Gramps MCP

API client | MCP server | A2A agent

Version: 2.3.2

gramps-mcp exposes the public Gramps Web API as a typed Python client, a compact action-routed MCP server, and an optional A2A agent. All instance endpoints, credentials, identity-provider settings, TLS trust, tenant policy, and observability destinations are provided at runtime.

Key capabilities

• Thirty-five condensed MCP domains cover people, families, events, places, relationships, sources, citations, media, DNA, imports, exports, trees, users, and supporting Gramps operations.
• The verbose surface is generated from the vendored OpenAPI operation manifest.
• Blocking HTTP calls are moved off the async MCP event loop through the shared current Agent Utilities dispatcher.
• HTTPS peer and hostname verification are mandatory and configured through an AgentConfig-backed TLS profile; this package has no boolean verification bypass.
• One complete skill applies research evidence, living-person privacy, and read-before-write safety across the complete surface.
• Neutral ontology and source-preset inputs can be compiled centrally into a signed Arbora capability. The provider exposes no direct graph-write tool.

Available MCP tools

Each condensed tool accepts an action plus a JSON string in params_json. Domain toggles are enabled unless a deployment disables them. This table is generated from the registered server surface.

Condensed action-routed tools (MCP_TOOL_MODE=condensed)

MCP Tool	Toggle Env Var	Description
gramps_bookmarks	BOOKMARKSTOOL	Manage Gramps bookmarks operations. CONCEPT:GM-OS.identity.grmp.
gramps_chat	CHATTOOL	Manage Gramps chat operations. CONCEPT:GM-OS.identity.grmp.
gramps_citations	CITATIONSTOOL	Manage Gramps citations operations. CONCEPT:GM-OS.identity.grmp.
gramps_config	CONFIGTOOL	Manage Gramps config operations. CONCEPT:GM-OS.identity.grmp.
gramps_dna	DNATOOL	Manage Gramps dna operations. CONCEPT:GM-OS.identity.grmp.
gramps_events	EVENTSTOOL	Manage Gramps events operations. CONCEPT:GM-OS.identity.grmp.
gramps_exporters	EXPORTERSTOOL	Manage Gramps exporters operations. CONCEPT:GM-OS.identity.grmp.
gramps_facts	FACTSTOOL	Manage Gramps facts operations. CONCEPT:GM-OS.identity.grmp.
gramps_families	FAMILIESTOOL	Manage Gramps families operations. CONCEPT:GM-OS.identity.grmp.
