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Is Entity Enricher reliable?

Being measured Measurement in progress: 1 check(s) so far. A verdict needs at least 3 checks.

En français : Mesure en cours. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Multi-LLM entity enrichment: schemas, single/batch enrichment, fusion, model benchmarks.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 2.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "enricher": {
      "url": "https://entityenricher.ai/api/mcp/"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"ai.entityenricher/enricher"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements
WhenAnswersReal taskLatency
2026-10-06 08:21 UTC✅ ok4553 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Similar tools

mcp-enrichment Not measured yet

Multi-source entity enrichment: company data, contacts, email verification, and phone validation

Package npm : @intelagent/mcp-enrichment · website · measurements and details
Dataset AI Enrichment: Bulk LLM & GPT Classify and Extract Not measured yet

Run one LLM instruction over every row to classify, extract or summarise into new columns.

MCP endpoint : https://mcp.apify.com/?tools=nerolabs/dataset-ai-enrich · website · measurements and details
Enrichment.Kids Activity Marketplace Not measured yet

Find kids enrichment activities: camps, classes, after-school programs, and tutoring near you.

MCP endpoint : https://mcp.enrichment.kids/mcp · measurements and details
Prism — Data Enrichment for AI Agents Not measured yet

People-enrich: work email + phone, company & domain enrichment. Pay-per-call USDC, no key.

MCP endpoint : https://enrich.gocreativeai.com/mcp · website · measurements and details
Person Enrichment API Not measured yet

Person lookup from email: name, title, company, social profiles. x402.

MCP endpoint : https://person-enrichment.api.klymax402.com/mcp · website · measurements and details
Publisher of Entity Enricher?

Show your measured reliability on your README or website:

Faceabot reliability badge for Entity Enricher

[![Measured by Faceabot](https://faceabot.com/badge/ai.entityenricher/enricher.svg)](https://faceabot.com/tools/ai.entityenricher/enricher)
Data in JSON: /api/catalog?id=ai.entityenricher/enricher · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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