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StructForge

R0· no sign-in

Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume).

v1.1.0 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality79good
Trust79of 100
Uptime, 30 days96%
Latency p50464 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "structforge": {
      "type": "http",
      "url": "https://structforge.askqa.app/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http structforge https://structforge.askqa.app/mcp --header "X-API-Key: ${X_API_KEY}"
[mcp_servers.structforge]
url = "https://structforge.askqa.app/mcp"
env_http_headers = { "X-API-Key" = "X_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "structforge": {
      "type": "remote",
      "url": "https://structforge.askqa.app/mcp",
      "enabled": true,
      "headers": {
        "X-API-Key": "{env:X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "structforge": {
      "type": "http",
      "url": "https://structforge.askqa.app/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=structforge&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc3RydWN0Zm9yZ2UuYXNrcWEuYXBwL21jcCIsImhlYWRlcnMiOnsiWC1BUEktS2V5IjoiJHtYX0FQSV9LRVl9In19"
}
{
  "servers": {
    "structforge": {
      "type": "http",
      "url": "https://structforge.askqa.app/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "structforge": {
      "httpUrl": "https://structforge.askqa.app/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}"
      }
    }
  }
}
extensions:
  "structforge":
    enabled: true
    name: "structforge"
    type: streamable_http
    uri: "https://structforge.askqa.app/mcp"
    headers:
      "X-API-Key": "${X_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_API_KEY}. The registry never accepts secret values.

Quality 79 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: parse_invoice (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); extract_table (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); normalize_data (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
  • pass
    tools.token_costabout 512 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

6 tools, about 512 tokens to load them all · tool set ea3fd8570132 · checked 2026-10-19 10:52 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 79 / 100

no-repository
provenance55
liveness99
freshness85
hygiene80

+dns-namespace +website +reachable +uptime-96% ~updated-82d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://structforge.askqa.app/mcp streamable-httpnoneyes96%464 ms2025-11-252026-10-19

Tools (6)

extract_tableExtract HTML or markdown tables into JSON rows.
get_schemaDiscover schema shapes. Pass name for one schema, or omit to list all curated schemas.
normalize_dataNormalize data object to a named schema (invoice, receipt, contact, resume).
parse_invoiceParse invoice text into vendor, amount, due_date, line_items (with math_check).
structure_textConvert messy text to strict JSON schema. Use for emails, chat logs, unstructured input. Schemas: invoice, receipt, contact, resume.
validate_structureValidate JSON against a schema. Enforces field presence and types (string/number/date/array).

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "app.askqa/structforge",
  "title": "StructForge",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://structforge.askqa.app/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "X-API-Key",
          "isSecret": true,
          "description": "Optional API key for trial access (or pay via x402 USDC on Base)"
        }
      ]
    }
  ],
  "version": "1.1.0",
  "websiteUrl": "https://structforge.askqa.app",
  "description": "Turn messy text into strict JSON schemas agents can trust (invoice, receipt, contact, resume)."
}