What is the key difference between Crbro Memory and Shodh Memory?

Crbro Memory belongs to the Knowledge & Memory category with local stdio execution, while Shodh Memory belongs to the Knowledge & Memory category with local stdio execution.

How do I install Crbro Memory or Shodh Memory in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Crbro Memory and Shodh Memory free or paid?

Crbro Memory operates under a Free / Open Source model (No auth required). Shodh Memory operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Crbro Memory lists 15 tools with 1 views and 5 GitHub stars. Shodh Memory lists 38 tools with 4 views and 289 GitHub stars.

Can I use both Crbro Memory and Shodh Memory together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Crbro Memory vs Shodh Memory

In-depth architectural comparison of the Crbro Memory and Shodh Memory MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Crbro Memory

Knowledge & Memory · Local stdio

Quality: 59/100 (Good) | Auth: No auth required

Shodh Memory

Knowledge & Memory · Local stdio

Quality: 69/100 (Great) | Auth: No auth required

Verdict Summary: Choose Crbro Memory if you need specialized Knowledge & Memory tools running via a local process. Choose Shodh Memory if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Crbro Memory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: crbro_boot, crbro_inspect, crbro_learn.

Explore Crbro Memory Details

Choose Shodh Memory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: remember, recall, recall_by_tags.

Explore Shodh Memory Details

Feature & Specification Comparison

Specification	Crbro Memory Knowledge & Memory	Shodh Memory varun29ankuS Knowledge & Memory
Summary	Persistent file-based memory for AI agents: inspectable, versionable, fully local.	Cognitive memory for AI agents with Hebbian learning, 3-tier architecture, and knowledge graphs. Single 15MB binary, runs offline on edge devices.
Category & Scope	Knowledge & Memory

Tools & Capabilities Breakdown

Crbro Memory Tools (15)

crbro_boot

Boot the brain at session start — loads hot topics, context, the last three sessions and the `retired_tools` map

crbro_inspect

Read-only views by id or name: `view=status`, `neuron`, `neurons`, `sessions`, `global_map

crbro_learn

Store a fact, decision, pattern, preference, error or debt — with the keywords a future question may use. `supersedes` retires the old version in the same call

crbro_recall

Search every stored line, not just topic names — returns what matched, how confidently, and the topic's next best lines. Several phrasings at once are fused by rank

crbro_revise

Retire facts (and decisions, patterns, errors, debts via `entries`) as superseded or retracted, reactivate them with `status=active`, and edit summary, domain, tags or name

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Crbro Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "crbro-memory": {
      "command": "npx",
      "args": [
        "-y",
        "crbro-memory"
      ]
    }
  }
}

Shodh Memory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "varun29ankus-shodh-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@shodh/memory-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Crbro Memory is categorized under Knowledge & Memory and uses a local stdio subprocess. In contrast, Shodh Memory belongs to Knowledge & Memory using local stdio subprocess. Select Crbro Memory when you need capabilities focused on knowledge & memory and Shodh Memory when you require tools for knowledge & memory.

More alternatives to Crbro Memory More alternatives to Shodh Memory Knowledge & Memory category hub