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io.github.AgentTanuki/agent-guild: tool descriptions scored

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://agent-guild-5d5r.onrender.com/mcp/
Homepage
agent-guild-5d5r.onrender.com
Repository
github.com/AgentTanuki/agent-guild
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how io.github.AgentTanuki/agent-guild'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.AgentTanuki/agent-guild
Average score
56.1 / 100Cloudy
Tools
44
Near-identical descriptions
1

Across the server

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

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
ag_table_csv_to_jsonag_table_json_to_csv0.511.00

Tools

guild_risk_score

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
0 / 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: agent_id, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: agent_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • 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
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_watch_feed

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
8 / 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: watch_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: watch_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_attest

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 25
Return value
15 / 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: issuer_api_key, subject_id, capability, rating, task_id.param_no_description
  • Minor
    String arguments with no constraint or example: issuer_api_key, subject_id, capability.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: subject_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_escrow_open

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
15 / 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: issuer_api_key, worker_id, amount, capability.param_no_description
  • Minor
    String arguments with no constraint or example: issuer_api_key, worker_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: worker_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_register

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: name, capabilities, src.param_no_description
  • Minor
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

guild_envelope_issue

48 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: kind, recipient, payload_sha256, nonce, ttl_seconds, payload_media_type, resource, reply_to, constraints_sha256, value, message_context, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: kind, recipient, payload_sha256, nonce.loose_string_param

guild_envelope_verify

48 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: envelope.param_no_description

guild_record

48 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
8 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: issuer_api_key, worker_id, capability, outcome, rating, deliverable, deliverable_hash.param_no_description
  • Minor
    String arguments with no constraint or example: issuer_api_key, worker_id, capability, outcome.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: worker_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_escrow_release

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 25
Return value
15 / 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: issuer_api_key, escrow_id, deliverable, rating.param_no_description
  • Minor
    String arguments with no constraint or example: issuer_api_key, escrow_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: escrow_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_passport

50 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_id.param_no_description
  • Minor
    String arguments with no constraint or example: agent_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_verify

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: credential.param_no_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

guild_evidence_verify

52 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: bundle, expected_endpoint, expected_audience.param_no_description

guild_preflight_outcome

52 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
9 / 25
Return value
8 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: preflight_id, action, observed, detail, baseline_direct_check, decision_basis, overhead_ms, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: preflight_id, action.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: preflight_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_prove

52 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_id, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: agent_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_search

52 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: capability, min_trust, limit, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: capability.loose_string_param

ag_calc_unit_convert

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_data_dedupe

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_data_record_link

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_json_schema_infer

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_table_json_to_csv

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description
  • Minor
    Its description is nearly the same as ag_table_csv_to_json's (similarity 0.51); only the names and schemas tell them apart. Say in this description when to use ag_table_csv_to_json instead.confusable_pair

ag_text_regex_extract

55 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

guild_best_agent

57 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: capability, min_trust, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: capability.loose_string_param

guild_index

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: query, limit.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

guild_report

57 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
9 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: category, severity, details, content_sha256, task_ref, mandate_ref, nonce.param_no_description
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    String arguments with no constraint or example: category.loose_string_param

ag_code_semver_compare

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_json_validate

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_table_csv_to_json

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description
  • Minor
    Its description is nearly the same as ag_table_json_to_csv's (similarity 0.51); only the names and schemas tell them apart. Say in this description when to use ag_table_json_to_csv instead.confusable_pair

ag_table_markdown_extract

58 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

guild_prove_verify

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: agent_id, api_key, signature.param_no_description
  • Minor
    String arguments with no constraint or example: agent_id.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: agent_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

guild_preflight_deep

59 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
5 / 10
  • Major
    Arguments without a description: url, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

guild_x402_payment_safety

59 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payment.scheme, payment.network, payment.asset, payment.amount, payment.pay_to, payment.resource, capability, policy, ttl_seconds, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: payment.scheme, payment.network, payment.asset, payment.amount, payment.pay_to, payment.resource.loose_string_param

ag_json_canonicalize

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_json_diff

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_text_date_normalize

60 / 100Cloudy

Purpose
17 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

guild_watch

60 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: url, api_key, interval_seconds.param_no_description
  • Minor
    String arguments with no constraint or example: url, api_key.loose_string_param

ag_capabilities

63 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

ag_json_path_extract

63 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

ag_calc_stats

65 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

guild_check

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: capability, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: capability.loose_string_param

guild_evidence_bundle

65 / 100Cloudy

Purpose
17 / 20
When to use
15 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: url, ttl_seconds, audience, api_key, x402_payment.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param

guild_preflight

65 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
7 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: url, api_key.param_no_description
  • Minor
    String arguments with no constraint or example: url.loose_string_param

ag_json_repair

68 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
10 / 25
Return value
15 / 15
Constraints and side effects
3 / 10
Examples
5 / 10
  • Major
    Arguments without a description: payload, api_key.param_no_description

guild_coordination_policy

70 / 100Clear

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

No issues.

guild_paid_operations

90 / 100Clear

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

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.

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