Companies similar to mcpreference.dev
Ranked by market relation, semantic similarity, web metadata, technology, category, and language signals.
Top 20 of 250,833,009 candidates
Search took 4190ms · hybrid similarity across Semantil company signals
| # | Domain & description | Country | Industry | Tech / Tier | Traffic | Similarity | Action |
|---|---|---|---|---|---|---|---|
| 1 |
MCP Scout — Find the Right MCP Server in Seconds
AI-powered MCP server discovery engine. Quality-scored, searchable, with one-click install configs for Claude Desktop, Cursor, VS Code and...
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— |
Very low traffic
|
95.3% | similar profile | ||
| 2 |
MCP Directory | Find Model Context Protocol Servers for AI
Discover Model Context Protocol servers for your AI applications. Compare features and find the perfect MCP server for seamless AI...
|
MCP Servers Directories |
No data
|
94.6% | similar profile | ||
| 3 |
MCP Expert - Model Context Protocol | Documentation and Resources | MCP Expert
Complete documentation, tutorials and resources about the Model Context Protocol (MCP). Learn to implement MCP servers, connect your data...
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No data
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94.1% | similar profile | ||
| 4 |
Magic MCP - Model Context Protocol Server Discovery
Discover and integrate the best Model Context Protocol (MCP) servers. Browse 1000+ high-quality MCP servers for databases, filesystems,...
|
DevOps Cloud Blogs |
Very low traffic
|
94% | similar profile | ||
| 5 |
MCP Servers
A curated list of Model Context Protocol (MCP) servers
|
Cocos (Keeling) Islands | MCP Servers Directories |
Very low traffic
|
93.5% | similar profile | |
| 6 |
MCP Stack | The best tools for the Model Context Protocol
The MCP Stack is the best tools for the Model Context Protocol, with a guide on how to use them.
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MCP Servers Directories |
No data
|
93.8% | similar profile | ||
| 7 |
MCP Server Space: Find the Best MCP Server in 2026
Discover Model Context Protocol (MCP) servers with our directory. Find curated listings, detailed documentation, and installation guides for...
|
MCP Servers Directories |
Very low traffic
|
93.8% | similar profile | ||
| 8 |
MCP Catalogs — Independent MCP server directory
Independent bilingual directory of MCP (Model Context Protocol) servers. Curated rankings, AI-summarized docs, side-by-side comparisons.
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— |
Very low traffic
|
93.8% | similar profile | ||
| 9 |
MCP Servers
Your comprehensive navigation portal for MCP servers. Find, connect, and explore MCP server resources all in one place.
|
Cocos (Keeling) Islands | MCP Servers Directories |
Very low traffic
|
93.4% | similar profile | |
| 10 |
Top Cursor MCP Servers - Hand-Picked Collection of the Best Extensions
Find the best Cursor MCP servers, carefully selected for quality and performance. We don't just collect everything - every server is tested...
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MCP Servers Directories |
Very low traffic
|
93.7% | similar profile | ||
| 11 |
MCPCursor - Model Context Protocol for Cursor IDE
Discover and implement Model Context Protocol (MCP) in Cursor IDE. Browse collection of MCP servers and enhance your development workflow.
|
DevOps Cloud Blogs |
Very low traffic
|
93.5% | similar profile | ||
| 12 |
My MCP Shelf
Your curated collection of 165+ premium Model Context Protocol servers for enhanced AI capabilities
|
Data Science Documentation |
No data
|
93.4% | similar profile | ||
| 13 |
YAMS
Yet Another Memory System — persistent memory for LLMs and applications.
|
Developer Documentation Sites |
Very low traffic
|
93.3% | similar profile | ||
| 14 |
Plynixy — Discover Model Context Protocol servers
The canonical directory for Model Context Protocol (MCP) servers. Browse, vote, and install servers that connect LLMs to your data and...
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— |
Very low traffic
|
93.2% | similar profile | ||
| 15 |
MCP Find — The open-source way to find MCP servers
Open-source directory of MCP servers. AI-agent optimized. Get instant install configs for Claude Desktop, Cursor, VS Code, Windsurf, and...
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— |
Very low traffic
|
93.1% | similar profile | ||
| 16 |
MCPHub Lab - The Security & Discovery Layer for AI Agents
Advanced registry, verification, and discovery engine for MCP servers
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— |
Very low traffic
|
93.1% | similar profile | ||
| 17 |
MCPCMD — Find & Compare 1000+ MCP Servers for Claude & AI Assistants
Browse 1000+ MCP (Model Context Protocol) servers for Claude, Cursor, and other AI assistants. Find the best MCP tools for databases, APIs,...
|
Poland | — |
Very low traffic
|
92.9% | similar profile | |
| 18 |
ModelContextKit - MCP Server Generator | AI Tool Integration Made Easy
A comprehensive CLI tool for rapidly creating, configuring, and deploying Model Context Protocol (MCP) servers. Connect AI applications with...
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— |
Very low traffic
|
93.1% | similar profile | ||
| 19 |
AgentJury — Tested by agents. Trusted by builders.
AgentJury tests MCP servers and agent skills with automated test agents. Reliability scores, compatibility matrices, and security analysis...
|
United States | — |
Very low traffic
|
92.8% | similar profile | |
| 20 |
There is a MCP - Discover MCP-Compatible Tools & Services
A comprehensive directory of Model Context Protocol (MCP) servers. Discover, explore, and integrate AI-powered tools and services into your...
|
— |
Very low traffic
|
93% | similar profile |
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