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MCP live MCP 2025-06-18 streamable-http

HumanMirror Forge

fr.humanmirror/forge

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

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
1099ms
last probe
Tools
5
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://humanmirror.fr/api/forge/mcp/
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
5 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
5 items in total; 3 or more earns these points.
pass Describes itself 10/10
100 characters; more than 30 earns these points.

Tools · 5

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 1 HumanMirror Forge …

dedupe_records

Remove duplicate JSON records using exact canonical matching or selected key fields. One successful call consumes 1 HumanMirror Forge credit.

normalize_entity

Normalize entity names, domains, URLs and emails into stable machine-readable canonical values. One successful call consumes 1 HumanMirror Forge credit.

score_data_quality

Score record-array data quality using completeness, duplicate rate and field type consistency. One successful call consumes 1 HumanMirror Forge credit.

detect_anomaly

Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions. One successful call consumes 1 HumanMirror Forge credit.

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://humanmirror.fr/api/forge/mcp/

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "humanmirror_forge": {
      "url": "https://humanmirror.fr/api/forge/mcp/",
      "transport": "streamable-http"
    }
  }
}