MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 3 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35001 |
dbt-cloud-migrate
Claim
Audits dbt Core projects for migration blockers and generates actionable guidan…
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| 35002 |
format-converter
Claim
Converts data between JSON, CSV, XML, YAML, Markdown, HTML and TOML instantly. …
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| 35003 |
ctxpeek
Claim
MCP server that fetches documentation from public git repositories at specific …
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| 35004 |
Statuspage MCP Server
Claim
Enables management of Atlassian Statuspage incidents, components, and subscribe…
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| 35005 |
Pre-signature x402 payment verdict (GO/HOLD/STOP) for AI agents, with a verifia…
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| 35006 |
mcp-simple
Claim
A simple MCP server in Python, configurable via environment variables and datab…
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| 35007 |
Strapi MCP Server
Claim
A Strapi v5 backend that exposes MCP endpoints for Google Search Console and Me…
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| 35008 |
AWS Health MCP Server
Claim
MCP server that exposes AWS Health API as tools for checking service health, ev…
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| 35009 |
snapforge-mcp
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
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| 35010 |
gamecalendar-mcp
Claim
MCP server for GameCalendar database, enabling read and optional write access t…
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| 35011 |
google-mcp
Claim
MCP server for Google Drive, Docs, and Sheets — built for Claude Code. Gives Cl…
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| 35012 |
Search 14M+ USPTO trademark records by mark, owner, goods/services, class, stat…
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| 35013 |
Enables querying and retrieving Italian civil court rulings, decrees, and order…
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| 35014 |
openaq-mcp-server
Claim
Find air-quality stations and read pollutant observations from government monit…
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| 35015 |
Enables AI image and video generation using Google Vertex AI's Imagen and Veo m…
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| 35016 |
Redmine MCP Server
Claim
Enables natural language interaction with Redmine via Claude Code or other MCP …
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| 35017 |
Uruguay payments for AI agents — Mercado Pago wallet via Mercado Pago. Never ho…
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| 35018 |
Leave MCP Server
Claim
Enables LLM clients to handle leave applications by providing tools for initial…
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| 35019 |
hvilkenai-mcp
Claim
Daily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.
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| 35020 |
lark-agent
Claim
A dual-mode MCP server for integrating Feishu/Lark project management, enabling…
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| 35021 |
Nexar MCP Server
Claim
Enables searching for electronic components through the Nexar Supply API, provi…
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| 35022 |
Birding Buddy MCP
Claim
An AI-powered birding companion that connects Claude to eBird and Xeno-canto AP…
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| 35023 |
PaladinFi Swap
Claim
**PaladinFi Swap** is a competitive multi-aggregator swap router for AI agents …
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| 35024 |
web-audit-mcp
Claim
Enables auditing of websites for performance, SEO, accessibility, security, and…
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| 35025 |
Automated MCP server for the Insider Design System. Enables AI assistants to di…
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| 35026 |
ChemLint
Claim
Transforms AI assistants into powerful molecular machine learning workbenches, …
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| 35027 |
zeughaus-mcp
Claim
Execute commands in ephemeral containers with any combination of Nix packages.
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| 35028 |
SourceSync.ai MCP Server
Claim
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
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| 35029 |
Keiko
Claim
Enables AI agents to securely use secrets by running commands with environment-…
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| 35030 |
MalwareAnalyzerMCP
Claim
Enables malware analysis through terminal command execution with specialized to…
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| 35031 |
Widgy
Claim
Create forms, surveys, quizzes & polls — publish shareable links and analyze re…
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| 35032 |
Grok-MCP-Claude
Claim
A single-file MCP server that enhances Claude Desktop with real-time web and X …
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| 35033 |
ktalk-mcp
Claim
Enables accessing Контур.Толк (KTalk) recordings, transcripts, and summaries fr…
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| 35034 |
chimerax-mcp-plus
Claim
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
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| 35035 |
CodeForge MCP
Claim
A self-hosted MCP server that provides a single execute_code tool, enabling age…
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| 35036 |
Eurostat TAM MCP server
Claim
Pulls enterprise counts by NACE Rev.2 activity and size class from Eurostat and…
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| 35037 |
mcp-switchboard
Claim
Intelligent MCP server orchestrator that automates configuration, orchestration…
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| 35038 |
manoj-mcp
Claim
A personal MCP server that enables Claude to interact with Jira, Confluence, Gm…
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| 35039 |
Enables AI agents to query Microsoft Copilot Studio telemetry and governance da…
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| 35040 |
Manages Google Analytics 4 accounts, properties, annotations, audiences, and cu…
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| 35041 |
gho-mcp
Claim
A Model Context Protocol (MCP) server that gives AI assistants direct access to…
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| 35042 |
MCP Server PROJ
Claim
A Model Context Protocol server for coordinate system transformations and map p…
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| 35043 |
eng-leadership-toolkit
Claim
Engineering leadership benchmarks, 1:1 playbooks, developer value calculator. 3…
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| 35044 |
mcp-prayer-times
Claim
Provides Islamic prayer times, Qibla direction, and Hijri calendar conversion u…
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| 35045 |
WETH MCP Server
Claim
Enables AI agents to safely interact with Ethereum by providing structured tool…
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| 35046 |
imap-mcp-server
Claim
Bridges an MCP-capable agent to an IMAP4 mailbox, enabling folder exploration, …
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| 35047 |
easydeploy-ai-mcp
Claim
A Model Context Protocol (MCP) server that exposes the EasyDeploy public REST A…
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| 35048 |
engram-mcp
Claim
MCP plugin that connects Cursor, Claude, and other hosts to an Engram workspace…
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| 35049 |
Readedit
Claim
MCP server that combines Read+Edit file operations into single tool calls. 80-9…
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| 35050 |
piquesignal-mcp
Claim
Solana memecoin Flash Point alerts with conviction scoring, safety profiles, an…
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