MCP serverfr.humanmirror/forge

Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.

UNRATEDActivestreamable-httphumanmirror.fr

Overview

Score?

UNRATED 0.773

of what a free look can see, on 30 looks

Looks

last 50 min ago

Tools

URL

humanmirror.fr/api/forge/mcp/

streamable-http

Says it is

humanmirror-forge 1.0.0

protocol 2025-06-18

In the record since

32 days ago

0median 0.606 · this server 0.773 · highest on record 0.8561

The tools this server lists, read out of the definition it returned
Tool	Schema
clean_json Normalize JSON deterministically: trim strings, normalize object keys, optionally remove empty values, and sort keys for stable downstream processing. One successful call consumes	input · no output
dedupe_records Remove duplicate JSON records using exact canonical matching or selected key fields. One successful call consumes 1 HumanMirror Forge credit.	input · no output
detect_anomaly Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions. One successful call consumes 1 HumanMirror Forge credit.	input · no output
normalize_entity Normalize entity names, domains, URLs and emails into stable machine-readable canonical values. One successful call consumes 1 HumanMirror Forge credit.	input · no output
score_data_quality Score record-array data quality using completeness, duplicate rate and field type consistency. One successful call consumes 1 HumanMirror Forge credit.	input · no output

Verify it yourselfnpx teppi-check https://humanmirror.fr/api/forge/mcp/curl -s https://api.teppi.xyz/v1/trust/mcp/mcs_01M1FZ2AS7YH0YPH976554Y108