gramps_filters	FILTERSTOOL	Manage Gramps filters operations. CONCEPT:GM-OS.identity.grmp.
gramps_holidays	HOLIDAYSTOOL	Manage Gramps holidays operations. CONCEPT:GM-OS.identity.grmp.
gramps_importers	IMPORTERSTOOL	Manage Gramps importers operations. CONCEPT:GM-OS.identity.grmp.
gramps_living	LIVINGTOOL	Manage Gramps living operations. CONCEPT:GM-OS.identity.grmp.
gramps_media	MEDIATOOL	Manage Gramps media operations. CONCEPT:GM-OS.identity.grmp.
gramps_metadata	METADATATOOL	Manage Gramps metadata operations. CONCEPT:GM-OS.identity.grmp.
gramps_name_formats	NAME_FORMATSTOOL	Manage Gramps name formats operations. CONCEPT:GM-OS.identity.grmp.
gramps_name_groups	NAME_GROUPSTOOL	Manage Gramps name groups operations. CONCEPT:GM-OS.identity.grmp.
gramps_notes	NOTESTOOL	Manage Gramps notes operations. CONCEPT:GM-OS.identity.grmp.
gramps_oidc	OIDCTOOL	Manage Gramps oidc operations. CONCEPT:GM-OS.identity.grmp.
gramps_people	PEOPLETOOL	Manage Gramps people operations. CONCEPT:GM-OS.identity.grmp.
gramps_places	PLACESTOOL	Manage Gramps places operations. CONCEPT:GM-OS.identity.grmp.
gramps_relations	RELATIONSTOOL	Manage Gramps relations operations. CONCEPT:GM-OS.identity.grmp.
gramps_reports	REPORTSTOOL	Manage Gramps reports operations. CONCEPT:GM-OS.identity.grmp.
gramps_repositories	REPOSITORIESTOOL	Manage Gramps repositories operations. CONCEPT:GM-OS.identity.grmp.
gramps_search	SEARCHTOOL	Manage Gramps search operations. CONCEPT:GM-OS.identity.grmp.
gramps_sources	SOURCESTOOL	Manage Gramps sources operations. CONCEPT:GM-OS.identity.grmp.
gramps_tags	TAGSTOOL	Manage Gramps tags operations. CONCEPT:GM-OS.identity.grmp.
gramps_tasks	TASKSTOOL	Manage Gramps tasks operations. CONCEPT:GM-OS.identity.grmp.
gramps_timeline	TIMELINETOOL	Manage Gramps timeline operations. CONCEPT:GM-OS.identity.grmp.
gramps_token	TOKENTOOL	Manage Gramps token operations. CONCEPT:GM-OS.identity.grmp.
gramps_transactions	TRANSACTIONSTOOL	Manage Gramps transactions operations. CONCEPT:GM-OS.identity.grmp.
gramps_translations	TRANSLATIONSTOOL	Manage Gramps translations operations. CONCEPT:GM-OS.identity.grmp.
gramps_trees	TREESTOOL	Manage Gramps trees operations. CONCEPT:GM-OS.identity.grmp.
gramps_types	TYPESTOOL	Manage Gramps types operations. CONCEPT:GM-OS.identity.grmp.
gramps_users	USERSTOOL	Manage Gramps users operations. CONCEPT:GM-OS.identity.grmp.

