# Afrotech.guide (io.github.yadasa/afrotech-guide): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.yadasa%2Fafrotech-guide/versions/latest)
- Connected to: https://afrotech.guide/mcp
- Homepage: https://afrotech.guide/ai
- Repository: https://github.com/yadasa/LT
- Scoring rules: v2
- Tools: 24
- Average: 52.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Afrotech.guide (io.github.yadasa/afrotech-guide)'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: The server's instructions are 3602 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

- `update_my_guide_preferences`: 36 / 100
  - Major: Arguments without a description: goals, interests, targetRoles, targetCompanies, foodPreferences, pace, dayStart, dayEnd, bufferMinutes.
  - Minor: String arguments with no constraint or example: dayStart, dayEnd.
  - Minor: No `required` list, so every argument is optional.
- `delete_itinerary`: 42 / 100
  - Major: Arguments without a description: itineraryId.
  - Minor: Required identifiers whose description does not say where the value comes from: itineraryId. Name the tool or the place that returns it, or models look it up first.
- `remove_saved_guide_item`: 42 / 100
  - Major: Arguments without a description: type, 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.
- `save_guide_item`: 42 / 100
  - Major: Arguments without a description: type, 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.
- `save_itinerary`: 42 / 100
  - Major: Arguments without a description: title, itineraryId, plan.
- `plan_career_day`: 43 / 100
  - Major: Arguments without a description: jobIds, date, start, end.
  - Minor: String arguments with no constraint or example: date, start, end.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: jobIds. Name the tool or the place that returns it, or models look it up first.
- `set_job_status`: 45 / 100
  - Major: Arguments without a description: id, status.
  - 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_sessions`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: tags.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `compare_guide_items`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: items, items[].type, items[].id, goal.
- `find_networking_targets`: 49 / 100
  - Major: Arguments without a description: goals, roles, companies, preferPhotos, tags, limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument preferPhotos is unclear.
- `get_guide_item`: 50 / 100
  - Major: Arguments without a description: type, 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.
- `plan_day`: 50 / 100
  - Major: Arguments without a description: date, goals, start, end, bufferMinutes, maxItems, foodQuery, networkingQuery, networkingLimit.
  - Minor: String arguments with no constraint or example: date, start, end.
  - Minor: The description mentions none of its 3 or more arguments.
- `search_events`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: category, tags.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `search_food`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: category, tags.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_job_context`: 53 / 100
  - Major: Arguments without a description: 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.
- `plan_conference_week`: 55 / 100
  - Major: Arguments without a description: dates, goals, start, end, bufferMinutes, maxItemsPerDay, foodQuery, networkingQuery, networkingLimit.
  - Minor: String arguments with no constraint or example: start, end.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `recommend_jobs`: 55 / 100
  - Major: Arguments without a description: company, role, location, workMode, experience, tags, personalized, sort, offset.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument personalized is unclear.
- `get_conference_info`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_companies`: 63 / 100
  - Major: Arguments without a description: company, tags, industries, capabilities, products, roleFamilies, customerSegments, attendance, offset, limit.
  - Minor: No `required` list, so every argument is optional.
- `search_jobs`: 63 / 100
  - Major: Arguments without a description: company, role, location, workMode, experience, tags, personalized, sort, offset.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument personalized is unclear.
- `get_my_guide_state`: 66 / 100
- `search_people`: 66 / 100
  - Minor: Arguments without a description: tags, preferPhotos.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument preferPhotos is unclear.
- `show_intro_messages`: 70 / 100
  - Minor: Arguments without a description: recipients[].drafts[].label, interest, intent.
- `search_guide`: 73 / 100
  - Major: Arguments without a description: category, tags, types, requests[].company, requests[].role, requests[].location, requests[].workMode, requests[].experience, requests[].tags, requests[].personalized, requests[].sort, requests[].offset, requests[].kind, requests[].label, requests[].kind, requests[].id, requests[].label, requests[].jobIds, requests[].date, requests[].start, requests[].end, requests[].kind, requests[].label, requests[].tags, requests[].preferPhotos, requests[].kind, requests[].label, requests[].company, requests[].tags, requests[].industries, requests[].capabilities, requests[].products, requests[].roleFamilies, requests[].customerSegments, requests[].attendance, requests[].offset, requests[].limit, requests[].kind, requests[].label, requests[].goals, requests[].roles, requests[].companies, requests[].preferPhotos, requests[].tags, requests[].limit, requests[].kind, requests[].label, requests[].date, requests[].goals, requests[].start, requests[].end, requests[].bufferMinutes, requests[].maxItems, requests[].foodQuery, requests[].networkingQuery, requests[].networkingLimit, requests[].kind, requests[].label, requests[].dates, requests[].goals, requests[].start, requests[].end, requests[].bufferMinutes, requests[].maxItemsPerDay, requests[].foodQuery, requests[].networkingQuery, requests[].networkingLimit, requests[].kind, requests[].label, requests[].items, requests[].items[].type, requests[].items[].id, requests[].goal, requests[].kind, requests[].label, requests[].kind, requests[].label, requests[].category, requests[].tags.
  - Minor: String arguments with no constraint or example: requests[].kind, requests[].kind, requests[].date, requests[].start, requests[].end, requests[].kind, requests[].kind, requests[].kind, requests[].kind, requests[].date, requests[].start, requests[].end, requests[].kind, requests[].start, requests[].end, requests[].kind, requests[].kind.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument requests[].personalized is unclear.
  - Minor: The meaning of the boolean argument requests[].preferPhotos is unclear.
  - Minor: The meaning of the boolean argument requests[].preferPhotos is unclear.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

[All scored servers](https://forecall.dev/en/servers)