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humanmirror.fr

Provides utilities for cleaning, deduplicating, normalizing, scoring quality, and detecting anomalies in JSON record data.

7 endpoints18 known toolsFirst detected August 31, 2026Last detected August 31, 2026

ENDPOINT 1

https://humanmirror.fr/api/forge/mcp

No auth detected

MCP server metadata

Name
humanmirror-forge
Version
1.0.0
Capabilities
tools
Server instructions

Forge provides five deterministic micro-tools for data pipelines and AI agents. Tool calls require a HumanMirror Forge API key and consume one credit when successful.

Known tools 5

clean_json

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

Potential side effects
dedupe_records

Remove duplicate JSON records using exact canonical matching or selected key fields.

Potential side effects
normalize_entity

Normalize entity names, domains, URLs and emails into stable machine-readable canonical values.

Inferred read-only
score_data_quality

Score record-array data quality using completeness, duplicate rate and field type consistency.

Inferred read-only
detect_anomaly

Detect numeric outliers using IQR and robust summary statistics, returning machine-readable anomaly positions.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-forge]
url = "https://humanmirror.fr/api/forge/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-forge": {
      "type": "http",
      "url": "https://humanmirror.fr/api/forge/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-forge
Remote MCP URL: https://humanmirror.fr/api/forge/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-forge": {
      "url": "https://humanmirror.fr/api/forge/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-forge": {
      "type": "http",
      "url": "https://humanmirror.fr/api/forge/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-forge",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/forge/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 2

https://humanmirror.fr/api/nexus/mcp

No auth detected

MCP server metadata

Name
humanmirror-nexus
Version
1.3.0
Capabilities
tools
Server instructions

Use outcome_quote when the task can be expressed as a measurable result. Use outcome_run to pay only for verified success and outcome_verify for free re-verification. Use nexus_search for direct tool discovery, magnet_resolve as a free fallback when current capabilities cannot satisfy a task, and nexus_call for direct metered execution.

Known tools 6

outcome_quote

Free quote for a verifiable HumanMirror Outcome contract.

Inferred read-only
outcome_run

Execute a HumanMirror Outcome contract.

Potential side effects
outcome_verify

Free deterministic re-verification of an Outcome result without consuming Nexus credits.

Inferred read-only
nexus_search

Search the HumanMirror Nexus catalog for a machine-callable tool that matches a task.

Inferred read-only
magnet_resolve

Free universal fallback discovery.

Inferred read-only
nexus_call

Route a tool call through HumanMirror Nexus.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-nexus]
url = "https://humanmirror.fr/api/nexus/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-nexus": {
      "type": "http",
      "url": "https://humanmirror.fr/api/nexus/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-nexus
Remote MCP URL: https://humanmirror.fr/api/nexus/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-nexus": {
      "url": "https://humanmirror.fr/api/nexus/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-nexus": {
      "type": "http",
      "url": "https://humanmirror.fr/api/nexus/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-nexus",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/nexus/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 3

https://humanmirror.fr/api/one/mcp

No auth detected

MCP server metadata

Name
humanmirror-one
Version
1.0.0
Capabilities
tools
Server instructions

Expose only humanmirror_do. Use dry_run=true to quote for free; execute only measurable deterministic outcomes. Successful verified execution costs 6 Nexus credits; failed execution or failed verification is refunded.

Known tools 1

humanmirror_do

One HumanMirror tool for measurable deterministic outcomes.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-one]
url = "https://humanmirror.fr/api/one/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-one": {
      "type": "http",
      "url": "https://humanmirror.fr/api/one/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-one
Remote MCP URL: https://humanmirror.fr/api/one/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-one": {
      "url": "https://humanmirror.fr/api/one/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-one": {
      "type": "http",
      "url": "https://humanmirror.fr/api/one/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-one",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/one/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 4

https://humanmirror.fr/api/oracle/mcp

No auth detected

MCP server metadata

Name
humanmirror-oracle
Version
1.0.0
Capabilities
tools
Server instructions

Use humanmirror_oracle for structured analysis of text and JSON data when you need data-quality checks, trends, anomalies, summaries, or recommendations. A valid HumanMirror Oracle API key is required for tool calls; each successful call consumes 1 credit.

