reclaw-comms-mcp
OfficialClick on "Install Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@reclaw-comms-mcpStart a conversation with Priya's EA to propose times for a design review"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
reclaw-comms-mcp
MCP service for permissioned, structured agent-to-agent communications at
Redesign Health. First use case: a user's main agent delegates to a dedicated
EA agent, which communicates with other people's EA agents to negotiate
availability (including judgment, not just calendar overlap). Communications
are scoped and structured — no free text initially. See
docs/DESIGN.md for the full spec (data model, permission
model, message schemas). EA agent logic lives elsewhere — this repo is only
the comms layer.
Layout
main.py # FastMCP server, observability + scope-enforcement middleware
auth.py # Okta OIDCProxy (humans) + rh-auth JWTVerifier (agents) via MultiAuth
scopes.py # TOOL_SCOPES catalog + fail-closed scope helpers
identity.py # Issuer-gated JWT identity resolution (anti-impersonation guards)
observability.py # structlog JSON events (tool_call, scope_denial, auth_flow, ...)
providers/comms.py # Comms provider sub-server — the 11 MCP tools (see below)
models.py # SQLAlchemy 2.x async ORM models (agents, conversations,
# participants, messages, audit_log — DESIGN.md §5)
db.py # Async engine/session factory (DATABASE_URL, fail-fast)
schemas.py # Pydantic message-payload schemas (scheduling.availability v1)
state_machine.py # Conversation/participant state transitions (DESIGN.md §4, §6)
service.py # Domain/service layer: membership rules, uniform denials, audit
exceptions.py # Service-layer exception shapes (mapped to ToolError in providers/comms.py)
migrations/ # Alembic migrations (async env.py); run `alembic upgrade head`
tests/ # pytest suite (composition, scope fail-closed, domain logic, schema)Related MCP server: agent-broker
Domain layer
The comms board is five Postgres tables — agents, conversations,
participants, messages, audit_log — with messages and audit_log
append-only. An agent self-provisions via comms_register, then either
starts a conversation (adding named targets as invited) or gets invited
into one. A target only gains message-history read/write access after
calling comms_accept (invited → active); declining (comms_decline_invite)
is terminal and grants nothing. See
docs/DESIGN.md §4–§6 for the full membership rules,
table definitions, and message schemas (scheduling.availability v1 —
strict, schema-validated, no free text).
MCP tool surface
All tools below are mounted under the comms namespace (e.g. whoami in
providers/comms.py is exposed as comms_whoami) and enrolled in the
fail-closed scopes.TOOL_SCOPES registry. Source of truth:
providers/comms.py.
Tool | Scope | Purpose |
|
| Return the caller's identity, issuer, caller type, and scopes |
|
| Idempotently self-provision (or re-bind) the caller's board |
|
| Paginated board directory |
|
| Open a conversation with N target agents and post the seq-1 message |
|
| Post a typed, schema-validated message to an active conversation |
|
| Combined read: conversation + participants + messages since a seq; advances the caller's read cursor |
|
| Active conversations with unread messages, plus pending invites |
|
| Flip the caller's participant status |
|
| Decline a pending invite — terminal, no access is ever granted |
|
| Invite another board agent into an active conversation (as |
|
| Leave a conversation the caller is currently |
The layout mirrors rh-mcp, the reference MCP implementation in the RH tech guide.
Auth model
Both humans and machines POST to the same /mcp endpoint; FastMCP
MultiAuth routes them (/health is unauthenticated):
Humans (Claude Code / Claude Desktop / browser): Okta OIDC via FastMCP
OIDCProxy. Identity claims (email) are available to tools viaget_access_token().claims. Interactive callers bypass per-tool scope checks.Agents / services: rh-auth HS256 Bearer JWT (issued by the Tech Team via
rh-auth issue --sub <agent> --scopes comms:read,...), verified by aJWTVerifierkeyed toRH_AUTH_SECRET. Every tool call is then gated by theTOOL_SCOPEScatalog inscopes.py— fail-closed: a tool without a registry entry rejects every rh-auth call, denial messages are uniform (anti-enumeration), and each denial emits a structuredscope_deniallog event.
When adding a tool, enroll its mounted name (comms_<tool>) in
TOOL_SCOPES in the same PR — tests/test_main.py fails otherwise.
