What is the key difference between Nlqdb — analytical memory for AI agents and Agentmako?

Nlqdb — analytical memory for AI agents belongs to the Databases category with local stdio execution, while Agentmako belongs to the Databases category with local stdio execution.

How do I install Nlqdb — analytical memory for AI agents or Agentmako 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 Nlqdb — analytical memory for AI agents and Agentmako free or paid?

Nlqdb — analytical memory for AI agents operates under a Free / Open Source model (No auth required). Agentmako operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Nlqdb — analytical memory for AI agents lists 0 tools with 0 views and 0 GitHub stars. Agentmako lists 6 tools with 1 views and 51 GitHub stars.

Can I use both Nlqdb — analytical memory for AI agents and Agentmako 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.

How do I install Nlqdb — analytical memory for AI agents or Agentmako in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Nlqdb — analytical memory for AI agents and Agentmako free to use, or do they require API keys?

Nlqdb — analytical memory for AI agents is listed under a Free / Open Source model with No auth required . Agentmako operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Nlqdb — analytical memory for AI agents and Agentmako at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both nlqdb-analytical-memory-for-ai-agents and drhalto-agentmako as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Nlqdb — analytical memory for AI agents has a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars. Agentmako holds a Quality Score of 56 /100 ( Good ) with 1 views, 0 installs, and 51 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Nlqdb — analytical memory for AI agents vs Agentmako

In-depth architectural comparison of the Nlqdb — analytical memory for AI agents and Agentmako 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

Nlqdb — analytical memory for AI agents

Databases · Local stdio

Quality: 27/100 (Emerging) | Auth: No auth required

Agentmako

Databases · Local stdio

Quality: 56/100 (Good) | Auth: No auth required

Verdict Summary: Choose Nlqdb — analytical memory for AI agents if you need specialized Databases tools running via a local process. Choose Agentmako if your workspace requires Databases integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Nlqdb — analytical memory for AI agents when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Nlqdb — analytical memory for AI agents Details

Choose Agentmako when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: AGENTMAKO_DB_PATH, AGENTMAKO_LOG_LEVEL.
Primary tools included: Local SQLite-backed indexing of code, schema, and diagnostics, MCP server exposing tools like reef_ask, reef_status, reef_verify, and reef_impact, Support for Postgres/Supabase schema snapshots and read-only inspection.

Feature & Specification Comparison

Specification	N Nlqdb — analytical memory for AI agents Databases	Agentmako drhalto Databases
Summary	Analytical memory for AI agents: a real Postgres queried in plain English over MCP. One command.	Local-first codebase intelligence engine. Gives coding agents structured context packets, indexed code/schema facts, and diagnostics over MCP, backed by a local SQLite store — so agents stop rediscovering your repo with raw grep. Optional Postgres/Supabase awareness and a bundled Claude Code plugin.
Category & Scope	Databases

Tools & Capabilities Breakdown

Nlqdb — analytical memory for AI agents Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Agentmako Tools (6)

Local SQLite-backed indexing of code, schema, and diagnostics

MCP server exposing tools like reef_ask, reef_status, reef_verify, and reef_impact

Support for Postgres/Supabase schema snapshots and read-only inspection

Hot-reloaded YAML rule packs for custom linting and cross-file rules

Integration with TypeScript, ESLint, Oxlint, Biome, and staged git diagnostics

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).

Nlqdb — analytical memory for AI agents Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "nlqdb-analytical-memory-for-ai-agents": {
      "command": "npx",
      "args": [
        "-y",
        "nlqdb-analytical-memory-for-ai-agents"
      ]
    }
  }
}

Agentmako Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "drhalto-agentmako": {
      "command": "npx",
      "args": [
        "-y",
        "agentmako"
      ],
      "env": {
        "AGENTMAKO_DB_PATH": "YOUR_AGENTMAKO_DB_PATH_HERE",
        "AGENTMAKO_LOG_LEVEL": "YOUR_AGENTMAKO_LOG_LEVEL_HERE"
      }
    }
  }
}

Frequently Asked Questions

Nlqdb — analytical memory for AI agents is categorized under Databases and uses a local stdio subprocess. In contrast, Agentmako belongs to Databases using local stdio subprocess. Select Nlqdb — analytical memory for AI agents when you need capabilities focused on databases and Agentmako when you require tools for databases.

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