JustFill PDF Form Automation

Detect, review and fill existing PDF forms from JSON or Excel; reuse saved templates

What does this entry provide?

JustFill PDF Form Automation is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 73/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding JustFill PDF Form Automation to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.

Snapshot facts

Source: Official MCP Registry
Quality: 73/100
Install method: streamable-http
Repo: mrmaciej1/justfill-mcp
Repo updated: Aug 24, 2026

Install command

mcp add io.github.mrmaciej1/justfill-pdf-forms https://api.justfill.app/api/mcp

Install method: streamable-http

Review the upstream source before running this command.

GitHub project

Quality

Repo stars

Repo updated

Aug 24, 2026

How is this score calculated?

Weighted across six dimensions, scored 0-100.
Provenance (25): listed in an official or curated registry.
Installability (25): a runnable install command beats a declared transport, which beats a source checkout.
Maintenance (20): recency of the last push; archived entries score zero here.
Adoption (20): repository stars on a log curve.

MCP manifest

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-08-24T14:11:08.343173Z",
      "publishedAt": "2026-08-24T14:11:08.343173Z",
      "statusChangedAt": "2026-08-24T14:11:08.343173Z"
    }
  },
  "server": {
    "name": "io.github.mrmaciej1/justfill-pdf-forms",
    "icons": [
      {
        "src": "https://justfill.app/mcp-icon.svg",
        "sizes": [
          "any"
        ],
        "mimeType": "image/svg+xml"
      }
    ],
    "title": "JustFill PDF Form Automation",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "remotes": [
      {
        "url": "https://api.justfill.app/api/mcp",
        "type": "streamable-http"
      }
    ],
    "version": "0.4.10",
    "packages": [
      {
        "version": "0.4.10",
        "transport": {
          "type": "stdio"
        },
        "identifier": "justfill-mcp",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "environmentVariables": [
          {
            "name": "JUSTFILL_API_KEY",
            "isSecret": true,
            "description": "API key from justfill.app -> Account -> API Keys. Optional: `justfill-mcp login` stores one via the browser instead."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/mrmaciej1/justfill-mcp",
      "source": "github"
    },
    "websiteUrl": "https://justfill.app/mcp?utm_source=mcp_registry&utm_medium=directory&utm_campaign=b2b_pdf_automation_2026q3&utm_content=server_listing",
    "description": "Detect, review and fill existing PDF forms from JSON or Excel; reuse saved templates"
  }
}

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