# Clipform (io.github.Clipform/mcp-server): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.Clipform%2Fmcp-server/versions/latest)
- Connected to: https://mcp.clipform.io
- Homepage: https://www.clipform.io/
- Repository: https://github.com/clipform/mcp-server
- Scoring rules: v2
- Tools: 33
- Average: 68.6 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how Clipform (io.github.Clipform/mcp-server)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 33 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 2152 characters. Claude Code reads only the first 2,048 by default (Codex 0.154.0 reads them whole). Put what the server is for first.

## Tools

- `get_more_tools`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `clipform_list_assets`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_log_generation`: 53 / 100
  - Minor: Arguments without a description: details.sources[].title, details.sources[].url, details.sources[].type, details.images[].url, details.images[].attribution, details.images[].license.
  - Minor: String arguments with no constraint or example: details.sources[].title, details.sources[].url, details.sources[].type, details.images[].url, details.images[].attribution, details.images[].license.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: form_id. Name the tool or the place that returns it, or models look it up first.
- `clipform_delete_form`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `clipform_delete_node`: 57 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: node_id. Name the tool or the place that returns it, or models look it up first.
- `clipform_delete_node_media`: 57 / 100
  - Minor: String arguments with no constraint or example: node_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: node_id. Name the tool or the place that returns it, or models look it up first.
- `clipform_get_node_media`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: node_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: node_id. Name the tool or the place that returns it, or models look it up first.
- `clipform_get_guide`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_update_form`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: title.
- `clipform_whoami`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_add_node`: 62 / 100
  - Minor: Arguments without a description: node.type, node.required.
  - Minor: String arguments with no constraint or example: node.options[].content.
  - Minor: The meaning of the boolean argument node.required is unclear.
- `clipform_attach_node_media`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: items[].node_id.
- `clipform_get_results`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_list_video_templates`: 63 / 100
- `clipform_get_responses`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: form_id. Name the tool or the place that returns it, or models look it up first.
- `clipform_complete_media_upload`: 66 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `clipform_get_form`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_search_music`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `clipform_get_workflow`: 68 / 100
  - Minor: String arguments with no constraint or example: criteria.
  - Minor: The meaning of the boolean argument anonymous is unclear.
- `clipform_search_news`: 68 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
- `clipform_check_render`: 72 / 100
- `clipform_fetch_boundary`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
- `clipform_list_compositions`: 73 / 100
- `clipform_set_logic`: 74 / 100
- `clipform_update_node`: 75 / 100
  - Minor: String arguments with no constraint or example: updates[].options[].content.
- `clipform_render_video_template`: 76 / 100
  - Minor: Arguments without a description: captions[].words[].word, captions[].words[].start, captions[].words[].end.
  - Minor: String arguments with no constraint or example: captions[].text, captions[].words[].word.
- `clipform_create_form`: 83 / 100
  - Minor: The description is long (625 words). It helps selection but costs steps and tokens.
  - Minor: Arguments without a description: nodes[].type, nodes[].required.
  - Minor: String arguments with no constraint or example: title, nodes[].options[].content.
  - Minor: The meaning of the boolean argument nodes[].required is unclear.
- `clipform_list_forms`: 85 / 100
- `clipform_render_composition`: 86 / 100
  - Minor: Arguments without a description: items[].captions[].words[].word, items[].captions[].words[].start, items[].captions[].words[].end, captions[].words[].word, captions[].words[].start, captions[].words[].end.
  - Minor: String arguments with no constraint or example: items[].captions[].text, items[].captions[].words[].word, captions[].text, captions[].words[].word.
- `clipform_upload_media_asset`: 86 / 100
  - Minor: Arguments without a description: items[].captions[].words[].word, items[].captions[].words[].start, items[].captions[].words[].end, files[].name, files[].file_name, files[].size.
  - Minor: String arguments with no constraint or example: items[].captions[].text, items[].captions[].words[].word, files[].name, files[].file_name.
- `clipform_import_form`: 90 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `clipform_search_media`: 90 / 100
- `clipform_generate_tts`: 97 / 100

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