MCP for AI agents

Connect your AI assistant to live Entity Intelligence workflows.

Use one secured, product-aware MCP server from ChatGPT, Claude, Cursor, VS Code, Codex, or your own agent runtime.

Connect the MCP server Read setup documentation

Remote MCP endpointhttps://enrich.nordicdevhouse.com/api/mcp

Streamable HTTP · OAuth 2.0

80tools4resources2prompts

Available capabilities

Entity Intelligence

write

Resolve one entity

resolve_entity

Resolve an organization or person into a canonical entity. The response always exposes ranked candidates, the applied confidence policy, evidence, and an explicit resolved, review_required, or unmatched outcome.

Approval required

write

Evaluate resolution policies

evaluate_entity_resolution

Run labeled fixture records through one or more confidence policies and return precision, recall, and review-rate metrics without modifying canonical data.

Approval required

write

Detect possible duplicate workspace entities

detect_workspace_entity_duplicates

Create release-scoped duplicate proposals with an explainable score. Detection never merges entities automatically.

Approval required

write

Accept or reject a duplicate proposal

decide_workspace_entity_duplicate

Publish an explicit, optimistic-concurrency-checked identity decision. Conflicting properties must be resolved before an accepted merge.

Approval required

write

Split an identity cluster

split_workspace_entity_identity

Restore the exact pre-merge graph snapshot while the merge release is still active.

Approval required

read

List identity history

list_workspace_entity_identity_history

Return append-only merge, rejection, and split decisions that involved the entity.

Read-only approval policy

write

Submit

submit_enrichment_job

Submit

Approval required

read

Jobs

list_enrichment_jobs

Jobs

Read-only approval policy

read

Job

get_enrichment_job

Job

Read-only approval policy

read

Job Trace

get_enrichment_job_trace

Job Trace

Read-only approval policy

read

Records

list_enrichment_records

Records

Read-only approval policy

read

Evidence

get_record_evidence

Evidence

Read-only approval policy

write

Validate a graph query

validate_knowledge_graph_query

Parse and validate Graph Query v1 without executing it or consuming graph-query credits.

Approval required

write

Format a graph query canonically

format_knowledge_graph_query

Parse Graph Query gq/1.3, emit its deterministic canonical representation, and prove formatter idempotence by reparsing it.

Approval required

write

Translate an external query into Graph Query

translate_knowledge_graph_query

Translate supported Diffbot DQL, Elasticsearch/OpenSearch Query DSL, KQL, Lucene query string, PPL, SQL SELECT, Cypher, or legacy filter JSON into Graph Query gq/1.3. Strict mode rejects semantic loss.

Approval required

write

Verify a translated graph query

verify_knowledge_graph_translation

Translate and execute a query against the representative product fixture, then compare entity identity, ordering, facets, and pagination with an optional expected result.

Approval required

write

Migrate a batch of external graph queries

migrate_knowledge_graph_queries

Translate and optionally fixture-verify up to 100 external queries, classifying each as auto_approved, review_needed, or impossible.

Approval required

write

Create a persistent graph query migration run

create_knowledge_graph_migration_run

Persist queued, running, and terminal states plus an append-only audit history for a batch migration.

Approval required

read

List graph query migration runs

list_knowledge_graph_migration_runs

List graph query migration runs

Read-only approval policy

read

Get a graph query migration run

get_knowledge_graph_migration_run

Get a graph query migration run

Read-only approval policy

write

Retry a graph query migration run

retry_knowledge_graph_migration_run

Retry a graph query migration run

Approval required

write

Cancel a graph query migration run

cancel_knowledge_graph_migration_run

Cancel a graph query migration run

Approval required

read

Export a graph query migration run

export_knowledge_graph_migration_run

Export a graph query migration run

Read-only approval policy

write

Query the knowledge graph

query_knowledge_graph

Run a bounded Graph Query gq/1.3 expression with Boolean and correlated scoped predicates, full-text search, graph traversal, facets, projections, and cursor pagination.

