MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 51051 |
ai-ops-mcp
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ai-ops-mcp MCP server by MEOK AI Labs
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| 51052 |
ssl-doctor
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Enables live TLS/SSL certificate health checks for any hostname, providing expi…
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| 51053 |
MCP server for fast Android device interaction with scrcpy acceleration (~50ms …
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| 51054 |
Enables executing SQL queries against Salesforce Data Cloud from Cursor, with t…
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| 51055 |
SkillStrata
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Enables automatic discovery and reuse of tools from Claude Code execution trace…
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| 51056 |
iCal MCP Server
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Enables AI assistants to load, query, and manage iCalendar files with full CRUD…
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| 51057 |
MCP server for Google Docs, Sheets & Drive with full formatting support.
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| 51058 |
Enables chat and image analysis through OpenRouter.ai models. Supports text cha…
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| 51059 |
ContextBridge
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MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
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| 51060 |
Stitch MCP Server
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Comprehensive MCP server for Google Stitch with 36 tools covering design-to-cod…
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| 51061 |
Finance MCP Server
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Provides comprehensive stock market data and technical analysis tools via the M…
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| 51062 |
APAC Compliance MCP
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MCP server for AI agents selling into APAC. 7 tools: country briefs (Japan/Sing…
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| 51063 |
MCP Server
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AI-powered command execution and tool plugin framework with secure Python evalu…
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| 51064 |
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
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| 51065 |
mcp-keycloak
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A Model Context Protocol (MCP) server that provides a natural language interfac…
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| 51066 |
npm-docs-server
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Fetches metadata and README documentation for NPM packages, with local caching …
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| 51067 |
perplexity-pro-mcp
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MCP server for Perplexity AI Pro that enables deep web search, thread managemen…
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| 51068 |
Reachy Mini MCP Server
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Control a Reachy Mini robot through natural language, with tools for head/anten…
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| 51069 |
lanyard-mcp-server
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Provides Discord user presence information through the Lanyard API, enabling AI…
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| 51070 |
spotify-mcp-server
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| 51071 |
Provides 23 production-tested tools for mobile app intelligence, including app …
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| 51072 |
Cosmonote
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Access your Cosmonote audio notes, transcriptions, summaries, and action items.
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| 51073 |
supply-chain-mcp-server
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MCP server giving AI agents access to global supply chain and trade data from U…
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| 51074 |
llama-mcp
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Enables MCP-native agents to manage deals, briefs, timeline, and posts on the L…
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| 51075 |
sp-api-mcp-server
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Unifies Amazon SP-API and Ads API into 20 MCP tools for orders, inventory, repo…
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| 51076 |
MCP Filesystem Server
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Provides file system operations (list, read, write, search) via MCP, enabling a…
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| 51077 |
notion-local-mcp
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Reads the local SQLite cache of the Notion desktop app to enable fast, offline …
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| 51078 |
simple-prompts-mcp
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A simple MCP server for utilizing prompts defined in YAML files.
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| 51079 |
mcp-graphql
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Enables LLMs to interact with GraphQL APIs through schema introspection and que…
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| 51080 |
wordpress-mcp
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MCP server for WordPress REST API that enables managing posts, pages, media, co…
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| 51081 |
MCP Localization Project
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A system that localizes Model Context Protocol (MCP) functionality, integrating…
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| 51082 |
blitz.cloud
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Host apps in the EU from your assistant: App Store, Docker, GitHub, databases, …
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| 51083 |
CaptureMind
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Turn Claude Desktop conversations into visual mind maps via MCP.
Highlights blo…
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| 51084 |
Browser automation for AI agents: compressed page snapshots, batched actions, f…
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| 51085 |
Jobber MCP Server
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Enables AI assistants to access and manage Jobber field-service data including …
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| 51086 |
Project Planner MCP
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MCP server for structured Laravel project planning. Scans projects, creates tic…
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| 51087 |
test4
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| 51088 |
daylens-mcp
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Connects AI assistants like Cursor and Claude to your local Daylens timeline so…
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| 51089 |
mcp-server-wayback
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MCP server for the Internet Archive's Wayback Machine. Search archived snapshot…
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| 51090 |
mcp-async-repl
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Async Python REPL + Shell execution for MCP. Provides persistent state, backgro…
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| 51091 |
meteor-mcp
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Provides complete Meteor.js v3.4.0 API documentation, code examples, and archit…
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| 51092 |
muse-brain
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Relational memory substrate for AI agents with MCP tools, identity continuity, …
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| 51093 |
Postio
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UK address (Royal Mail PAF), email, and phone (live HLR carrier) validation via…
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| 51094 |
Kusto MCP Server
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An MCP (Model Context Protocol) server that provides tools for interacting with…
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| 51095 |
taiwan-isbn-mcp
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A MCP server for querying Taiwan ISBN book data, supporting search by title, au…
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| 51096 |
playwright-server
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Enables browser automation using Playwright, including navigation, screenshots,…
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| 51097 |
docx-mcp-server
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Enables natural language interaction with local .docx files, allowing users to …
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| 51098 |
@ktmcp/beezup
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Enables interaction with the BeezUP Merchant API for reading and writing BeezUP…
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| 51099 |
@halfords-pro/calculator
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Provides precise decimal arithmetic and Excel-style rounding for accounting and…
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| 51100 |
server-employee
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Enables querying employment rates by sector (agriculture, industry, services) f…
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