Entity Enricher MCP MCP server

The Entity Enricher MCP server enables AI agents to turn model knowledge and documents into structured data. It supports designing schemas, enriching entities in multiple languages, fusing models, curating semantic identities, benchmarking quality, and synchronizing relational tables to user databases. It provides 58 tools for schema authoring, enrichment, benchmarks, and database sync, supporting both OAuth and API key authentication.

Endpoint and access

No sign-in: your client connects and lists tools immediately, with no account or key.

No sign-inEndpoint checked 2026-10-05Operated by Entity Enricher

MCP endpoint (Streamable HTTP)

https://entityenricher.ai/api/mcp/

Vendor documentation

What you can do with it

List available model keys and organization profiles
Generate editable sample JSON for schema authoring
Enrich entities against specific schemas
Benchmark model quality and fuse records

Tools advertised by the last live check:

upload_attachment
delete_attachment
start_batch_enrichment
list_benchmark_scenarios
get_benchmark_scenario
get_benchmark_scenario_results
create_benchmark_scenario
update_benchmark_scenario
set_benchmark_reference
revert_benchmark_reference_updates
delete_benchmark_scenario
run_benchmark
list_database_syncs
list_entity_states
create_database_sync
assign_sync_host
classify_database_model
delete_database_sync
get_database_setup_instructions
fetch_database_deltas
ack_database_deltas
sync_records_to_database
list_models
enrich_entity
retry_expertises
merge_records
get_job_status
cancel_job
answer_job_question
list_records
get_record
get_stats
generate_sample
list_schemas
get_schema
create_schema_from_sample
save_schema
update_schema
get_schema_part
get_enum_candidates
update_schema_property
add_schema_property
move_schema_property
resolve_unify_proposal
nest_schema_region
publish_schema
delete_schema
analyze_sample
analyze_schema
list_semantic_concepts
get_semantic_concept
probe_semantic_concept
add_semantic_concept
update_concept_alias
import_semantic_concepts
merge_semantic_concepts
delete_semantic_concepts
migrate_semantic_embeddings

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers a Streamable HTTP server. Use --scope project to write .mcp.json for the repo.

Claude Code configuration

claude mcp add --transport http entity-enricher-mcp https://entityenricher.ai/api/mcp/

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).

Codex configuration

codex mcp add entity-enricher-mcp --url https://entityenricher.ai/api/mcp/

Cursor

Merge this server into .cursor/mcp.json in your project, then enable entity-enricher-mcp in your MCP settings.

Cursor configuration

{
  "mcpServers": {
    "entity-enricher-mcp": {
      "url": "https://entityenricher.ai/api/mcp/"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure). The type must be streamableHttp for a remote HTTP server.

Cline configuration

{
  "mcpServers": {
    "entity-enricher-mcp": {
      "type": "streamableHttp",
      "url": "https://entityenricher.ai/api/mcp/",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start entity-enricher-mcp and inspect its tools.

VS Code configuration

{
  "servers": {
    "entity-enricher-mcp": {
      "type": "http",
      "url": "https://entityenricher.ai/api/mcp/"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.

Gemini CLI configuration

gemini mcp add --transport http entity-enricher-mcp https://entityenricher.ai/api/mcp/

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.

Claude Desktop configuration

{
  "mcpServers": {
    "entity-enricher-mcp": {
      "url": "https://entityenricher.ai/api/mcp/"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.

Windsurf configuration

{
  "mcpServers": {
    "entity-enricher-mcp": {
      "serverUrl": "https://entityenricher.ai/api/mcp/"
    }
  }
}

See all 782

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