Approval required

write

Submit a durable graph query

submit_knowledge_graph_query_job

Persist a costed graph query for horizontally scalable query-only workers.

Approval required

read

Get a durable graph query job

get_knowledge_graph_query_job

Get a durable graph query job

Read-only approval policy

read

List dead-letter graph queries

list_knowledge_graph_query_job_dead_letters

List dead-letter graph queries

Read-only approval policy

write

Cancel a durable graph query

cancel_knowledge_graph_query_job

Cancel a durable graph query

Approval required

write

Retry a dead-letter graph query

retry_knowledge_graph_query_job

Retry a dead-letter graph query

Approval required

write

Explain a graph query

explain_knowledge_graph_query

Validate Graph Query gq/1.3 and return its execution plan, index use, warnings, result estimate, and credit estimate without executing it.

Approval required

write

Publish workspace graph claims

publish_knowledge_graph_claims

Atomically publish an idempotent batch of evidence-backed claims as one immutable workspace graph release.

Approval required

read

List workspace graph releases

list_knowledge_graph_releases

List workspace graph releases

Read-only approval policy

read

Get a workspace graph release

get_knowledge_graph_release

Get a workspace graph release

Read-only approval policy

read

Diff workspace graph releases

diff_knowledge_graph_release

Diff workspace graph releases

Read-only approval policy

write

Activate a workspace graph release

activate_knowledge_graph_release

Atomically move the workspace channel to an existing immutable release with optimistic concurrency and audit history.

Approval required

read

Export an NDJSON graph delta between releases

export_knowledge_graph_release_delta

Export an NDJSON graph delta between releases

Read-only approval policy

write

Publish and activate a graph ontology release

publish_knowledge_graph_ontology

Publish and activate a graph ontology release

Approval required

read

List graph ontology releases

list_knowledge_graph_ontologies

List graph ontology releases

Read-only approval policy

read

Get the active graph ontology

get_active_knowledge_graph_ontology

Get the active graph ontology

Read-only approval policy

write

Create an inactive ontology draft

create_knowledge_graph_ontology_draft

Create an inactive ontology draft

Approval required

write

Validate an ontology draft and analyze live-data impact

validate_knowledge_graph_ontology

Validate an ontology draft and analyze live-data impact

Approval required

write

Activate a validated ontology

activate_knowledge_graph_ontology

Activate a validated ontology

Approval required

read

Export a portable ontology document

export_knowledge_graph_ontology

Export a portable ontology document

Read-only approval policy

write

Import a portable ontology as a draft

import_knowledge_graph_ontology

Import a portable ontology as a draft

Approval required

write

Apply a controlled ontology graph migration

migrate_knowledge_graph_ontology

Apply a controlled ontology graph migration

Approval required

read

List cursor-based graph events

list_knowledge_graph_events

List cursor-based graph events

Read-only approval policy

read

Stream graph events as server-sent events

stream_knowledge_graph_events

Stream graph events as server-sent events

Read-only approval policy

write

Create a graph event webhook subscription

create_knowledge_graph_event_subscription

Create a graph event webhook subscription

Approval required

read

List graph webhook outbox deliveries

list_knowledge_graph_event_deliveries

List graph webhook outbox deliveries

Read-only approval policy

write

Retry a graph webhook delivery

retry_knowledge_graph_event_delivery

Retry a graph webhook delivery

Approval required

write

Create a graph ingestion source

create_graph_ingestion_source

Create a graph ingestion source

Approval required

read

List graph ingestion sources

list_graph_ingestion_sources

List graph ingestion sources

Read-only approval policy

write

Run an idempotent graph ingestion source

run_graph_ingestion_source

Run an idempotent graph ingestion source

Approval required

read

List graph ingestion runs

list_graph_ingestion_runs

List graph ingestion runs

Read-only approval policy

read

List graph ingestion dead letters

list_graph_ingestion_dead_letters

List graph ingestion dead letters

Read-only approval policy

write

Retry a graph ingestion dead letter

retry_graph_ingestion_dead_letter

Retry a graph ingestion dead letter

Approval required

write

Create a change subscription

create_change_subscription

Create a change subscription

Approval required

read

List change subscriptions

list_change_subscriptions

List change subscriptions

Read-only approval policy

read

Get a change subscription

get_change_subscription

Get a change subscription

Read-only approval policy

write

Update a change subscription

update_change_subscription

Update a change subscription

Approval required

destructive

Delete a change subscription

delete_change_subscription

Delete a change subscription

Approval required

write

Scan a change subscription now

scan_change_subscription

Compare the latest accepted entity snapshot against the previous accepted snapshot and evaluate enabled alert rules.