Verbose 1:1 API-mapped tools (MCP_TOOL_MODE=verbose or both)

147 per-operation tools — one per public API method (click to expand)

MCP Tool	Toggle Env Var	Description
gramps_delete_bookmark_edit	BOOKMARKSTOOL	DELETE /bookmarks/{namespace}/{handle}
gramps_delete_config	CONFIGTOOL	DELETE /config/{key}/
gramps_delete_filter	FILTERSTOOL	DELETE /filters/{namespace}/{name}
gramps_delete_user	USERSTOOL	DELETE /users/{user_name}/
gramps_get_bookmark	BOOKMARKSTOOL	GET /bookmarks/{namespace}
gramps_get_bookmarks	BOOKMARKSTOOL	GET /bookmarks/
gramps_get_citation	CITATIONSTOOL	GET /citations/{handle}
gramps_get_citations	CITATIONSTOOL	GET /citations/
gramps_get_config	CONFIGTOOL	GET /config/{key}/
gramps_get_configs	CONFIGTOOL	GET /config/
gramps_get_confirm_email	USERSTOOL	GET /users/-/email/confirm/
gramps_get_custom_type	TYPESTOOL	GET /types/custom/{datatype}
gramps_get_custom_types	TYPESTOOL	GET /types/custom/
gramps_get_default_type	TYPESTOOL	GET /types/default/{datatype}
gramps_get_default_type_map	TYPESTOOL	GET /types/default/{datatype}/map
gramps_get_default_types	TYPESTOOL	GET /types/default/
gramps_get_event	EVENTSTOOL	GET /events/{handle}
gramps_get_event_span	EVENTSTOOL	GET /events/{handle1}/span/{handle2}
gramps_get_events	EVENTSTOOL	GET /events/
gramps_get_exporter	EXPORTERSTOOL	GET /exporters/{extension}
gramps_get_exporter_file	EXPORTERSTOOL	GET /exporters/{extension}/file
gramps_get_exporter_file_result	EXPORTERSTOOL	GET /exporters/{extension}/file/processed/{filename}
gramps_get_exporters	EXPORTERSTOOL	GET /exporters/
gramps_get_facts	FACTSTOOL	GET /facts/
gramps_get_families	FAMILIESTOOL	GET /families/
gramps_get_family	FAMILIESTOOL	GET /families/{handle}
gramps_get_family_timeline	TIMELINETOOL	GET /families/{handle}/timeline
gramps_get_filter	FILTERSTOOL	GET /filters/{namespace}/{name}
gramps_get_filters	FILTERSTOOL	GET /filters/
gramps_get_filters_namespace	FILTERSTOOL	GET /filters/{namespace}
gramps_get_get_name_group	NAME_GROUPSTOOL	GET /name-groups/{surname}
gramps_get_holiday	HOLIDAYSTOOL	GET /holidays/{country}/{year}/{month}/{day}
gramps_get_holidays	HOLIDAYSTOOL	GET /holidays/
gramps_get_importer	IMPORTERSTOOL	GET /importers/{extension}
gramps_get_importers	IMPORTERSTOOL	GET /importers/
gramps_get_living	LIVINGTOOL	GET /living/{handle}
gramps_get_living_dates	LIVINGTOOL	GET /living/{handle}/dates
gramps_get_media_archive_filename	MEDIATOOL	GET /media/archive/{filename}
gramps_get_media_face_detection	MEDIATOOL	GET /media/{handle}/face_detection
gramps_get_media_file	MEDIATOOL	GET /media/{handle}/file
gramps_get_media_object	MEDIATOOL	GET /media/{handle}
gramps_get_media_objects	MEDIATOOL	GET /media/
gramps_get_merge_citation	CITATIONSTOOL	GET /citations/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_event	EVENTSTOOL	GET /events/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_media	MEDIATOOL	GET /media/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_note	NOTESTOOL	GET /notes/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_place	PLACESTOOL	GET /places/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_repository	REPOSITORIESTOOL	GET /repositories/{phoenix_handle}/merge/{titanic_handle}