Local development
Requires uv.
uv sync # install deps from uv.lock
# Start Postgres, apply migrations, then run the tests (see "Database /
# migrations" below for why the port is 55432, not 5432)
docker compose up -d postgres
export DATABASE_URL=postgresql://postgres:postgres@localhost:55432/reclaw_comms
uv run alembic upgrade head
uv run pytest # tests
uv run ruff check . && uv run ruff format --check .
uv run mypy . # strict type check
# Run the server (needs real Okta + secret config)
cp .env.example .env # fill in values; .env is gitignored
uv run python main.py # http://127.0.0.1:8080/mcp
# Or the full stack (server + Postgres) in Docker
docker compose up --buildTests never touch the network: the Okta OIDC discovery call is patched out
in every test module that imports main (see tests/test_main.py's
_OIDC_PATCH), so uv run pytest needs no real Okta tenant, issuer
reachability, or credentials — only a reachable Postgres for the
real-database tests (below), which skip cleanly if it's absent.
Database / migrations
Postgres is provisioned by docker-compose.yml, mapped to host port
55432 (container-internal port stays the standard 5432). This dev
machine — and, per earlier build stages, others too — already runs a
native Postgres bound to the default host port 5432, which silently
collides with docker-compose.yml's old 5432:5432 mapping (you'd connect
to the wrong database with no error). Moving the compose Postgres's
host-side port to 55432 sidesteps this permanently; nothing about the
container's internal networking changes, so the reclaw-comms-mcp
service's own DATABASE_URL (which reaches postgres by service name on
the internal port 5432) is unaffected.
After starting Postgres, apply migrations before running the service or the real-database tests:
docker compose up -d postgres # start Postgres only (host port 55432)
export DATABASE_URL=postgresql://postgres:postgres@localhost:55432/reclaw_comms
uv run alembic upgrade head # create/upgrade the 5-table schemaIf you still hit a conflict (e.g. something else is bound to 55432), check
with lsof -i :55432 and either free the port or change the host-side
number in docker-compose.yml's ports: mapping for the postgres
service (updating DATABASE_URL to match) — a single fixed alternate port
is enough here, so there's no compose-override or env-var indirection.
To generate a new migration after changing models.py:
uv run alembic revision --autogenerate -m "<description>"tests/test_db_models.py (and the other real-database test modules) run
against this same real Postgres instance (no mocking, per the RH standard)
and skip gracefully with a clear reason if they can't connect.
Configuration is env-driven and fail-fast: the service refuses to start
if any required variable (OKTA_ISSUER_URL, OKTA_CLIENT_ID,
OKTA_CLIENT_SECRET, MCP_JWT_SECRET, RH_AUTH_SECRET) is missing or
empty. See .env.example for the full list. No secrets are committed
anywhere in this repo.
Observability
Structured JSON logs via structlog to stdout → CloudWatch. Event schema
matches the MCP fleet (tool_call, user_active, auth_flow,
auth_rejected, scope_denial) so existing Metric Filters / Logs Insights
queries apply. Never log message content or attacker-controlled claim
values.
Deployment (not yet wired)
Like the other RH MCP services, this deploys as an ECS Fargate task with a
Tailscale sidecar (tailnet-only, no public endpoint) via the shared
mcp-server Terraform module.
When ready:
Add a
module "reclaw_comms_mcp"block inrh-data-platform/infrastructure/environments/{dev,prod}/invoking../../modules/mcp-server(see therh_mcpinvocation inenvironments/prod/main.tffor the shape: ECR image, Tailscale hostname, EFS mount for/data/fastmcp-tokens, andsecret_ssm_pathsforOKTA_*,MCP_JWT_SECRET,RH_AUTH_SECRET, and laterDATABASE_URL).Provision the SSM parameters (Terraform
random_passwordforMCP_JWT_SECRET; the rest via the Tech Team's SSM process) and register the Okta application for this service'sBASE_URL.Add an ECR repository + a deploy workflow (build/push via GitHub OIDC, then update the image tag), modeled on
rh-data-platform/.github/workflows/deploy-rh-mcp.yml.
No Terraform lives in this repo — rh-data-platform keeps infrastructure in
its own infrastructure/ tree, and this repo follows that convention.
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