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Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.
Entity Enricher is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 67/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding Entity Enricher to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
mcp add ai.entityenricher/enricher https://entityenricher.ai/api/mcp/Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-07-27T05:48:21.532292Z",
"publishedAt": "2026-07-27T05:48:21.532292Z",
"statusChangedAt": "2026-07-27T05:48:21.532292Z"
}
},
"server": {
"name": "ai.entityenricher/enricher",
"title": "Entity Enricher",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://entityenricher.ai/api/mcp/",
"type": "streamable-http",
"headers": [
{
"name": "X-API-Key",
"isSecret": true,
"description": "Optional. OAuth 2.1 is the primary auth: clients implementing the standard MCP auth spec (claude.ai, Claude Code, Cursor) omit this header and authorize interactively via browser consent. Use an Entity Enricher API key (ent_..., created under Settings -> API Keys) only for static-config or headless clients."
}
]
}
],
"version": "2.0.0",
"repository": {
"url": "https://github.com/TOT-Concept/mcp-server-entity-enricher",
"source": "github"
},
"websiteUrl": "https://entityenricher.ai/docs/integrations/mcp",
"description": "Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks."
}
}