gramps_get_merge_source	SOURCESTOOL	GET /sources/{phoenix_handle}/merge/{titanic_handle}
gramps_get_metadata	METADATATOOL	GET /metadata/
gramps_get_metadata_researcher	METADATATOOL	GET /metadata/researcher/
gramps_get_name_formats	NAME_FORMATSTOOL	GET /name-formats/
gramps_get_name_groups	NAME_GROUPSTOOL	GET /name-groups/
gramps_get_note	NOTESTOOL	GET /notes/{handle}
gramps_get_notes	NOTESTOOL	GET /notes/
gramps_get_oidccallbackresource	OIDCTOOL	GET /oidc/callback/
gramps_get_oidccallbackresource_provider	OIDCTOOL	GET /oidc/callback/{provider_id}
gramps_get_oidcconfigresource	OIDCTOOL	GET /oidc/config/
gramps_get_oidcloginresource	OIDCTOOL	GET /oidc/login/
gramps_get_oidclogoutresource	OIDCTOOL	GET /oidc/logout/
gramps_get_oidctokenexchangeresource	OIDCTOOL	GET /oidc/tokens/
gramps_get_people	PEOPLETOOL	GET /people/
gramps_get_person	PEOPLETOOL	GET /people/{handle}
gramps_get_person_dna_matches	DNATOOL	GET /people/{handle}/dna/matches
gramps_get_person_timeline	TIMELINETOOL	GET /people/{handle}/timeline
gramps_get_person_ydna	DNATOOL	GET /people/{handle}/ydna
gramps_get_place	PLACESTOOL	GET /places/{handle}
gramps_get_places	PLACESTOOL	GET /places/
gramps_get_relation	RELATIONSTOOL	GET /relations/{handle1}/{handle2}
gramps_get_relations	RELATIONSTOOL	GET /relations/{handle1}/{handle2}/all
gramps_get_report	REPORTSTOOL	GET /reports/{report_id}
gramps_get_report_file	REPORTSTOOL	GET /reports/{report_id}/file
gramps_get_report_file_result	REPORTSTOOL	GET /reports/{report_id}/file/processed/{filename}
gramps_get_reports	REPORTSTOOL	GET /reports/
gramps_get_repositories	REPOSITORIESTOOL	GET /repositories/
gramps_get_repository	REPOSITORIESTOOL	GET /repositories/{handle}
gramps_get_reset_password	USERSTOOL	GET /users/-/password/reset/
gramps_get_search	SEARCHTOOL	GET /search/
gramps_get_set_name_group	NAME_GROUPSTOOL	GET /name-groups/{surname}/{group}
gramps_get_source	SOURCESTOOL	GET /sources/{handle}
gramps_get_sources	SOURCESTOOL	GET /sources/
gramps_get_tag	TAGSTOOL	GET /tags/{handle}
gramps_get_tags	TAGSTOOL	GET /tags/
gramps_get_task	TASKSTOOL	GET /tasks/{task_id}
gramps_get_tasks	TASKSTOOL	GET /tasks/
gramps_get_timeline_families	TIMELINETOOL	GET /timelines/families/
gramps_get_timeline_people	TIMELINETOOL	GET /timelines/people/
gramps_get_token_create_owner	TOKENTOOL	GET /token/create_owner/
gramps_get_transaction_history	TRANSACTIONSTOOL	GET /transactions/history/{transaction_id}
gramps_get_transaction_undo	TRANSACTIONSTOOL	GET /transactions/history/{transaction_id}/undo
gramps_get_transactions_history	TRANSACTIONSTOOL	GET /transactions/history/
gramps_get_translation	TRANSLATIONSTOOL	GET /translations/{language}
gramps_get_translations	TRANSLATIONSTOOL	GET /translations/
gramps_get_tree	TREESTOOL	GET /trees/{tree_id}
gramps_get_tree_config	TREESTOOL	GET /trees/{tree_id}/config
gramps_get_trees	TREESTOOL	GET /trees/
gramps_get_types	TYPESTOOL	GET /types/
gramps_get_user	USERSTOOL	GET /users/{user_name}/
gramps_get_users	USERSTOOL	GET /users/
