MCP Server Quality Scores
Independent quality analysis of 49876 public MCP servers
Last updated 1 hour, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 49701 |
Nautilus Compass
Claim
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
|
— | ||||||||
| 49702 |
DevSpeak
Claim
DevSpeak bridges the gap between product and engineering. Powered by Gemini AI,…
|
— | ||||||||
| 49703 |
mcp-ankiconnect
Claim
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
|
— | ||||||||
| 49704 |
Renesas FSP MCP Server
Claim
Enables search and management of Renesas FSP documentation, code examples, API …
|
— | ||||||||
| 49705 |
Sling CLI MCP server for querying any database, running data pipelines and mana…
|
— | ||||||||
| 49706 |
hk-election-mcp-server
Claim
Provides access to Hong Kong registered electors data from the Registration and…
|
— | ||||||||
| 49707 |
A Model Context Protocol server that enables Claude Desktop users to interact d…
|
— | ||||||||
| 49708 |
@segnals/mcp
Claim
Enables AI agents to manage Segnals trading bots, strategies, PnL, and the stra…
|
— | ||||||||
| 49709 |
gogcli-mcp-slides
Claim
Google Slides via gogcli for Claude — deck and slide authoring
|
— | ||||||||
| 49710 |
Olostep MCP server for web scraping, google search and website urls search.
|
— | ||||||||
| 49711 |
Zabbix MCP Server
Claim
Comprehensive MCP server for integrating with Zabbix monitoring systems, provid…
|
— | ||||||||
| 49712 |
e2b-mcp-server
Claim
Production-grade MCP server that enables AI assistants to execute code securely…
|
— | ||||||||
| 49713 |
garmin-mcp
Claim
|
— | ||||||||
| 49714 |
cybersecurity-ai-mcp
Claim
cybersecurity-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 49715 |
WikidataMCP
Claim
Model Context Protocol for Wikidata
|
— | ||||||||
| 49716 |
MCP Web Scraper
Claim
A Model Context Protocol server that scrapes static HTML with BeautifulSoup for…
|
— | ||||||||
| 49717 |
Weather MCP Server
Claim
Provides real-time weather information for Brazilian cities, built with domain-…
|
— | ||||||||
| 49718 |
tibet-ipoll-mcp
Claim
MCP server for AI-to-AI messaging on the AInternet with TIBET provenance. Enabl…
|
— | ||||||||
| 49719 |
Auralogs
Claim
Read-only access to Auralogs production logs: search logs, inspect errors, revi…
|
— | ||||||||
| 49720 |
AgentCanary
Claim
Market context for AI agents: fresh regime, risk, narrative and scenario state …
|
— | ||||||||
| 49721 |
mcp-appium-gestures
Claim
Provides resources and tools for generating Appium mobile gesture code (tap, sw…
|
— | ||||||||
| 49722 |
DevReview MCP Server
Claim
An AI-assisted code review tool that connects to a Supabase backend, enabling a…
|
— | ||||||||
| 49723 |
SeldomMaster
Claim
A collection of MCP tools for cybersecurity threat intelligence and local netwo…
|
— | ||||||||
| 49724 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
|
— | ||||||||
| 49725 |
codeskeleton
Claim
Enables AI agents to efficiently read Python code by first providing file skele…
|
— | ||||||||
| 49726 |
drafts-mcp-server
Claim
Enables AI assistants to manage drafts, tags, workspaces, and actions in the Dr…
|
— | ||||||||
| 49727 |
GhidrAssistMCP
Claim
A native Model Context Protocol server for Ghidra. Includes GUI configuration a…
|
— | ||||||||
| 49728 |
brave-search-mcp-1
Claim
|
— | ||||||||
| 49729 |
Hercules MCP
Claim
Enables AI agents to perform professional penetration testing through a contain…
|
— | ||||||||
| 49730 |
oblio-mcp
Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
|
— | ||||||||
| 49731 |
cleanshot-mcp
Claim
Enables AI assistants to control CleanShot X for screenshots, recordings, OCR, …
|
— | ||||||||
| 49732 |
Enables AI assistants to explore and interact with the Facets Control Plane API…
|
— | ||||||||
| 49733 |
podcast-summarizer-mcp
Claim
Search and discover YouTube channels via natural language, track them, and summ…
|
— | ||||||||
| 49734 |
baby-gpt
Claim
Exposes baby-gpt's tools (shell, filesystem, search, memory, GitHub integration…
|
— | ||||||||
| 49735 |
Connects to the MIRO Whiteboard Application for board manipulation and sticky c…
|
— | ||||||||
| 49736 |
Cert Atlas
Claim
MCP server over the open index of 1,562 certification exam blueprints across 21…
|
— | ||||||||
| 49737 |
xmlriver-mcp
Claim
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver X…
|
— | ||||||||
| 49738 |
WizTree MCP
Claim
Read-only MCP server that wraps WizTree's CSV export and adds disk-usage analys…
|
— | ||||||||
| 49739 |
cowork-qa
Claim
Goal-driven Playwright browser sessions for LLMs, with full action traces and a…
|
— | ||||||||
| 49740 |
LinkedIn MCP Server
Claim
Fully featured MCP server that provides automation tools for LinkedIn, supporti…
|
— | ||||||||
| 49741 |
shelby-mcp
Claim
MCP server for Shelby Protocol that enables AI agents to read, write, and manag…
|
— | ||||||||
| 49742 |
RepoNova
Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
|
— | ||||||||
| 49743 |
arm-code-mcp
Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
|
— | ||||||||
| 49744 |
Frankfurter
Claim
Blended FX rates from 50+ institutions. Tools: get_rates, convert, list_currenc…
|
— | ||||||||
| 49745 |
playcaller
Claim
An MCP server that enables AI agents to play-test Unity games by capturing scre…
|
— | ||||||||
| 49746 |
AMC MCP Server
Claim
Enables conversational AI assistants to help users discover movies, find showti…
|
— | ||||||||
| 49747 |
Zendesk MCP Server
Claim
Enables AI-powered ticket analysis and comprehensive Zendesk API integration vi…
|
— | ||||||||
| 49748 |
sketch-mcp-server
Claim
A Sketch file processing MCP server that enables AI tools to analyze Sketch des…
|
— | ||||||||
| 49749 |
Music360 MCP
Claim
API do Music360 para agentes de IA - artistas, obras, fonogramas, contratos, sh…
|
— | ||||||||
| 49750 |
AgentCard MCP Server
Claim
Enables AI agents to manage and use prepaid virtual Visa cards with hard budget…
|
— | ||||||||