MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 4 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 25851 |
settlegrid-discovery
Claim
Discover monetized AI tools on SettleGrid. Search by category, get pricing.
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| 25852 |
Conductor
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Local task scheduler and worker manager with MCP integration for Claude Desktop.
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| 25853 |
scrumboy
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a self-hosted project management & Kanban solution + Instant shareable boards
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| 25854 |
skillmatch-mcp
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Job search and ranking pipeline via MCP for Claude Desktop.
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| 25855 |
relayzero
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Agent economy network - arena games, tasks, USDC settlement via x402
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| 25856 |
Ombre-Brain
Claim
For Claude.
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| 25857 |
welink
Claim
🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 /…
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| 25858 |
Telbase
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Deploy any web project with one command. AI-native platform with self-healing f…
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| 25859 |
Sephera
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Fast local-first Rust CLI for codebase metrics, AST-compressed LLM context bund…
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| 25860 |
mcp-jest
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Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
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| 25861 |
brick-mcp-app
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🧱 MCP App for making my brick dreams a reality
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| 25862 |
webiny-js
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Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3).…
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| 25863 |
reshapr
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The open source, no-code MCP Server for AI-Native API Access
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| 25864 |
unity-editor-mcp
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An MCP server and client for LLMs to interact with Unity Projects
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| 25865 |
mcp
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| 25866 |
Scan websites for security vulnerabilities, headers, TLS, and email security.
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| 25867 |
cookwith-mcp
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AI-powered recipe generation and transformation tools by Cookwith
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| 25868 |
TempoGraph
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Code graph context engine with 24 MCP tools. 170+ languages via tree-sitter.
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| 25869 |
Zotero MCP Bridge
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Enables LLM clients to browse and query your Zotero library through tool calls.…
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| 25870 |
twitterapi-docs-mcp
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Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, p…
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| 25871 |
sqlite-mcp-server2
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| 25872 |
xxx
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| 25873 | — | |||||||||
| 25874 |
Library Docs MCP Server
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Searches and fetches real-time documentation for libraries like Langchain, Open…
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| 25875 |
frostbyte
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MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, …
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| 25876 |
Joplin MCP Server
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Enables AI assistants to manage Joplin Notes through the Web Clipper API, suppo…
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| 25877 |
Guardian
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Verifies cooking recipes against professional master standards to ensure techni…
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| 25878 |
Omnier
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Omnier is a CRM built for AI agents.
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| 25879 |
cashpilot-mcp
Claim
MCP server for CashPilot — monitor passive income, bandwidth sharing, and DePIN…
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| 25880 |
MCP server for AI assistants: read, write, edit, and manage files securely on l…
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| 25881 |
Greetings & Utilities
Claim
Greet people in multiple languages, perform quick calculations, and check curre…
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| 25882 |
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
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| 25883 |
french-business-analyser
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| 25884 |
cq_mini
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| 25885 |
Public MCP server surfacing LabelHead's artist momentum intelligence. Discover …
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| 25886 |
haldir
Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
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| 25887 |
Aggregates data from Google Calendar, TripIt, and Fireflies.ai to generate comp…
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| 25888 |
Syndicate Links MCP
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Attribution and commission infrastructure for AI agents. Track conversions, ver…
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| 25889 |
apogeoapi-mcp
Claim
Geographic data, live exchange rates, and IP geolocation for Claude Desktop, Cu…
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| 25890 |
storms
Claim
StormAxis Storm Intelligence is an MCP server that gives AI agents direct acces…
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| 25891 |
Chromium CodeSearch MCP
Claim
Enables AI assistants to search and explore Chromium and PDFium source code, ch…
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| 25892 |
Correkt Commerce
Claim
Correkt is an online marketplace offering 10M+ physical products from verified …
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| 25893 |
Enables comprehensive filesystem operations across Linux, macOS, and Windows wi…
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| 25894 |
x-crm-mcp
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| 25895 |
VS2908
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| 25896 |
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| 25897 |
Create and manage Planform UML diagrams, nodes, and links. For VS Code and Curs…
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| 25898 |
DDG MCP3
Claim
A basic MCP server with example tools including message echoing and server info…
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| 25899 |
mcp-server
Claim
Intelligent API routing for AI agents. Best service, best price, free alternati…
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| 25900 |
Nephyr Weather
Claim
GFS ensemble weather signals for prediction market edge detection across 12 cit…
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