Koskamo

TinyContext MCP

TinyContext provides a token-efficient, fully local long-term memory layer for AI agents using SQLite with hybrid BM25 and dense retrieval. It allows agents to save, recall, list, get, update, and delete memories while respecting token budgets, eliminating the need for hosted accounts or external vector databases.

Package and access

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

TinyContext MCP logo, by TinySuiteHQCommunity listingLocal stdioSource reviewed; not executedPublished by TinySuiteHQ
Vendor documentation

What you can do with it

  • Save durable facts, preferences, and research notes
  • Perform query-based semantic recall of previous context
  • List memories with filtering by kind, date, or limit
  • Update or delete specific memory entries

Source and maintenance

Community listingRegistry 0.5.4
mcp-registry: io.github.TinySuiteHQ/tinycontext@0.5.4Source repositoryProject website
Maintenance checked

Packages and installation

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

docker.io/marcellm01/tinycontext:v0.5.4

oci
docker.io/marcellm01/tinycontext:v0.5.4 package definition
{
  "transport": "stdio",
  "identifier": "docker.io/marcellm01/tinycontext:v0.5.4",
  "registryType": "oci",
  "environmentVariables": [
    {
      "name": "MCP_TRANSPORT",
      "description": "MCP transport to serve: stdio (default), sse, or streamable-http."
    },
    {
      "name": "TINYCONTEXT_CONFIG_PATH",
      "description": "Path to a context_config.json inside the container."
    },
    {
      "name": "TINYCONTEXT_MEMORY_DB_PATH",
      "description": "Path to the TinyContext SQLite database."
    },
    {
      "name": "TINYCONTEXT_MODELS_DIR",
      "description": "Directory used for downloaded ONNX embedding bundles."
    },
    {
      "name": "OTEL_SERVICE_NAME",
      "description": "OpenTelemetry service name; defaults to tinycontext when telemetry is enabled."
    },
    {
      "name": "OTEL_EXPORTER_OTLP_ENDPOINT",
      "description": "OTLP collector endpoint for optional OpenTelemetry traces and metrics."
    },
    {
      "name": "OTEL_EXPORTER_OTLP_PROTOCOL",
      "description": "OTLP protocol: http/protobuf or grpc."
    },
    {
      "name": "OTEL_EXPORTER_OTLP_HEADERS",
      "description": "Optional OTLP collector headers."
    }
  ]
}

Tools

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

No tool definitions available.

Connect from your client

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

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "tinycontext-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "TINYCONTEXT_CONFIG_PATH=<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "-e",
        "TINYCONTEXT_MEMORY_DB_PATH=<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "-e",
        "TINYCONTEXT_MODELS_DIR=<YOUR_TINYCONTEXT_MODELS_DIR>",
        "-e",
        "OTEL_SERVICE_NAME=<YOUR_OTEL_SERVICE_NAME>",
        "-e",
        "OTEL_EXPORTER_OTLP_ENDPOINT=<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "-e",
        "OTEL_EXPORTER_OTLP_PROTOCOL=<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "-e",
        "OTEL_EXPORTER_OTLP_HEADERS=<YOUR_OTEL_EXPORTER_OTLP_HEADERS>",
        "docker.io/marcellm01/tinycontext:v0.5.4"
      ],
      "env": {
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<YOUR_TINYCONTEXT_MODELS_DIR>",
        "OTEL_SERVICE_NAME": "<YOUR_OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<YOUR_OTEL_EXPORTER_OTLP_HEADERS>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "tinycontext-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "TINYCONTEXT_CONFIG_PATH=<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "-e",
        "TINYCONTEXT_MEMORY_DB_PATH=<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "-e",
        "TINYCONTEXT_MODELS_DIR=<YOUR_TINYCONTEXT_MODELS_DIR>",
        "-e",
        "OTEL_SERVICE_NAME=<YOUR_OTEL_SERVICE_NAME>",
        "-e",
        "OTEL_EXPORTER_OTLP_ENDPOINT=<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "-e",
        "OTEL_EXPORTER_OTLP_PROTOCOL=<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "-e",
        "OTEL_EXPORTER_OTLP_HEADERS=<YOUR_OTEL_EXPORTER_OTLP_HEADERS>",
        "docker.io/marcellm01/tinycontext:v0.5.4"
      ],
      "env": {
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<YOUR_TINYCONTEXT_MODELS_DIR>",
        "OTEL_SERVICE_NAME": "<YOUR_OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<YOUR_OTEL_EXPORTER_OTLP_HEADERS>"
      }
    }
  }
}

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": {
    "tinycontext-mcp": {
      "type": "stdio",
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "TINYCONTEXT_CONFIG_PATH=<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "-e",
        "TINYCONTEXT_MEMORY_DB_PATH=<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "-e",
        "TINYCONTEXT_MODELS_DIR=<YOUR_TINYCONTEXT_MODELS_DIR>",
        "-e",
        "OTEL_SERVICE_NAME=<YOUR_OTEL_SERVICE_NAME>",
        "-e",
        "OTEL_EXPORTER_OTLP_ENDPOINT=<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "-e",
        "OTEL_EXPORTER_OTLP_PROTOCOL=<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "-e",
        "OTEL_EXPORTER_OTLP_HEADERS=<YOUR_OTEL_EXPORTER_OTLP_HEADERS>",
        "docker.io/marcellm01/tinycontext:v0.5.4"
      ],
      "env": {
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<YOUR_TINYCONTEXT_MODELS_DIR>",
        "OTEL_SERVICE_NAME": "<YOUR_OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<YOUR_OTEL_EXPORTER_OTLP_HEADERS>"
      }
    }
  }
}

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": {
    "tinycontext-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "MCP_TRANSPORT=<YOUR_MCP_TRANSPORT>",
        "-e",
        "TINYCONTEXT_CONFIG_PATH=<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "-e",
        "TINYCONTEXT_MEMORY_DB_PATH=<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "-e",
        "TINYCONTEXT_MODELS_DIR=<YOUR_TINYCONTEXT_MODELS_DIR>",
        "-e",
        "OTEL_SERVICE_NAME=<YOUR_OTEL_SERVICE_NAME>",
        "-e",
        "OTEL_EXPORTER_OTLP_ENDPOINT=<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "-e",
        "OTEL_EXPORTER_OTLP_PROTOCOL=<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "-e",
        "OTEL_EXPORTER_OTLP_HEADERS=<YOUR_OTEL_EXPORTER_OTLP_HEADERS>",
        "docker.io/marcellm01/tinycontext:v0.5.4"
      ],
      "env": {
        "MCP_TRANSPORT": "<YOUR_MCP_TRANSPORT>",
        "TINYCONTEXT_CONFIG_PATH": "<YOUR_TINYCONTEXT_CONFIG_PATH>",
        "TINYCONTEXT_MEMORY_DB_PATH": "<YOUR_TINYCONTEXT_MEMORY_DB_PATH>",
        "TINYCONTEXT_MODELS_DIR": "<YOUR_TINYCONTEXT_MODELS_DIR>",
        "OTEL_SERVICE_NAME": "<YOUR_OTEL_SERVICE_NAME>",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "<YOUR_OTEL_EXPORTER_OTLP_ENDPOINT>",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "<YOUR_OTEL_EXPORTER_OTLP_PROTOCOL>",
        "OTEL_EXPORTER_OTLP_HEADERS": "<YOUR_OTEL_EXPORTER_OTLP_HEADERS>"
      }
    }
  }
}

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