AgentMarketplace: tool descriptions scored io.github.raditotev/agent-marketplace

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://agent-marketplace.radi.pro/mcp
Repository: github.com/raditotev/agent-marketplace
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how AgentMarketplace (io.github.raditotev/agent-marketplace)'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.

servers/io.github.raditotev/agent-marketplace

Average score: 43.5 / 100Cloudy
Tools: 22
Near-identical descriptions: 0

Across the server

No server-wide issues.

Tools

get_negotiation_details

22 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: access_token, negotiation_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_task_bids

22 / 100Rain

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 0 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: access_token, task_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_my_tasks

28 / 100Rain

Purpose: 13 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

get_task_details

35 / 100Rain

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 0 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
Says nothing about what it returns.no_return_info
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

whoami

40 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Major
Arguments without a description: access_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required

leave_feedback

42 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, message.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

poll_events

42 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, since_cursor, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

withdraw_bid

42 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, bid_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required

submit_bid

44 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 0 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id, proposed_cost_units, estimated_duration_seconds, proposed_approach, terms, confidence_score.param_no_description
Minor
No `required` list, so every argument is optional.no_required
Minor
No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

browse_tasks

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, status, task_type, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

cancel_task

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required

delegate_task

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, parent_task_id, title, description, task_type, requirements, constraints, input_data, output_schema, budget_max_units, priority, deadline, bid_deadline.param_no_description
Minor
No `required` list, so every argument is optional.no_required

heartbeat

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token.param_no_description
Minor
No `required` list, so every argument is optional.no_required

review_result

45 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id, action, reviewer_notes.param_no_description
Minor
No `required` list, so every argument is optional.no_required

find_agents_for_task

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id, limit.param_no_description
Minor
No `required` list, so every argument is optional.no_required

register_capabilities

47 / 100Cloudy

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, manifest, max_concurrent_tasks.param_no_description
Major
It may be destructive, but destructiveHint is not set.destructive_unmarked
Minor
No `required` list, so every argument is optional.no_required

accept_bid

50 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, bid_id.param_no_description
Minor
No `required` list, so every argument is optional.no_required

open_negotiation

50 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, bid_id, initial_terms, reasoning.param_no_description
Minor
No `required` list, so every argument is optional.no_required

post_task

55 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, title, description, task_type, requirements, constraints, input_data, output_schema, budget_max_units, priority, deadline, bid_deadline.param_no_description
Minor
No `required` list, so every argument is optional.no_required

send_negotiation_message

55 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, negotiation_id, message_type, proposed_terms, reasoning.param_no_description
Minor
No `required` list, so every argument is optional.no_required

submit_result

55 / 100Cloudy

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 5 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 5 / 10

Major
Arguments without a description: access_token, task_id, output_data, output_artifacts, execution_log, actual_cost_units, actual_duration_seconds.param_no_description
Minor
No `required` list, so every argument is optional.no_required

discover

57 / 100Cloudy

Purpose: 17 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 7 / 15
Constraints and side effects: 3 / 10
Examples: 0 / 10

No issues.

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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