# Entityenricher Enricher MCP server

Source: https://glimind.com/server/mcp-registry%2Fai.entityenricher%2Fenricher
Registry id: `mcp-registry/ai.entityenricher/enricher`
Status: live (checked 2026-10-26T22:13:56.719Z)

## Measurements (30 days)

- Uptime: 99.77%
- Checks: 4971
- Outages (90 days): 6

## Install

```json
{
  "mcpServers": {
    "entityenricher-enricher-mcp-server": {
      "type": "http",
      "url": "https://entityenricher.ai/api/mcp/"
    }
  }
}
```

Claude Code:

```sh
claude mcp add --transport http entityenricher-enricher-mcp-server https://entityenricher.ai/api/mcp/
```

## Tools (59)

- `ack_database_deltas`: Acknowledge every delta through up_to_id after successful application, releasing its lease. Acknowledgement can permanently purge delivered deltas and entity st
- `add_schema_property`: Add a property under the root (parent_path=''), an object path or '$defs.X'. Accepts a scalar, nested object or reference to an existing $defs entity or $enums 
- `add_semantic_concept`: Add an identity concept at zero usage, or add text as an alias using alias_of. Requires editor; resolution may incur embedding/judge cost. Probe first; if the t
- `analyze_sample`: Analyze sample property ambiguity and relationship identity scoping before schema generation. Requires editor; billed analysis persists a record but does not mo
- `analyze_schema`: Analyze a saved schema's property ambiguity and relationship identity scoping, writing annotations to the schema. Requires editor; billed. Incremental by defaul
- `answer_job_question`: Resume a paused job with answers to the questions returned under pause. answers maps question IDs to {option_ids: [...], text: ...}; omitted questions use defau
- `answer_llm_request`: Answer one LLM request of a job started with delegate_llm_calls=true: you are its model. Read the request under get_job_status(job_id).llm_requests (or in the s
- `assign_sync_host`: Assign or clear the host provisioning a database sync. Requires owner and a sync-enabled plan. host accepts a connected host ID/name; null unassigns it. Assignm
- `cancel_job`: Request cancellation of a pending, running or paused LLM job. In-flight model calls may finish and persist records; remaining work is skipped. Cancellation does
- `classify_database_model`: Start a billed analysis proposing database keys, SQL types, indexes and relationship ownership on a linked schema. Requires editor. Registration already starts 
- `create_benchmark_scenario`: Create a reusable benchmark with a mandatory scoring judge. scenario_type='enrichment' needs schema_id and entity_data (the entity to enrich, as enrich_entity t
- `create_database_sync`: Register a saved schema for relational synchronization to PostgreSQL, MySQL or SQLite. Requires owner and a sync-enabled plan. Starts a billed classification jo
- `create_schema_from_sample`: Generate and auto-save a schema from reviewed samples, returning schema_id, schema content and record links. Supply entity_samples (or samples_csv), sample_reco
- `delete_attachment`: Permanently delete an attachment in your organization, including its stored file. No LLM call. Existing records remain, but future calls or schema regeneration 
- `delete_benchmark_scenario`: Delete a benchmark scenario and its stored results. Requires owner and a plan with benchmarks. No LLM call; inspect the scenario before deleting it.
- `delete_database_sync`: Delete a database registration and its queued deltas, stopping its feed. Requires owner and a sync-enabled plan; no LLM call. External replica tables remain unt
- `delete_schema`: Soft-delete a saved schema by UUID. Requires editor; no LLM call. Restoration and permanent deletion are available in the web app, not through this tool. Return
- `delete_semantic_concepts`: Delete concepts selected by ids, concept_types or unused_only. Defaults to impact_only=true: review affected records, schemas and replicas before obtaining appr
- `enrich_entity`: Enrich one entity against exactly one of schema_id or target_schema, returning structured output, record_id, costs and any database outcome. Read get_schema's i
- `fetch_database_deltas`: Read the next ordered window of SQL deltas and canonical payloads for a database sync. claim=false is replayable; claim=true leases the window for 120 seconds. 
- `generate_sample`: Generate editable sample JSON from a free-text request for schema authoring. Without attachments, use model knowledge and optional web search; with attachments,
- `get_benchmark_scenario`: Read one benchmark scenario with per-model quality, cost and speed results. include_reference=true adds the reference, the fixed entity_data and the schema-gene
- `get_benchmark_scenario_results`: Filter, rank and limit a scenario's per-model benchmark results. No LLM call. overall blends quality, speed and cost using organization task weights and is null
- `get_database_setup_instructions`: Return non-secret install, browser-confirmed pairing and run instructions for an ee-database sync client. Requires owner and a sync-enabled plan; no LLM call an
- `get_enum_candidates`: List observed values outside each open enum's current vocabulary, with counts from recent enrichment records. No LLM call. Use the report to propose admitted me
- `get_job_status`: Read a job's status, progress and compact terminal summary with persisted record IDs. Status is pending, running, paused, completed, failed or cancelled. Relay 
- `get_record`: Read one persisted record's structured_output, entity_input_data, validation errors, expertise verdicts and metrics. failed_expertises and partial identify inco
- `get_schema`: Read a saved schema with its properties, annotations and input_contract. Before enrichment, use version='published' for a database-linked schema; default 'worki
