MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
31501
Venkatchavan
OpenAEC MCP Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
31502
joinmassive
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
31503
nyxCore-Systems
ckb Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
N/A N/A
31504
pipeworx-io
mcp-hunter Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
31505
eljefedelrodeodeljefe
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
31506
clauxel
Playwright selector risk checks with healing suggestions and receipts.
31507
Winter279
gobox-mcp Claim
Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
31508
LPDigitale
Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
31509
gautamrajur
MCP server for Splitwise. Enables creating and managing expenses, splits, and g…
31510
pipeworx-io
Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
31511
MIMICLab
Enables web search using Google Gemini with search grounding and question-answe…
N/A N/A
31512
Node804
MCP server for reading Claude Code session history from the local filesystem, e…
N/A N/A
31513
dmitriiweb
Enables fetching and parsing news articles from URLs, extracting title, text, a…
31514
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
31515
mohammed-almassri
MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…
N/A N/A
31516
kkroekerMTB
Lightweight Node MCP server that enables querying Tally product and category da…
31517
ponthepmk
ai-discuss Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
N/A N/A
31518
junter1989k-ai
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
31519
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
31520
log-wade
Provides professional-grade data center engineering calculations including cool…
31521
Discover and explore Azure Verified Modules from the Bicep Public Registry
N/A N/A 81
31522
mcpia
worksia Claim
N/A N/A 95
31523
Axel-Jalonen
lego-mcp Claim
An MCP server that enables LLMs to build physically valid Lego models by enforc…
N/A N/A
31524
cognis-digital
mcpharden Claim
Scans MCP servers for security hardening issues including capability declaratio…
N/A N/A
31525
jpvarbed
MCP server that provides tools to control a server-owned Pomodoro timer, allowi…
31526
CSOAI-ORG
cron-ai-mcp Claim
cron-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31527
byrn-baker
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
N/A N/A
31528
sole03
Captures code modifications via AST analysis, generates reusable rules, and inj…
N/A N/A
31529
cannavis
Enables full-text search of macOS iMessages including link preview metadata. Wo…
N/A N/A
31530
yeyorg
xamp Claim
MCP server that gives Claude Code and OpenCode direct access to your XAMPP Mari…
N/A N/A
31531
fastmcp-me
Enables AI-powered analysis of Korean stock market data and corporate disclosur…
31532
alexandresanlim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
N/A N/A
31533
nachiketap11
An MCP server that exposes Azure Data Factory operations as tools any LLM can c…
31534
ziyarago
Bridges a RisalDash ESP32/ESP8266 device to MCP — every dashboard widget become…
N/A N/A
31535
devil-imps
An MCP server that provides programmatic access to devil hosting platform manag…
N/A N/A
31536
sjgant80-hub
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
N/A N/A
31537
inkan-tech
DebugPilot Claim
Enables AI agents to inspect debug state, control execution, and set breakpoint…
N/A N/A
31538
opcastil11
PlanckBot Claim
An adaptive tiny-model layer that sits between an LLM and its MCP tools, compre…
N/A N/A
31539
us-all
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
31540
CSOAI-ORG
event-planning-ai-mcp MCP server by MEOK AI Labs
N/A N/A
31541
bpzx
MCP server for web page fetching (converting to Markdown/text with automatic fa…
31542
Sergeantfirstclassvincetoxicumnegrum35
Read-only Model Context Protocol server for EverQuest Legends public sources, e…
31543
krackenservices
Enables querying and analyzing distributed traces from Jaeger, including servic…
N/A N/A
31544
Haavi97
Enables Claude to access and manage GitHub repositories dynamically at runtime,…
N/A N/A
31545
jmpnop
Enables AI assistants to perform autonomous binary analysis, malware inspection…
N/A N/A
31546
ebarros23
Provides access to comprehensive U.S. and international energy data from the EI…
81
31547 N/A N/A 95
31548
aitor-alt
pixel-squads Claim 1
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
N/A N/A 83
31549
kaushik701
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
31550
giauphan
Enables AI agents to interact with both frontend and backend projects by provid…
N/A N/A
Showing 31501–31550 of 64798 servers
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