gramps_post_change_password	USERSTOOL	POST /users/{user_name}/password/change
gramps_post_chat	CHATTOOL	POST /chat/
gramps_post_delete_objects	TRANSACTIONSTOOL	POST /objects/delete/
gramps_post_delete_objects_by_handle	TRANSACTIONSTOOL	POST /objects/delete-by-handle/
gramps_post_disable_tree	TREESTOOL	POST /trees/{tree_id}/disable
gramps_post_dna_match_parser	DNATOOL	POST /parsers/dna-match
gramps_post_enable_tree	TREESTOOL	POST /trees/{tree_id}/enable
gramps_post_exporter_file	EXPORTERSTOOL	POST /exporters/{extension}/file
gramps_post_families	FAMILIESTOOL	POST /families/
gramps_post_filters_namespace	FILTERSTOOL	POST /filters/{namespace}
gramps_post_get_name_group	NAME_GROUPSTOOL	POST /name-groups/{surname}
gramps_post_importer_file	IMPORTERSTOOL	POST /importers/{extension}/file
gramps_post_media_archive	MEDIATOOL	POST /media/archive/
gramps_post_media_archive_upload_zip	MEDIATOOL	POST /media/archive/upload/zip
gramps_post_media_objects	MEDIATOOL	POST /media/
gramps_post_media_ocr	MEDIATOOL	POST /media/{handle}/ocr
gramps_post_merge_family	FAMILIESTOOL	POST /families/{phoenix_handle}/merge/{titanic_handle}
gramps_post_merge_person	PEOPLETOOL	POST /people/{phoenix_handle}/merge/{titanic_handle}
gramps_post_migrate_tree	TREESTOOL	POST /trees/{tree_id}/migrate
gramps_post_name_groups	NAME_GROUPSTOOL	POST /name-groups/
gramps_post_objects	TRANSACTIONSTOOL	POST /objects/
gramps_post_oidcbackchannellogoutresource	OIDCTOOL	POST /oidc/backchannel-logout/
gramps_post_register	USERSTOOL	POST /users/{user_name}/register/
gramps_post_repair_tree	TREESTOOL	POST /trees/{tree_id}/repair
gramps_post_report_file	REPORTSTOOL	POST /reports/{report_id}/file
gramps_post_reset_password	USERSTOOL	POST /users/-/password/reset/
gramps_post_search_index	SEARCHTOOL	POST /search/index/
gramps_post_set_name_group	NAME_GROUPSTOOL	POST /name-groups/{surname}/{group}
gramps_post_token	TOKENTOOL	POST /token/
gramps_post_token_create_owner	TOKENTOOL	POST /token/create_owner/
gramps_post_token_refresh	TOKENTOOL	POST /token/refresh/
gramps_post_transaction_undo	TRANSACTIONSTOOL	POST /transactions/history/{transaction_id}/undo
gramps_post_transactions	TRANSACTIONSTOOL	POST /transactions/
gramps_post_translation	TRANSLATIONSTOOL	POST /translations/{language}
gramps_post_trees	TREESTOOL	POST /trees/
gramps_post_trigger_reset_password	USERSTOOL	POST /users/{user_name}/password/reset/trigger/
gramps_post_user	USERSTOOL	POST /users/{user_name}/
gramps_post_user_create_owner	USERSTOOL	POST /users/{user_name}/create_owner/
gramps_post_users	USERSTOOL	POST /users/
gramps_post_verify	TREESTOOL	POST /trees/{tree_id}/verify
gramps_put_bookmark_edit	BOOKMARKSTOOL	PUT /bookmarks/{namespace}/{handle}
gramps_put_config	CONFIGTOOL	PUT /config/{key}/
gramps_put_filters_namespace	FILTERSTOOL	PUT /filters/{namespace}
gramps_put_media_file	MEDIATOOL	PUT /media/{handle}/file
gramps_put_metadata_researcher	METADATATOOL	PUT /metadata/researcher/
gramps_put_tree	TREESTOOL	PUT /trees/{tree_id}
gramps_put_tree_config	TREESTOOL	PUT /trees/{tree_id}/config
gramps_put_user	USERSTOOL	PUT /users/{user_name}/

