# mcp-server-entity-enricher

> mcp-server-entity-enricher — tot-concept-mcp-server-entity-enricher. Use this tool when you need to extract structured knowledge and enrich entities with accurate information. It solves problems of data inconsistency and incompleteness by leveraging multiple Large Language Model (LLM) providers and allowing users to author custom JSON schemas. The tool takes in JSON schemas and entity data as input and outputs enriched entities with benchmarked model performance.

Canonical page: https://skillsregistry.net/skills/tot-concept-mcp-server-entity-enricher  
JSON: https://api.skillsregistry.net/v1/skills/tot-concept-mcp-server-entity-enricher

## Description

Hosted MCP server for structured knowledge extraction and entity enrichment, allowing users to author JSON schemas, enrich entities using multiple LLM providers, and benchmark model performance.

## Trust

- **Trust score (0–1):** 0.60
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/x80bly6bgn)
- **Repository:** <https://github.com/TOT-Concept/mcp-server-entity-enricher>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "tot-concept-mcp-server-entity-enricher"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/tot-concept-mcp-server-entity-enricher` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/tot-concept-mcp-server-entity-enricher/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt