HumanMirror Forge
fr.humanmirror/forge
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
Description as published in the official MCP registry.
Answers the MCP handshake and lists its tools. Checked 2026-10-04.
What we measured
| Endpoint | https://humanmirror.fr/api/forge/mcp/ | registry |
|---|---|---|
| Handshake | Answers the MCP handshake and lists its tools (1,059 ms) | our check, 2026-10-04 |
| Protocol version | 2025-06-18 | our check, 2026-10-04 |
| Tools (5) | clean_json, dedupe_records, normalize_entity, score_data_quality, detect_anomaly | tools/list, 2026-10-04 |
| Registry version | 1.0.0 · active · updated 2026-08-30 | registry |
Signed reports
No signed reports yet. A report carries a signed decision record from the reporter's gate, so it shows a real call went through, not just an opinion. How to file one.
Connect
claude mcp add --transport http forge https://humanmirror.fr/api/forge/mcp/Commands are built from the registry entry. Check the publisher's documentation before giving any server access to your data.
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Agents can read this page as data: MCP endpoint https://openforallofus.com/api/mcp, tool get_tool with name fr.humanmirror/forge.