MCP Server Quality Scores
Independent quality analysis of 43552 public MCP servers
Last updated 1 hour, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 36501 |
S3 MCP Server
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This server enables interaction with Amazon S3 buckets for listing and retrievi…
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| 36502 |
MCP Server
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A region-independent backend service for AWS operations with credential validat…
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| 36503 |
Semantic search over 50,000+ Dynamics 365 F&O artifacts: tables, forms, classes…
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| 36504 |
Advice Server
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Provide tailored advice and recommendations through an MCP interface. Enable se…
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| 36505 |
Integrates Google Calendar with AI assistants via MCP, enabling calendar listin…
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| 36506 |
groupdocs-watermark-mcp
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MCP server for GroupDocs.Watermark — add and search document watermarks via AI …
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| 36507 |
Bug Bounty MCP Server
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Provides Claude Code with access to a comprehensive bug bounty knowledge base i…
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| 36508 |
mcp
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| 36509 |
Polyforge MCP Server
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Enables AI assistants to interact with the Polyforge prediction market platform…
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| 36510 |
Image to SVG
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MCP server that converts raster images (PNG/JPG/WEBP) to SVG vector format
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| 36511 |
MCP-pptr
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Provides browser automation and DevTools capabilities via Puppeteer, with Docke…
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| 36512 |
Farofino MCP Server
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Enables smart contract security auditing using Slither, Aderyn, and custom patt…
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| 36513 |
SignalK MCP Server
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Enables AI agents to access SignalK marine data with 90-96% token reduction by …
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| 36514 |
GovPing
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[Free regulatory intelligence](https://govping.org) for AI agents. Search 27,00…
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| 36515 |
Provides a template to run an MCP server in a Next.js project using the Vercel …
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| 36516 |
symbols-of-wealth-studio
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World-class creative social media content studio, powered by AI.
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| 36517 |
camacho-mcp
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Persistent tmux terminal for AI agents — real-time spectating, SSH host-group d…
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| 36518 |
openEHR MCP Server
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Enables MCP clients like Claude Desktop to interact with openEHR REST APIs (EHR…
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| 36519 |
mcp-weather-server
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Enables Claude to access real-time weather data and alerts, including forecasts…
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| 36520 |
Fledgling
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Provides MCP tools that help AI agents get their bearings in a codebase with un…
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| 36521 |
Enables LLMs to interact with small business data systems through tools for doc…
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| 36522 |
MCP Server ZapSign
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Enables integration with the ZapSign API for electronic document signing and ma…
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| 36523 |
lifequo
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| 36524 |
wootech-jira-mcp
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MCP Server to log time and view Jira statistics directly from Cursor IDE.
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| 36525 |
lucairn-mcp-server
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Pseudonymizes PII before your LLM and returns a cryptographically signed receip…
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| 36526 |
axint
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Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
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| 36527 |
AgentVault
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Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
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| 36528 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 36529 |
render_mcp
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A guide to deploy a remote MCP server on Render.com and connect it to Anthropic…
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| 36530 |
Deep Research MCP Server
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Enables comprehensive web research by leveraging Tavily's Search and Crawl APIs…
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| 36531 |
Ruminer Browser Agent
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Syncs AI conversations from multiple platforms to local Markdown files for your…
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| 36532 |
google-calendar
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| 36533 |
Social Perks
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Agent-native marketing platform: create campaigns, submit proofs, review submis…
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| 36534 |
Vertical Search MCP
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A scalable MCP server for searching multiple platforms (WeChat, Zhihu, Google) …
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| 36535 |
Provides access to the Human Phenotype Ontology (HPO) API with tools for search…
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| 36536 |
sticky-notes-server
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A MCP server for managing sticky notes with CRUD operations, search, tags, conv…
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| 36537 |
ctxl-mcp
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Personal context management for AI assistants
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| 36538 |
mcp-server-bigquery-2
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| 36539 |
BugForge
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AI-powered QA defect reporting MCP server that generates Jira-ready defect repo…
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| 36540 |
color-mcp-server
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Provides color and design tools including palette generation, WCAG contrast che…
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| 36541 |
Decixa MCP Server — intent-driven API discovery and selection for AI agents.
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| 36542 |
fcp-drawio
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MCP server that enables LLMs to create and edit draw.io diagrams using high-lev…
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| 36543 |
servers
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| 36544 |
Backlink SEO
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Classic SEO suites charge heavily for link indexes. This MCP gives individuals …
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| 36545 |
fdl-mcp-server
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Adds fdl-mcp-server — published on npm at https://www.npmjs.com/package/fdl-mcp…
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| 36546 |
Access 2,300+ verified public datasets from World Bank, IMF, Eurostat, OECD, WH…
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| 36547 |
skaut-mcp
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Tech product recommendations for Chile with real prices in CLP.
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| 36548 |
GDS MCP
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Exposes Levit design system (GDS) metadata to AI coding tools, enabling queries…
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| 36549 |
exocortex
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Personal unified memory system for AI coding agents, providing persistent memor…
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| 36550 |
garu-mcp
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An MCP server for the Garu payment platform. Create charges, manage customers, …
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