35 action-routed tool(s) · 147 verbose 1:1 tool(s). Each is enabled unless its <DOMAIN>TOOL toggle is set false; MCP_TOOL_MODE selects the surface (intent default — the six verb-tools, granular set loaded on demand · condensed action-routed · verbose 1:1 · both). Auto-generated — do not edit.

Installation

Extra	Installs	Intended use
gramps-mcp[mcp]	Agent Utilities MCP runtime and the mandatory full epistemic-graph base dependency	MCP tool hosting
gramps-mcp[agent]	Current agent-runtime plus Logfire	Integrated A2A agent
gramps-mcp[all]	MCP and agent runtime	Both entry points

Run without a durable installation:

uvx --from "gramps-mcp[mcp]" gramps-mcp
uvx --from "gramps-mcp[agent]" gramps-agent

Or install into an environment:

uv pip install "gramps-mcp[mcp]"
uv pip install "gramps-mcp[agent]"

Every install receives epistemic-graph[full] through Agent Utilities. The connector does not start an insecure engine listener or select a machine-specific graph database. AgentConfig owns engine topology and identity.

Runtime configuration

The checked-in MCP configuration is reference-only:

{
  "mcpServers": {
    "gramps-mcp": {
      "command": "uvx",
      "args": ["--from", "gramps-mcp[mcp]", "gramps-mcp"],
      "env": {
        "MCP_TOOL_MODE": "condensed",
        "GRAMPS_TOKEN": "env://GRAMPS_TOKEN",
        "GRAMPS_URL": "env://GRAMPS_URL"
      }
    }
  }
}

An alias-aware Arbora launcher resolves the two references before creating the child process. Other launchers must inject the values through their own runtime secret mechanism. Never replace references with a credential or endpoint in a committed file.

Setting	Purpose
GRAMPS_URL	Absolute HTTPS origin of the selected Gramps Web API
GRAMPS_TOKEN	Fixed bearer credential when delegation is inactive
GRAMPS_USERNAME and GRAMPS_PASSWORD	Optional login pair when a fixed token is not used
TLS_PROFILE / TLS_PROFILES_REF	Checked system/private trust and optional mTLS
MCP_TOOL_MODE	condensed, verbose, both, or intent

The endpoint must not contain credentials, a query, or a fragment. The retired boolean verification switch is unsupported; trust policy is a resolved TLS profile and cannot be disabled per request.

Validate configuration without printing resolved values:

agent-connector-sdk-doctor --only config transport_security mcp_fleet_secrets mcp_fleet

Usage

Python client

from gramps_mcp.auth import get_client

client = get_client()
try:
    result = client.get_people(page=1, pagesize=25)
    print(result.status_code)
finally:
    client.close()

MCP tool call

{
  "tool": "gramps_people",
  "arguments": {
    "action": "get_people",
    "params_json": "{\"page\":1,\"pagesize\":25}"
  }
}

Use gramps-genealogy-operations for evidence handling, privacy controls, stable-handle resolution, and safe mutations. Merges, imports, deletes, tree repair or migration, transaction undo, user changes, and token/password operations require explicit scope and approval.

Containers

The multi-stage Dockerfile provides separate MCP and agent targets:

docker build --target mcp -t gramps-mcp:mcp -f docker/Dockerfile .
docker build --target agent -t gramps-mcp:agent-local -f docker/Dockerfile .

Compose image references, model selection, MCP endpoint, credentials, and telemetry are externalized. Published ports bind to loopback by default; any wider network exposure must add authenticated MCP transport, authorization policy, and ingress TLS.

Governed capability contract

The package contributes only provider-owned inputs:

• a mapping of the public Gramps data model;
• neutral people, family, and event source presets;
• one provider skill and canonical prompts;
• entry points that prove which distribution owns each input.

The committed release-generated schema-v2 bundle adds exact local MCP schema fingerprints, a signed manifest, SHACL shapes, neutral mappings and fixtures, a migration ledger, and an offline source attestation. It contains no live record, instance extension, endpoint, credential, local path, tenant mapping, or external-live claim. Genealogy ingestion also requires approved tenant, ACL, consent, classification, retention, provenance, redaction, and deletion policy. Missing or stale evidence fails closed.

Runtime endpoints, credentials, TLS trust, identity, tree/tenant policy, retention, and observability destinations are deployment inputs and never packaged values. Read Configuration, trust, and privacy before enabling a network transport, Arbora delegation, source synchronization, or trace export.

Privacy and observability

Genealogy can expose living-person identities, family relationships, dates, places, notes, media, DNA, contact details, and authentication data. Keep telemetry content capture disabled unless a separately approved policy permits it. Export bounded status, counts, timings, and error classes rather than prompts, responses, tool payloads, records, endpoints, credentials, or filesystem paths.

See the documentation for configuration, deployment, and operational guidance.

