCP server that provides intelligent access to the HoloViz ecos…
D 52 53 58 37 0 76 94
17618
KissPeter
Affilio.link URL shortener — shorten affiliate links, get QR codes, powered by …
D 52 44 76 0 43 81
17619
cablate
Agentic-MCP-Skill Claim
Agentic-MCP, Progressive MCP client with three-layer lazy loading. Validates Ag…
D 52 53 84 31 0 38 95
17620
studiomeyer-io
AI visibility monitoring. 23 tools for 8 LLM platforms. 19 tools free without A…
D 52 44 52 10 68 81
17621
cloudcwfranck
An MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.
D 52 44 69 0 53 81
17622
0xJacky
nginx-ui Claim
Yet another WebUI for Nginx
D 52 53 56 31 0 84 95
17623
gatordevin
Corben MCP Server Claim
Provides AI agents with 220+ tools for building websites, sending email, managi…
D 52 44 84 0 N/A 32 81
17624
chatmcp
mcprouter Claim
A proxy service that connects MCP clients to remote MCP servers, allowing users…
D 52 55 62 73 0 40 81
17625
anysiteio
Enables comprehensive access to LinkedIn and Instagram data including user prof…
D 52 55 100 10 0 57 81
17626
raphasouthall
neurostack Claim
Your second brain, starting today. CLI + MCP server that helps you build, maint…
D 52 55 88 10 0 79 81
17627
joinQuantish
limitless-mcp Claim 1
Enables AI agents to trade on Limitless prediction markets on Base via MCP, wit…
D 52 53 75 45 0 38 95
17628
rishipradeep-think41
Enable seamless interaction with Google Calendar through a standardized protoco…
D 52 53 54 66 0 41 95
17629
RedCiprianPater
NWO Robotics Claim
Control real robots and IoT devices through AI agents. Self-register with walle…
D 52 44 86 0 27 81
17630
ag2-mcp-servers
An MCP Server that provides a conversational interface to the UK Open Banking a…
D 52 44 45 51 21 84
17631
getfounded
mcp-tool-kit Claim
Agentic abstraction layer for building high precision vertical AI agents writte…
D 52 55 84 37 0 53 76
17632
MadaBurns
dns Claim
DNS and email security scanner with 78 MCP tools for SPF, DMARC, DNSSEC, SSL, a…
D 52 55 90 10 0 74 82
17633
danielsteman
Provides movie listings, showtimes, and personalized recommendations for Amster…
D 52 55 90 51 0 24 81
17634
sequenzy
sequenzy-mcp Claim
AI-powered email marketing automation. Manage subscribers, campaigns, and seque…
D 52 53 90 46 0 24 83
17635
Ruashots
Proxmox MCP Server Claim
Enables management of Proxmox VE infrastructure through natural language, provi…
D 52 55 94 40 0 31 81
17636
stripe
stripe Claim
The Stripe Model Context Protocol server allows you to integrate with Stripe AP…
D 52 44 60 10 58 80
17637
ksgisang
AI-powered E2E testing MCP server. Point at a URL — AI generates test scenarios…
D 52 44 58 0 71 81
17638
shibaleo
MCPist Claim
A gateway service that connects AI assistants to numerous external tools like N…
D 52 44 64 10 50 82
17639
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
D 52 44 38 58 28 82
17640
imbenrabi
Complete financial market access for AI assistants - Real-time stocks, crypto, …
D 52 55 61 41 0 79 81
17641
API-200
api200 Claim
API 200 is an open source API gateway to simplify 3rd-party integrations. Impor…
D 52 53 64 43 0 54 95
17642
BACH-AI-Tools
Yakpdf MCP Server Claim
Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowi…
D 52 44 50 32 45 81
17643
netdata
Discovery, exploration, reporting and root cause analysis using all observabili…
D 52 55 60 43 0 84 80
17644
eL1fe
mcpdir Claim
The largest open MCP server directory — 8,000+ community-driven Model Context P…
D 52 53 76 43 0 33 95
17645
jakobautomation
agentsvc-mcp Claim
20 pay-per-call utility tools for AI agents via x402 USDC micropayments on Base…
D 52 44 84 0 27 81
17646
vovala14
vynly-mcp Claim 1
Publish AI-generated images to Vynly, the AI-only social feed, from any MCP-awa…
D 52 55 94 10 0 68 81
17647
aliyun
Provides tools for accessing Alibaba Cloud observability products including SLS…
D 52 55 78 41 0 55 82
17648
web-infra-dev
rsdoctor Claim 1
An MCP server that provides build analysis and optimization recommendations for…
D 52 44 35 15 N/A 86 83
17649
systempromptio
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
D 52 55 85 37 0 50 81
17650
rahgadda
OpenAPI MCP Server Claim 1
A Model Context Protocol Server that enables LLMs to interact with and execute …
D 52 44 33 62 40 74
Showing 17601–17650 of 58691 servers
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