MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38751 |
HiveAttest
Claim
Pre-action attestation perimeter for AI agents — 8 primitives, signed C18 recei…
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| 38752 |
bgaurded-spinev3
Claim
🦴 BGaurded: The Spine of Agentic Trust (v3.3.0)
Securing the Agentic Mind: From…
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| 38753 |
markdown-publish
Claim
Enables AI to search, retrieve, list notes, and get backlinks from a published …
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| 38754 |
Urban data for civic problem-solving: NYC subway, loneliness programs, violence…
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| 38755 |
TuringCorp MCP Server
Claim
A remote MCP server template for Cloudflare Workers that enables deployment of …
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| 38756 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
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| 38757 |
SuperSkill Registry
Claim
Find, inspect and install reviewed reusable AI-agent capabilities from superski…
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| 38758 |
Data processing tools: CSV, cleaning, stats, image, report, save, shell
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| 38759 |
Profit calculator, inventory health checks, COGS breakdown, tax deductions, reo…
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| 38760 |
CData Arc MCP Server
Claim
Enables AI assistants to manage CData Arc connectors, files, transactions, work…
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| 38761 |
diiiiiiary
Claim
MCP for diiiiiiary.com: AI letters on a training-data-immune, persistent writin…
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| 38762 |
claude-code-mcp
Claim
Enables Claude Code to spawn child sessions for parallel, asynchronous task exe…
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| 38763 |
mcp-server-rabel
Claim
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
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| 38764 |
pdf-reader
Claim
Read entire PDFs or specific pages on demand. Search documents for keywords and…
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| 38765 |
WPConvert MCP
Claim
Convert websites to WordPress themes: connect by URL or run locally; preview, b…
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| 38766 |
Official Polish central bank (NBP) exchange rates, currency conversion and gold…
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| 38767 |
Strava MCP Server
Claim
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
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| 38768 |
ScrapeGraph
Claim
Extract structured data and clean content from websites. Convert pages to reada…
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| 38769 |
An MCP server for reading, creating, and managing PDF, DOCX, and Excel document…
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| 38770 |
Enables AI agents to verify Ceph CLI commands, config parameters, and review te…
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| 38771 |
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meetin…
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| 38772 |
Excel MCP Server
Claim
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
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| 38773 |
mock-mcp
Claim
A minimal local HTTP MCP mock server for development and testing, providing pre…
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| 38774 |
Cisco ISE MCP Server
Claim
Enables management of Cisco Identity Services Engine (ISE) resources through th…
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| 38775 |
MCP server for Upwork job discovery, client analysis, and proposal assistance
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| 38776 |
agentskills-mcp
Claim
A FastMCP server that helps users discover, browse, and install agent skills fr…
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| 38777 |
bwiki-mcp
Claim
专为BWIKI编辑优化的MCP服务器,提供语义化工具用于页面编辑、分类管理、内容获取等操作。
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| 38778 |
Generates beautiful Xiaohongshu-style cover images via AI, integrated with MCP-…
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| 38779 |
Wave MCP Server
Claim
Enables Wave invoicing operations including listing invoices, retrieving detail…
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| 38780 |
logictree
Claim
Enables hierarchical problem analysis using logic trees with MECE validation, h…
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| 38781 |
cawskills-mcp
Claim
skills for claw services and msp
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| 38782 |
pokeclaw
Claim
Enables MCP clients to spawn and control Codex CLI and Claude Code sessions on …
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| 38783 |
Connects AI assistants to the ClearFi personal finance API for searching transa…
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| 38784 |
blast-scope
Claim
Contextual blast-radius scoring for shell commands an AI agent is about to run
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| 38785 |
AI Blog MCP Agent
Claim
A local AI-powered research agent that searches the web, fetches real content, …
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| 38786 |
superset-mcp
Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
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| 38787 |
Proxytline MCP
Claim
MCP server that wraps the Proxyline proxy provider API, exposing all methods as…
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| 38788 |
CodeNib
Claim
Source-linked CodeGraph exploration, ranked search, and static navigation for c…
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| 38789 |
Check a website in a real browser, or check if AI agents can use it: score, pro…
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| 38790 |
B4n1Web
Claim
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-pla…
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| 38791 |
Can an AI agent sign up to X? 58 services tested: Cloudflare, captcha, phone or…
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| 38792 |
Draw.io MCP Server
Claim
Enables AI assistants to create, read, and manage Draw.io diagrams programmatic…
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| 38793 |
공시읽어주는AI
Claim
A personal investment assistant MCP that selects and translates disclosures and…
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| 38794 |
temporal-invoice-mcp
Claim
Enables managing invoice workflows using Temporal, allowing submission, approva…
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| 38795 |
korea-finance-mcp
Claim
Korea's first legally-safe (Capital Markets Act compliant) finance MCP. 15 tool…
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| 38796 |
HypAware
Claim
Query your team's AI coding history and act on HypAware recommendations from an…
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| 38797 |
Wizzair fares, routes, timetables and flight details across its network.
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| 38798 |
basic-react
Claim
Provides a get-time tool with a linked React UI for displaying the current time.
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| 38799 |
Sourced game design precedents: where a mechanic came from, why designers chose…
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| 38800 |
wayland-mcp
Claim
Provides screenshot, analysis, mouse and keyboard control tools for modern Linu…
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