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Sato Hub: Build Onchain & Crypto Agents: tool descriptions scored ai.satohub/onchain-agents

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://satohub.ai/api/mcp
Homepage
satohub.ai/mcp
Repository
github.com/satohubai/onchain-agents
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Sato Hub: Build Onchain & Crypto Agents (ai.satohub/onchain-agents)'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/ai.satohub/onchain-agents
Average score
87.1 / 100Clear
Tools
48
Near-identical descriptions
0

Across the server

  • Major
    48 tools. Above 40, models choose less accurately.too_many_tools

Tools

onchain_agent_search_skills

79 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_data_freshness

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_metrics

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_news

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_score_methodology

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_list_categories

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_list_chains

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_list_wiki_pages

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_recent_changes

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_search_agents

82 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_route_agent

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_search_listings

84 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
17 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    Arguments without a description: limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_explain_number

85 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

onchain_agent_find_x402_service

85 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_get_agent_passport

85 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

onchain_agent_check_install

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_create_agent

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

onchain_agent_get_agent_economy

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_changes

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_contract_facts

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_trend

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_get_x402_facilitators

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_preflight

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (746 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_resolve_token

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (479 words). It helps selection but costs steps and tokens.too_long
  • Minor
    No `required` list, so every argument is optional.no_required

onchain_agent_route_launch

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

onchain_agent_route_lp

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

onchain_agent_scaffold_plan

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
7 / 10
Examples
10 / 10

No issues.

onchain_agent_search_resources

87 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

onchain_agent_build_plan

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (679 words). It helps selection but costs steps and tokens.too_long

onchain_agent_compare_listings

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_get_chain_card

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_get_deploy_spec

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_get_listing_history

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_get_resource

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

onchain_agent_get_sdk_lineage

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description says the tool is deprecated. Name the replacement, and consider taking the tool out of tools/list: models avoid it when asked for what it does.deprecated

onchain_agent_get_wiki_page

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_inspect_listing

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_join_passport

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_passport_action

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (446 words). It helps selection but costs steps and tokens.too_long

onchain_agent_recommend_stack

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (454 words). It helps selection but costs steps and tokens.too_long

onchain_agent_register_agent

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_route_swap

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_scan_recipient

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_submit_project

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

onchain_agent_swap

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    The description is long (592 words). It helps selection but costs steps and tokens.too_long

onchain_agent_watch

90 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 10

No issues.

search

93 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10

No issues.

fetch

98 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
10 / 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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