Environment Variables

Package environment variables

Variable	Example	Description
HOST	127.0.0.1
PORT	8000
TRANSPORT	stdio	stdio | streamable-http | sse
MCP_TOOL_MODE	condensed	condensed | verbose | both | intent
ENABLE_OTEL	False
OTEL_EXPORTER_OTLP_HEADERS_REF	secret://telemetry/headers	OTEL_EXPORTER_OTLP_ENDPOINT is supplied at runtime.
LANGFUSE_CAPTURE_CONTENT	false
EUNOMIA_TYPE	none	none | embedded | remote
BOOKMARKSTOOL	True
CHATTOOL	True
CITATIONSTOOL	True
CONFIGTOOL	True
DNATOOL	True
EVENTSTOOL	True
EXPORTERSTOOL	True
FACTSTOOL	True
FAMILIESTOOL	True
FILTERSTOOL	True
HOLIDAYSTOOL	True
IMPORTERSTOOL	True
LIVINGTOOL	True
MEDIATOOL	True
METADATATOOL	True
NAME_FORMATSTOOL	True
NAME_GROUPSTOOL	True
NOTESTOOL	True
OIDCTOOL	True
PEOPLETOOL	True
PLACESTOOL	True
RELATIONSTOOL	True
REPORTSTOOL	True
REPOSITORIESTOOL	True
SEARCHTOOL	True
SOURCESTOOL	True
TAGSTOOL	True
TASKSTOOL	True
TIMELINETOOL	True
TOKENTOOL	True
TRANSACTIONSTOOL	True
TRANSLATIONSTOOL	True
TREESTOOL	True
TYPESTOOL	True
USERSTOOL	True

Inherited agent-connector-sdk variables (apply to every connector)

Variable	Example	Description
MCP_ENABLED_TOOLS	—	Comma-separated tool allow-list
MCP_DISABLED_TOOLS	—	Comma-separated tool deny-list
MCP_ENABLED_TAGS	—	Comma-separated tag allow-list
MCP_DISABLED_TAGS	—	Comma-separated tag deny-list
EUNOMIA_POLICY_FILE	mcp_policies.json	Embedded Eunomia policy file
EUNOMIA_REMOTE_URL	—	Remote Eunomia authorization server URL
OTEL_EXPORTER_OTLP_ENDPOINT	—	OTLP collector endpoint
MCP_CLIENT_AUTH	—	Outbound MCP child auth: oidc-client-credentials | basic | none
OIDC_CLIENT_ID	—	OIDC client id (service-account auth)
OIDC_CLIENT_SECRET_REF	secret://identity/oidc-client-secret	Runtime secret reference for the OIDC service account
MCP_BASIC_AUTH_USERNAME	—	HTTP Basic username (MCP_CLIENT_AUTH=basic)
MCP_BASIC_AUTH_PASSWORD_REF	secret://identity/mcp-basic-password	Runtime secret reference for HTTP Basic auth (MCP_CLIENT_AUTH=basic)
DEBUG	False	Verbose logging
PYTHONUNBUFFERED	1	Unbuffered stdout (recommended in containers)
MCP_URL	http://localhost:8000/mcp	URL of the MCP server the agent connects to
PROVIDER	—	Operator-configured LLM provider for the agent
MODEL_ID	—	Operator-configured model id for the agent
ENABLE_WEB_UI	True	Serve the AG-UI web interface

43 package + 18 inherited variable(s). Auto-generated from .env.example + the shared agent-connector-sdk set — do not edit.

Deploy with agent-connector-sdk-deployment

Provision this package with the consolidated agent-connector-sdk-deployment workflow. It selects an installed-package, editable-source, or immutable-container path; records only runtime secret and TLS-profile references in AgentConfig; and runs doctor, registration, policy, observability, and rollback gates. Ask your agent to "deploy gramps-mcp with agent-connector-sdk-deployment".

Install mode	Command
Installed package	uv tool install "gramps-mcp[mcp]", then run gramps-mcp
Editable source	uv pip install -e ".[agent]", then run gramps-mcp
Immutable container	deploy registry.example.invalid/gramps-mcp@sha256:<digest> through the operator-selected orchestrator

The repository embeds no deployment profile, credential value, certificate path, or environment-specific endpoint. Supply those at runtime through AgentConfig and the configured secret provider.