How long does the integration take?

Change one base URL in an OpenAI-compatible client, or install the Python or TypeScript SDK; the quickstart routes a first request in a few minutes.

Will this lock us into another vendor?

No. The router is Apache-2.0 open source, your provider keys stay yours, and the API is OpenAI-compatible, so leaving is a change of base URL.

What happens when a provider fails?

The router falls back to the next model your policy allows and records the fallback in the trace, so an outage costs a retry, not an incident.

mmp - Prompt - OpenSmartRoute

Name: mmp
Author: oimiragieo

Prompt file imported from oimiragieo/agent-studio (.claude/commands/mmp.md). Copyright stays with the author.

mmp — Mesh Memory Protocol CLI

Query CAT7 lineage chains and descendants from the command line.

Usage

node .claude/tools/cli/mmp.cjs <subcommand> <record-id> [flags]

Or via pnpm scripts:

pnpm mmp:lineage  <record-id> [flags]
pnpm mmp:descendants <record-id> [flags]

Subcommands

Subcommand	Description
`lineage`	Print the ancestry chain from `record-id` back to earliest root
`descendants`	Print all records whose lineage includes `record-id`

Flags

Flag	Default	Description
`--format=json`	yes	Output as JSON array
`--format=tree`	no	Output as indented ASCII tree
`--json`	—	Alias for `--format=json` (explicit override)

Exit Codes

Code	Meaning
`0`	Success
`1`	Record not found
`2`	Usage error (missing/unknown subcommand or args)

Examples

# Trace ancestry of a record (default JSON)
node .claude/tools/cli/mmp.cjs lineage my-record-id

# Trace ancestry as indented tree
node .claude/tools/cli/mmp.cjs lineage my-record-id --format=tree

# Find all direct descendants of a record
node .claude/tools/cli/mmp.cjs descendants root-record-id

# Pipe JSON output to jq
node .claude/tools/cli/mmp.cjs lineage my-record-id | jq '.[].concept'

Environment Variables

Variable	Description
`MMP_BASE_DIR`	Override the base directory for CAT7 tier storage. Defaults to
	`.claude/context/memory` relative to the project root.

Notes

Lineage traversal follows lineage[0] (linear chain; DAG deferred to v3.3.0).
findDescendants is non-transitive: only direct references are returned.
Records are located across stm/, mtm/, and ltm/ subdirectories.

Install mmp and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

# mmp — Mesh Memory Protocol CLI Query CAT7 lineage chains and descendants from the command line. ## Usage ``` node .claude/tools/cli/mmp.cjs <subcommand> <record-id> [flags] ``` Or via pnpm scripts: ``` pnpm mmp:lineage <record-id> [flags] pnpm mmp:descendants <record-id> [flags] ``` ## Subcommands | Subcommand | Description | | ------------- | --------------------------------------------------------------- | | `lineage` | Print the ancestry chain from `record-id` back to earliest root | | `descendants` | Print all records whose lineage includes `record-id` | ## Flags | Flag | Default | Description | | --------------- | ------- | --------------------------------------------- | | `--format=json` | yes | Output as JSON array | | `--format=tree` | no | Output as indented ASCII tree | | `--json` | — | Alias for `--format=json` (explicit override) | ## Exit Codes | Code | Meaning | | ---- | ------------------------------------------------ | | `0` | Success | | `1` | Record not found | | `2` | Usage error (missing/unknown subcommand or args) | ## Examples ```bash # Trace ancestry of a record (default JSON) node .claude/tools/cli/mmp.cjs lineage my-record-id # Trace ancestry as indented tree node .claude/tools/cli/mmp.cjs lineage my-record-id --format=tree # Find all direct descendants of a record node .claude/tools/cli/mmp.cjs descendants root-record-id # Pipe JSON output to jq node .claude/tools/cli/mmp.cjs lineage my-record-id | jq '.[].concept' ``` ## Environment Variables | Variable | Description | | -------------- | -------------------------------------------------------------- | | `MMP_BASE_DIR` | Override the base directory for CAT7 tier storage. Defaults to | | | `.claude/context/memory` relative to the project root. | ## Notes - Lineage traversal follows `lineage[0]` (linear chain; DAG deferred to v3.3.0). - `findDescendants` is non-transitive: only direct references are returned. - Records are located across `stm/`, `mtm/`, and `ltm/` subdirectories.

{ "prompt": "# mmp — Mesh Memory Protocol CLI\n\nQuery CAT7 lineage chains and descendants from the command line.\n\n## Usage\n\n```\nnode .claude/tools/cli/mmp.cjs <subcommand> <record-id> [flags]\n```\n\nOr via pnpm scripts:\n\n```\npnpm mmp:lineage <record-id> [flags]\npnpm mmp:descendants <record-id> [flags]\n```\n\n## Subcommands\n\n| Subcommand | Description |\n| ------------- | --------------------------------------------------------------- |\n| `lineage` | Print the ancestry chain from `record-id` back to earliest root |\n| `descendants` | Print all records whose lineage includes `record-id` |\n\n## Flags\n\n| Flag | Default | Description |\n| --------------- | ------- | --------------------------------------------- |\n| `--format=json` | yes | Output as JSON array |\n| `--format=tree` | no | Output as indented ASCII tree |\n| `--json` | — | Alias for `--format=json` (explicit override) |\n\n## Exit Codes\n\n| Code | Meaning |\n| ---- | ------------------------------------------------ |\n| `0` | Success |\n| `1` | Record not found |\n| `2` | Usage error (missing/unknown subcommand or args) |\n\n## Examples\n\n```bash\n# Trace ancestry of a record (default JSON)\nnode .claude/tools/cli/mmp.cjs lineage my-record-id\n\n# Trace ancestry as indented tree\nnode .claude/tools/cli/mmp.cjs lineage my-record-id --format=tree\n\n# Find all direct descendants of a record\nnode .claude/tools/cli/mmp.cjs descendants root-record-id\n\n# Pipe JSON output to jq\nnode .claude/tools/cli/mmp.cjs lineage my-record-id | jq '.[].concept'\n```\n\n## Environment Variables\n\n| Variable | Description |\n| -------------- | -------------------------------------------------------------- |\n| `MMP_BASE_DIR` | Override the base directory for CAT7 tier storage. Defaults to |\n| | `.claude/context/memory` relative to the project root. |\n\n## Notes\n\n- Lineage traversal follows `lineage[0]` (linear chain; DAG deferred to v3.3.0).\n- `findDescendants` is non-transitive: only direct references are returned.\n- Records are located across `stm/`, `mtm/`, and `ltm/` subdirectories.", "variables": [], "notes": "MMP CLI — query CAT7 lineage and descendant chains", "metadata": { "source": { "provider": "github-claude-commands", "repository": "https://github.com/oimiragieo/agent-studio", "path": ".claude/commands/mmp.md", "ref": "64b580eab27ba37673f042ecc12ac53413cd9dd5", "url": "https://github.com/oimiragieo/agent-studio/blob/64b580eab27ba37673f042ecc12ac53413cd9dd5/.claude/commands/mmp.md", "key": "oimiragieo/agent-studio/.claude/commands/mmp.md" } } }

mmp

About

mmp — Mesh Memory Protocol CLI

Usage

Subcommands

Flags

Exit Codes

Examples

Environment Variables

Notes

Install mmp and it becomes one more candidate the router can pick - when it fits.

What it costs to adopt - in engineering time.

One base URL

No vendor lock-in

Failover built in

Use it

Manifest

Reviews