MCP Server Quality Scores
Independent quality analysis of 43536 public MCP servers
Last updated 43 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36751 |
ms-365-mcp-server
Claim
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| 36752 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 36753 |
PilotOps MCP
Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
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| 36754 |
fixmypdf
Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
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| 36755 |
Artel
Claim
Self-hosted shared-memory & coordination mesh for AI agent fleets. You host it;…
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| 36756 |
mifactory-logic-verifier
Claim
Verify AI agent reasoning and logic for errors and contradictions. Pay-per-use.
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| 36757 |
Enable seamless interaction with the Wuolah platform to post educational conten…
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| 36758 |
Lorem Ipsum placeholder text generator API for AI agents. Generate paragraphs, …
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| 36759 |
taxformatter
Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
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| 36760 |
A Model Context Protocol server that analyzes customer cancellation survey data…
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| 36761 |
MCP server for NinjaONE RMM with device management, monitoring, and automation
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| 36762 |
Mockloop MCP
Claim
An Intelligent Model Context Protocol server that generates mock servers from O…
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| 36763 |
Advanced codebase indexing and semantic search MCP server
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| 36764 |
Jeikin
Claim
Accessibility compliance for AI coding tools. WCAG 2.2 reviews with shared evid…
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| 36765 |
whatsapp-mcp-assistant
Claim
MCP server that exposes a real WhatsApp account to Cursor through safe, approva…
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| 36766 |
mcp-toolkit
Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
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| 36767 |
vsc-mcp
Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
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| 36768 |
gsc-mcp-connector
Claim
Self-hosted MCP server that exposes Google Search Console tools (list sites, qu…
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| 36769 |
Home Entity Assistant
Claim
Manage and monitor smart home devices directly within your workspace. Retrieve …
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| 36770 |
Memory Vault
Claim
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…
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| 36771 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 36772 |
AgentCore MCP Proxy
Claim
Bridges AI IDEs with AWS Bedrock AgentCore Gateway using Cognito OAuth and hard…
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| 36773 |
mcp-apple-obsidian
Claim
A comprehensive Model Context Protocol (MCP) server for Obsidian on macOS. It p…
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| 36774 |
mcp-ocrspace
Claim
OCR.space MCP server that enables image and PDF text extraction via the OCR.spa…
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| 36775 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
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| 36776 |
Enables querying of Hong Kong government data on elderly community care service…
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| 36777 |
chrome-devtools-mcp
Claim
Enables AI coding assistants to control and inspect a live Chrome browser throu…
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| 36778 |
Markdown RAG MCP
Claim
Provides semantic search over markdown documentation using RAG, allowing natura…
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| 36779 |
otskit-mcp
Claim
Stamp, upgrade, and verify Bitcoin timestamps via AI agents. No API keys requir…
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| 36780 |
Claude Dialogue MCP
Claim
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
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| 36781 |
xiaohongshu-mcp
Claim
Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Litt…
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| 36782 |
Access Taiwan CWA weather data and forecasts for all counties and cities
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| 36783 |
mcp-tomtom
Claim
Enables AI agents to query TomTom Search and Routing APIs, including geocoding,…
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| 36784 |
mcp-email-server
Claim
Enables reading and sending emails via IMAP and SMTP through the MCP protocol. …
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| 36785 |
Polymarket MCP Server
Claim
Enables interaction with Polymarket prediction markets through read-only access…
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| 36786 |
Enables managing Docker containers and Docker Compose projects on Synology NAS …
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| 36787 |
principia-mcp
Claim
Enables Claude to access and search a local Zotero library by querying metadata…
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| 36788 |
crm-ai-mcp
Claim
crm-ai-mcp MCP server by MEOK AI Labs
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| 36789 |
ead-factory
Claim
EAD Factory MCP — Digital Trust services APIs for your agents
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| 36790 |
dataprivacy-ai-mcp
Claim
Dataprivacy Ai automation via MCP. Includes classify personal data, assess lawf…
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| 36791 |
pharma
Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
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| 36792 |
Aster MCP Server
Claim
An MCP server for Aster Futures and Spot APIs, enabling AI agents to query mark…
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| 36793 |
fpf-memory
Claim
This MCP server provides a deterministic index of the First Principles Framewor…
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| 36794 |
Swagger MCP Server
Claim
Exposes Swagger/OpenAPI-defined APIs through the Model Context Protocol, making…
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| 36795 |
@fuyouai/email-mcp
Claim
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
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| 36796 |
ai-self-audit-mcp
Claim
MCP server for ai self audit. Features self audit, audit conversation, get cert…
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| 36797 |
fiken-mcp
Claim
Enables AI assistants to manage invoices, contacts, purchases, journal entries,…
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| 36798 |
MCP Toolkit
Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
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| 36799 |
Automatically generates borehole structure diagrams from well data, supporting …
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| 36800 |
Drone Airspace Governance tools for AI agents. Capabilities: classify operation…
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