Approval required

read

List observed changes

list_observed_changes

List observed changes

Read-only approval policy

read

Get an observed change

get_observed_change

Get an observed change

Read-only approval policy

write

Create an alert rule

create_alert_rule

Create an alert rule

Approval required

read

List alert rules

list_alert_rules

List alert rules

Read-only approval policy

read

Get an alert rule

get_alert_rule

Get an alert rule

Read-only approval policy

write

Update an alert rule

update_alert_rule

Update an alert rule

Approval required

destructive

Delete an alert rule

delete_alert_rule

Delete an alert rule

Approval required

read

List alerts

list_alerts

List alerts

Read-only approval policy

read

Get an alert

get_alert

Get an alert

Read-only approval policy

write

Acknowledge an alert

acknowledge_alert

Acknowledge an alert

Approval required

read

List alert deliveries

list_alert_deliveries

List alert deliveries

Read-only approval policy

write

Retry an alert delivery

retry_alert_delivery

Retry an alert delivery

Approval required

read

Artifact

download_enrichment_artifact

Artifact

Read-only approval policy

read

Reviews

list_review_cases

Reviews

Read-only approval policy

write

Decide

decide_review_case

Decide

Approval required

write

Create Webhook

create_enrichment_webhook

Create Webhook

Approval required

destructive

Delete Webhook

delete_enrichment_webhook

Delete Webhook

Approval required

read

Deliveries

list_enrichment_webhook_deliveries

Deliveries

Read-only approval policy

Connect from your client

Choose your AI client

ChatGPT

In ChatGPT developer mode, create a custom MCP connection and paste the endpoint below. OAuth starts automatically.

Copy this configuration · URL

https://enrich.nordicdevhouse.com/api/mcp

Claude / Claude Code

Add the remote HTTP server in Claude or Claude Code, then complete OAuth with /mcp.

Copy this configuration · Shell

claude mcp add --transport http data-enrichment-mcp https://enrich.nordicdevhouse.com/api/mcp

Cursor

Add this server to your project or user MCP configuration.

Copy this configuration · JSON

{
  "mcpServers": {
    "data-enrichment-mcp": {
      "url": "https://enrich.nordicdevhouse.com/api/mcp"
    }
  }
}

VS Code

Add this server to .vscode/mcp.json or your user MCP configuration.

Copy this configuration · JSON

{
  "servers": {
    "data-enrichment-mcp": {
      "type": "http",
      "url": "https://enrich.nordicdevhouse.com/api/mcp"
    }
  }
}

Codex

Add the remote Streamable HTTP server with the Codex CLI. Codex stores the connection in your MCP configuration.

Copy this configuration · Shell

codex mcp add data-enrichment-mcp --url https://enrich.nordicdevhouse.com/api/mcp

OpenAI Responses API

Use the remote MCP tool in the Responses API and keep approval enabled for non-read operations.

Copy this configuration · JSON

{
  "type": "mcp",
  "server_label": "data-enrichment-mcp",
  "server_url": "https://enrich.nordicdevhouse.com/api/mcp",
  "require_approval": {
    "always": {
      "read_only": false
    },
    "never": {
      "read_only": true
    }
  }
}

Designed for controlled automation

The agent only gets the access you grant.

Read-only tools run with least-privilege scopes.

Write and destructive tools require explicit approval.

OAuth discovery and scoped authorization are built in.

Every call preserves request and trace identifiers for auditing.

Review security Read setup documentation