Koskamo

BanditDB MCP

Provides persistent decision memory for AI agents via the Model Context Protocol. It allows agents to learn which actions work in which contexts using contextual bandit algorithms, enabling shared state across agent swarms without retraining. Key tools include creating campaigns, getting intuitions, recording outcomes, and monitoring diagnostics.

Visit BanditDB

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

BanditDB MCP logo, by BanditDBVendor evidenceLocal stdioSource reviewed; not executedOperated by BanditDB
You need:pip install banditdb-python
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Official MCP Registry namespace is tied to banditdb.com ·

What you can do with it

  • Give any Claude-based agent persistent decision memory
  • Create and manage decision campaigns with specific algorithms
  • Record outcomes to update the shared model in microseconds
  • Get recommended actions based on context for routing tasks

Source and maintenance

Vendor evidenceRegistry 0.3.1Apache-2.0
mcp-registry: com.banditdb/mcp@0.3.1Source repositoryProject website
Last repository push
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

banditdb-python 0.3.1

pypiuvx
banditdb-python package definition
{
  "version": "0.3.1",
  "transport": "stdio",
  "identifier": "banditdb-python",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "runtimeArguments": [
    {
      "name": "--from",
      "type": "named",
      "value": "banditdb-python"
    },
    {
      "type": "positional",
      "value": "banditdb-mcp"
    }
  ],
  "environmentVariables": [
    {
      "name": "BANDITDB_URL",
      "format": "string",
      "default": "http://localhost:8080",
      "isRequired": true,
      "description": "Base URL of the BanditDB server, e.g. http://localhost:8080 or https://your-instance.api.banditdb.com. Try it against the public sandbox at https://sandbox.banditdb.com before running your own."
    },
    {
      "name": "BANDITDB_API_KEY",
      "format": "string",
      "isRequired": true,
      "description": "API key. A writer-role key is enough for get_intuition and record_outcome; admin is needed to create or delete campaigns."
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "banditdb-mcp": {
      "command": "uvx",
      "args": [
        "banditdb-python==0.3.1"
      ],
      "env": {
        "BANDITDB_URL": "<YOUR_BANDITDB_URL>",
        "BANDITDB_API_KEY": "<YOUR_BANDITDB_API_KEY>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "banditdb-mcp": {
      "command": "uvx",
      "args": [
        "banditdb-python==0.3.1"
      ],
      "env": {
        "BANDITDB_URL": "<YOUR_BANDITDB_URL>",
        "BANDITDB_API_KEY": "<YOUR_BANDITDB_API_KEY>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "banditdb-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "banditdb-python==0.3.1"
      ],
      "env": {
        "BANDITDB_URL": "<YOUR_BANDITDB_URL>",
        "BANDITDB_API_KEY": "<YOUR_BANDITDB_API_KEY>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "banditdb-mcp": {
      "command": "uvx",
      "args": [
        "banditdb-python==0.3.1"
      ],
      "env": {
        "BANDITDB_URL": "<YOUR_BANDITDB_URL>",
        "BANDITDB_API_KEY": "<YOUR_BANDITDB_API_KEY>"
      }
    }
  }
}

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