What tools does the forge-2 MCP server provide?

forge-2 exposes 5 tools: clean_json, dedupe_records, detect_anomaly, normalize_entity, score_data_quality. This list was returned by the running server when we connected to it.

Does forge-2 require an API key?

No. forge-2 answered a tools/list request without credentials.

How do I install forge-2?

Run: claude mcp add --transport http forge https://humanmirror.fr/api/forge/mcp/. One-click install links for Cursor and VS Code are also available on the server's page.

Connection check verified live · 27h ago

forge-2

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

Memory & knowledge Browser automation Web search & scraping

Install

Remote (HTTP)

claude mcp add --transport http forge https://humanmirror.fr/api/forge/mcp/

Tools 5

GitHub stars —

Installs / wk —

Licence —

Transport streamable-http

Last checked 27h ago

Tools & capabilities

5 tools

Read from the running server on 27h ago.

clean_json input*options

Normalize JSON deterministically: trim strings, normalize object keys, optionally remove empty values, and sort keys for stable downstream processing. One successful call consumes…

dedupe_records input*options

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

detect_anomaly input*

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

normalize_entity input*

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

score_data_quality input*

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