- `get_schema_part`: Read only the schema fragment needed for an edit. Omit path for the root/type index; use '$defs.X' or '$enums.X' for a definition, an object path for its subtre
- `get_semantic_concept`: Read one concept's aliases, identity source keys, linked records and nearest neighbors within its own type/model slice. Record links are capped; records_truncat
- `get_stats`: Read organization-wide record totals, success rate, tokens and cost summary. No LLM call. This tool has no job filter; use list_records(job_id=...) for a partic
- `import_semantic_concepts`: Resolve 1..1000 texts against one concept type. mint=false returns exact/matched/would_mint outcomes without minting; mint=true creates misses and requires owne
- `list_benchmark_scenarios`: List compact benchmark scenario summaries and total. Scenarios test enrichment, sample generation or schema generation. No LLM call. Read one with get_benchmark
- `list_database_syncs`: List a saved schema's database registrations, linked schemas, options and sync hosts. Returns pending and quarantined delta counts, projection_upgrade_pending a
- `list_entity_states`: Browse a schema's current merged entity rows, not per-run records. Requires editor; no LLM call. Returns identities, revision, last_record_id and optionally pay
- `list_models`: List available model keys, nominal capabilities, languages, strategies, auto-selected defaults and organization profile_limits. Use when choosing explicit model
- `list_records`: List compact, paginated records in your organization, most recent first. Filter by job_id to retrieve persisted outputs of an asynchronous workflow; type, succe
- `list_schemas`: List saved schemas in your organization, pinned first. Returns compact summaries with IDs, names and links; no LLM call. Use get_schema to inspect a chosen sche
- `list_semantic_concepts`: Browse organization concepts with aliases, usage counts and type/model facets. view='review' returns pairs escalated by the identity judge, not merely similar p
- `merge_records`: Fuse two or more records of the same entity into a new arbitration record. Without arbitration_model use voting, median and union rules; with an arbiter, confli
- `merge_semantic_concepts`: Merge a loser concept into a winner. Defaults to impact_only=true: inspect counts and affected replicas before obtaining approval to execute. impact_only=false 
- `migrate_semantic_embeddings`: Inspect or migrate the organization's concept embedding space. action='status' is read-only; preview, start and cancel require owner. preview estimates cost and
- `move_schema_property`: Move one property into the root, an object path or '$defs.X', preserving its flags and expertise. Requires editor; no LLM call. Moving into a definition changes
- `nest_schema_region`: Materialize an entity region from get_schema's x-entityMap. Ordinary flat members (e.g. product_id, product_name on an order line) move into a new object named 
- `probe_semantic_concept`: Preview identity resolution without adding a concept or increasing its usage. Requires editor; uncached resolution may call embeddings and the identity judge. R
- `publish_schema`: Publish a database-linked schema's working copy as the contract used by enrichment and replicas. A newly linked schema sends nothing until first publication; un
- `resolve_unify_proposal`: Resolve one pending entity-type unification proposal from get_schema. action='accept' maps the proposed site onto the winning $def; field_map overrides proposed
- `retry_expertises`: Retry only an existing record's failed expertise domains, then update its output and attempt the run's fusion/synchronization. Billed for retried work. Requires
- `revert_benchmark_reference_updates`: Undo automatic edits a scoring pass made to a scenario's reference. Every scoring pass folds what the scored models showed the reference should be (a candidate 
- `run_benchmark`: Start billed asynchronous execution and scoring of a benchmark. Requires owner, a benchmark-enabled plan and a judge; a verified reference is also required exce
- `save_schema`: Save a directly authored schema and return its ID and link. Requires editor; no LLM call or generation charge. schema_content is a JSON Schema 2020-12 document 
- `set_benchmark_reference`: Save the gold reference for an enrichment or schema-generation benchmark. Only set reference_verified=true after checking its values against trusted evidence or
- `start_batch_enrichment`: Start billed asynchronous enrichment of an entity list against exactly one of schema_id or target_schema. Returns job_id and total. No fixed entity-count cap; l
- `sync_records_to_database`: Validate and inject stored or supplied enrichment output into the entity layer and linked syncs. May incur semantic-resolution cost. record_id alone reuses its 
- `update_benchmark_scenario`: Edit a benchmark's test definition or scoring configuration. Requires owner and a plan with benchmarks; no model run. Only supplied fields change, but sample_pa
- `update_concept_alias`: Remove or promote a concept alias using alias IDs from get_semantic_concept. Requires editor; no LLM call. action='remove' stops that surface form resolving to 
- `update_schema`: Edit a saved schema's metadata or replace its full schema_content without an LLM call. Requires editor. Only supplied values change. For one property, prefer up
- `update_schema_property`: Edit or remove one property by path without replacing the full schema. Requires editor; no LLM call. Only supplied fields change; null clears an entry in flags.
- `upload_attachment`: Upload base64 file bytes as reusable source material; returns id and requires_capability. Pass the ID in attachment_ids to sample/schema generation, enrichment 

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.