Known tools 1

humanmirror_oracle

Use HumanMirror Oracle when an application or AI agent needs structured analysis of text, JSON objects, record arrays, or numeric series: data-quality checks, trends, anomalies, summaries, and recommendations.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-oracle]
url = "https://humanmirror.fr/api/oracle/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-oracle": {
      "type": "http",
      "url": "https://humanmirror.fr/api/oracle/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-oracle
Remote MCP URL: https://humanmirror.fr/api/oracle/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-oracle": {
      "url": "https://humanmirror.fr/api/oracle/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-oracle": {
      "type": "http",
      "url": "https://humanmirror.fr/api/oracle/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-oracle",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/oracle/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 5

https://humanmirror.fr/api/flow/mcp

No auth detected

MCP server metadata

Name
humanmirror-flow
Version
1.0.0
Capabilities
tools
Server instructions

Use humanmirror_flow for 2-3 deterministic steps. dry_run=true is free. Verified whole-mission success costs 12 Nexus credits; any failed step or final proof refunds the whole Flow reservation.

Known tools 1

humanmirror_flow

Run a 2-3 step deterministic HumanMirror mission as one success-only transaction.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-flow]
url = "https://humanmirror.fr/api/flow/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-flow": {
      "type": "http",
      "url": "https://humanmirror.fr/api/flow/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-flow
Remote MCP URL: https://humanmirror.fr/api/flow/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-flow": {
      "url": "https://humanmirror.fr/api/flow/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-flow": {
      "type": "http",
      "url": "https://humanmirror.fr/api/flow/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-flow",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/flow/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 6

https://humanmirror.fr/api/outcome/mcp

No auth detected

MCP server metadata

Name
humanmirror-outcome
Version
1.0.0
Capabilities
tools
Server instructions

Use humanmirror_outcome for deterministic, independently verified results. dry_run=true quotes for free. Successful verified execution costs 5 Nexus credits; failures are refunded.

Known tools 1

humanmirror_outcome

Execute one deterministic, independently verified outcome.

Potential side effects

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-outcome]
url = "https://humanmirror.fr/api/outcome/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-outcome": {
      "type": "http",
      "url": "https://humanmirror.fr/api/outcome/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-outcome
Remote MCP URL: https://humanmirror.fr/api/outcome/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-outcome": {
      "url": "https://humanmirror.fr/api/outcome/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-outcome": {
      "type": "http",
      "url": "https://humanmirror.fr/api/outcome/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-outcome",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/outcome/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

ENDPOINT 7

https://humanmirror.fr/api/x402/mcp

No auth detected

MCP server metadata

Name
humanmirror-x402-catalog
Version
1.0.0
Capabilities
tools
Server instructions

Public discovery surface for HumanMirror x402 pay-per-call services on Base mainnet in USDC. Use a compatible x402 client to call the returned HTTP endpoints.

Known tools 3

list_humanmirror_x402_services

List live HumanMirror pay-per-call x402 services, Base/USDC prices and example request bodies.

Potential side effects
get_humanmirror_x402_service

Get one HumanMirror x402 service with endpoint, price, network and a ready-to-send JSON example.

Potential side effects
match_humanmirror_x402_service

Choose the smallest HumanMirror x402 service for a requested deterministic task.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.humanmirror-x402-catalog]
url = "https://humanmirror.fr/api/x402/mcp"
enabled = true
Claude Code

.mcp.json

{
  "mcpServers": {
    "humanmirror-x402-catalog": {
      "type": "http",
      "url": "https://humanmirror.fr/api/x402/mcp"
    }
  }
}
Claude Desktop

Settings → Connectors → Add custom connector

Name: humanmirror-x402-catalog
Remote MCP URL: https://humanmirror.fr/api/x402/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

{
  "mcpServers": {
    "humanmirror-x402-catalog": {
      "url": "https://humanmirror.fr/api/x402/mcp"
    }
  }
}
Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code
{
  "servers": {
    "humanmirror-x402-catalog": {
      "type": "http",
      "url": "https://humanmirror.fr/api/x402/mcp"
    }
  }
}
Generic MCP

Client-specific MCP configuration

{
  "name": "humanmirror-x402-catalog",
  "transport": "streamable-http",
  "url": "https://humanmirror.fr/api/x402/mcp"
}
MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

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Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.