Shared memory + orchestration for your coding agents. Local-first MCP, vector RAG.
Connect Runs on your machine
claude mcp add continuum -e ORCHESTRATOR_DB_PATH=<ORCHESTRATOR_DB_PATH> -e EMBEDDER_URL=<EMBEDDER_URL> -e EMBEDDER_MODEL=<EMBEDDER_MODEL> -e EMBEDDER_DIM=<EMBEDDER_DIM> -- docker run -i --rm docker.io/pouyahasanamreji/continuum:0.3.0{
"mcpServers": {
"continuum": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/pouyahasanamreji/continuum:0.3.0"
],
"env": {
"ORCHESTRATOR_DB_PATH": "<ORCHESTRATOR_DB_PATH>",
"EMBEDDER_URL": "<EMBEDDER_URL>",
"EMBEDDER_MODEL": "<EMBEDDER_MODEL>",
"EMBEDDER_DIM": "<EMBEDDER_DIM>"
}
}
}
}{
"mcpServers": {
"continuum": {
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/pouyahasanamreji/continuum:0.3.0"
],
"env": {
"ORCHESTRATOR_DB_PATH": "<ORCHESTRATOR_DB_PATH>",
"EMBEDDER_URL": "<EMBEDDER_URL>",
"EMBEDDER_MODEL": "<EMBEDDER_MODEL>",
"EMBEDDER_DIM": "<EMBEDDER_DIM>"
}
}
}
}{
"servers": {
"continuum": {
"type": "stdio",
"command": "docker",
"args": [
"run",
"-i",
"--rm",
"docker.io/pouyahasanamreji/continuum:0.3.0"
],
"env": {
"ORCHESTRATOR_DB_PATH": "<ORCHESTRATOR_DB_PATH>",
"EMBEDDER_URL": "<EMBEDDER_URL>",
"EMBEDDER_MODEL": "<EMBEDDER_MODEL>",
"EMBEDDER_DIM": "<EMBEDDER_DIM>"
}
}
}
}Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.
Tools
This server runs locally, so its tools are listed by your MCP client once it starts.
Environment variables
| Name | Description |
|---|---|
ORCHESTRATOR_DB_PATHOptional | SQLite path inside container |
EMBEDDER_URLOptional | Optional HTTP embedder (Ollama/TEI/OpenAI-compatible). Unset = in-process embedder. |
EMBEDDER_MODELOptional | Embedding model id |
EMBEDDER_DIMOptional | Embedding vector dimension |
Details
| Package | docker.io/pouyahasanamreji/continuum:0.3.0 (OCI, streamable-http) |
| First published | 13 May 2026 |
| Last updated | 13 May 2026 |
| Registry name | io.github.pouyahasanamreji/continuum |
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