MCP Server Quality Scores
Independent quality analysis of 64798 public MCP servers
Last updated 1 hour, 14 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31501 |
OpenAEC MCP
Claim
Safety-first Model Context Protocol platform for AEC applications, enabling AI …
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| 31502 |
@joinmassive/mcp-server
Claim
Gives AI agents real-time web access with JS rendering, captcha solving, and ge…
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| 31503 |
ckb
Claim
Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol…
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| 31504 |
mcp-hunter
Claim
Wraps the Hunter.io email finder and verification API, enabling email lookup an…
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| 31505 |
inventree-mcp-plugin
Claim
MCP server plugin for InvenTree, enabling AI assistants to interact with invent…
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| 31506 |
Playwright selector risk checks with healing suggestions and receipts.
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| 31507 |
gobox-mcp
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Enables AI agents and automation tools to interact with the Gobox e-commerce pl…
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| 31508 |
Outlook Graph MCP
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Enables to manage your Outlook mailbox via Microsoft Graph (write access) with …
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| 31509 |
gr-splitwise-mcp
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MCP server for Splitwise. Enables creating and managing expenses, splits, and g…
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| 31510 |
mcp-data-mesa
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Enables AI agents to search, query, and retrieve metadata from Mesa, Arizona's …
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| 31511 |
Gemini Search MCP
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Enables web search using Google Gemini with search grounding and question-answe…
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| 31512 |
node804-claude-code-mcp
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MCP server for reading Claude Code session history from the local filesystem, e…
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| 31513 |
article-scraper-mcp
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Enables fetching and parsing news articles from URLs, extracting title, text, a…
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| 31514 |
PubFi MCP
Claim
Route crypto data needs through PubFi capability and gateway tools.
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| 31515 |
mcp-debugger-node
Claim
MCP server for debugging Node.js programs through the V8 Inspector Protocol, al…
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| 31516 |
Tally MCP Server
Claim
Lightweight Node MCP server that enables querying Tally product and category da…
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| 31517 |
ai-discuss
Claim
Enables a host AI agent to trigger a multi-agent debate, running N-rounds where…
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| 31518 |
Hungary payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 31519 |
An MCP server that repurposes text or URL content into platform-optimized posts…
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| 31520 |
datacenter-mcp-server
Claim
Provides professional-grade data center engineering calculations including cool…
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| 31521 |
Discover and explore Azure Verified Modules from the Bicep Public Registry
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| 31522 |
worksia
Claim
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| 31523 |
lego-mcp
Claim
An MCP server that enables LLMs to build physically valid Lego models by enforc…
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| 31524 |
mcpharden
Claim
Scans MCP servers for security hardening issues including capability declaratio…
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| 31525 |
focus-timer-tools
Claim
MCP server that provides tools to control a server-owned Pomodoro timer, allowi…
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| 31526 |
cron-ai-mcp
Claim
cron-ai-mcp MCP server by MEOK AI Labs
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| 31527 |
An MCP server that lets AI agents delegate domain-specific tasks to local Ollam…
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| 31528 |
mcp-rule-engine
Claim
Captures code modifications via AST analysis, generates reusable rules, and inj…
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| 31529 |
imessage-rich-search
Claim
Enables full-text search of macOS iMessages including link preview metadata. Wo…
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| 31530 |
xamp
Claim
MCP server that gives Claude Code and OpenCode direct access to your XAMPP Mari…
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| 31531 |
korea-stock-mcp
Claim
Enables AI-powered analysis of Korean stock market data and corporate disclosur…
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| 31532 |
mcp-server-ddd-template
Claim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
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| 31533 |
azure-adf-mcp
Claim
An MCP server that exposes Azure Data Factory operations as tools any LLM can c…
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| 31534 |
risal-dash-mcp
Claim
Bridges a RisalDash ESP32/ESP8266 device to MCP — every dashboard widget become…
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| 31535 |
Devil MCP Server
Claim
An MCP server that provides programmatic access to devil hosting platform manag…
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| 31536 |
fallmotion-mcp
Claim
MCP server for foldkit, exposing 7-prime spine, κ-bands, and 6 fold operations …
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| 31537 |
DebugPilot
Claim
Enables AI agents to inspect debug state, control execution, and set breakpoint…
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| 31538 |
PlanckBot
Claim
An adaptive tiny-model layer that sits between an LLM and its MCP tools, compre…
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| 31539 |
unifi-mcp-server
Claim
UniFi semantic-analysis MCP — 54 tools on Site Manager API and Cloud Connector.…
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| 31540 |
event-planning-ai-mcp
Claim
event-planning-ai-mcp MCP server by MEOK AI Labs
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| 31541 |
web-fetch-mcp
Claim
MCP server for web page fetching (converting to Markdown/text with automatic fa…
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| 31542 |
EverQuest Legends MCP
Claim
Read-only Model Context Protocol server for EverQuest Legends public sources, e…
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| 31543 |
OTEL MCP Server
Claim
Enables querying and analyzing distributed traces from Jaeger, including servic…
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| 31544 |
Enables Claude to access and manage GitHub repositories dynamically at runtime,…
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| 31545 |
ImHex MCP Integration
Claim
Enables AI assistants to perform autonomous binary analysis, malware inspection…
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| 31546 |
MCP Energy Server
Claim
Provides access to comprehensive U.S. and international energy data from the EI…
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| 31547 |
aimo-smithery-mcp
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| 31548 |
MCP Server for Pixel Squads — observe your AI agents as pixel-art characters in…
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| 31549 |
spacetrack-mcp
Claim
MCP server that wraps the NASA Space-Track API to provide tools for TLE lookup,…
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| 31550 |
Enables AI agents to interact with both frontend and backend projects by provid…
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