# TechFabric (com.techfabric/techfabric): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.techfabric%2Ftechfabric/versions/latest)
- Connected to: https://www.techfabric.com/mcp
- Homepage: https://www.techfabric.com/
- Repository: https://github.com/Fabric-Pro/techfabric-mcp
- Scoring rules: v2
- Tools: 36
- Average: 69.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how TechFabric (com.techfabric/techfabric)'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: 36 tools. Above 25, models start to tell tools apart less well.
- Minor: The server's instructions are 4936 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_services`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `propose_brief`: 58 / 100
  - Minor: Arguments without a description: sources, sources[].title.
  - Minor: String arguments with no constraint or example: sources[].title, sources[].url.
- `quiz_me`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `ask_author`: 62 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `explore_post`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_brief_pool`: 62 / 100
- `lint_social`: 62 / 100
- `social_post_kit`: 62 / 100
- `reddit_post_kit`: 63 / 100
- `compare_case_studies`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `list_posts`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `post_performance`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `check_outline`: 65 / 100
  - Minor: Arguments without a description: kind, sections[].heading.
  - Minor: String arguments with no constraint or example: sections[].heading.
- `get_page`: 65 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_drafts`: 66 / 100
  - Minor: No `required` list, so every argument is optional.
- `apply_edits`: 67 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: id, proposal_id. Name the tool or the place that returns it, or models look it up first.
- `get_status`: 67 / 100
  - Minor: String arguments with no constraint or example: id.
- `preview_diagram`: 67 / 100
- `review_before_publishing`: 67 / 100
- `suggest_links_and_topics`: 67 / 100
- `open_editor`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `update_draft`: 69 / 100
  - Minor: String arguments with no constraint or example: id.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `propose_edits`: 70 / 100
  - Minor: Arguments without a description: changes.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `search`: 70 / 100
  - Major: Says nothing about when to use it, or when not to.
- `assess_databricks_readiness`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
- `preview_draft`: 72 / 100
  - Minor: String arguments with no constraint or example: 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: id. Name the tool or the place that returns it, or models look it up first.
- `revise_post`: 72 / 100
- `check_draft`: 73 / 100
  - Minor: Arguments without a description: images.
- `request_image_upload`: 79 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `start_post`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `lint_draft`: 80 / 100
- `visualize`: 82 / 100
- `get_brief`: 84 / 100
- `submit_draft`: 84 / 100
  - Minor: Arguments without a description: images.
- `place_image`: 85 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `publish_draft`: 91 / 100
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.

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