Blackwood State: tool descriptions scored io.github.Blackwood-State/blackwood-state

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://x402-gateway.blackwoodstate8.workers.dev/mcp
Homepage: x402-gateway.blackwoodstate8.workers.dev
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Blackwood State (io.github.Blackwood-State/blackwood-state)'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.Blackwood-State/blackwood-state

Average score: 85.8 / 100Clear
Tools: 38
Near-identical descriptions: 7

Across the server

Minor
38 tools. Above 25, models start to tell tools apart less well.many_tools
Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools whose descriptions are nearly the same

7 of 7 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
blackwood_pdf_extract_status	blackwood_llm_chat_status	0.82	0.33
blackwood_pdf_extract_status	blackwood_audio_transcribe_status	0.82	0.33
blackwood_pdf_extract_status	blackwood_image_generate_status	0.82	0.33
blackwood_llm_chat_status	blackwood_audio_transcribe_status	0.82	0.33
blackwood_llm_chat_status	blackwood_image_generate_status	0.82	0.33
blackwood_audio_transcribe_status	blackwood_image_generate_status	0.82	0.33
blackwood_email_check	blackwood_email_batch	0.60	0.50

Tools

blackwood_audio_transcribe_status

49 / 100Cloudy

Purpose: 17 / 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: jobId.param_no_description
Minor
Its description is nearly the same as blackwood_pdf_extract_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_pdf_extract_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_llm_chat_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_llm_chat_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_image_generate_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_image_generate_status instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.id_source_missing

blackwood_image_generate_status

49 / 100Cloudy

Purpose: 17 / 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: jobId.param_no_description
Minor
Its description is nearly the same as blackwood_pdf_extract_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_pdf_extract_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_llm_chat_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_llm_chat_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_audio_transcribe_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_audio_transcribe_status instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.id_source_missing

blackwood_llm_chat_status

49 / 100Cloudy

Purpose: 17 / 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: jobId.param_no_description
Minor
Its description is nearly the same as blackwood_pdf_extract_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_pdf_extract_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_audio_transcribe_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_audio_transcribe_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_image_generate_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_image_generate_status instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.id_source_missing

blackwood_pdf_extract_status

49 / 100Cloudy

Purpose: 17 / 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: jobId.param_no_description
Minor
Its description is nearly the same as blackwood_llm_chat_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_llm_chat_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_audio_transcribe_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_audio_transcribe_status instead.confusable_pair
Minor
Its description is nearly the same as blackwood_image_generate_status's (similarity 0.82); only the names and schemas tell them apart. Say in this description when to use blackwood_image_generate_status instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: jobId. Name the tool or the place that returns it, or models look it up first.id_source_missing

blackwood_credits_balance

72 / 100Clear

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

No issues.

blackwood_altcoin_discovery

87 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_crypto_news

87 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_text_sentiment

87 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_audio_transcribe

90 / 100Clear

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

No issues.

blackwood_domain_intel

90 / 100Clear

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

No issues.

blackwood_email_batch

90 / 100Clear

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

Minor
Its description is nearly the same as blackwood_email_check's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use blackwood_email_check instead.confusable_pair

blackwood_email_check

90 / 100Clear

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

Minor
Its description is nearly the same as blackwood_email_batch's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use blackwood_email_batch instead.confusable_pair

blackwood_gas_fees

90 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_image_generate

90 / 100Clear

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

No issues.

blackwood_llm_chat

90 / 100Clear

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

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

blackwood_news_briefing

90 / 100Clear

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

No issues.

blackwood_qrcode_generate

90 / 100Clear

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

No issues.

blackwood_random_generate

90 / 100Clear

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

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

blackwood_sec_facts

90 / 100Clear

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

No issues.

blackwood_speech_synthesize

90 / 100Clear

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

No issues.

blackwood_text_translate

90 / 100Clear

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

No issues.

blackwood_timezone_convert

90 / 100Clear

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

No issues.

blackwood_token_price

90 / 100Clear

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

No issues.

blackwood_wallet_balances

90 / 100Clear

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

No issues.

blackwood_wallet_portfolio

90 / 100Clear

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

No issues.

blackwood_wallet_value

90 / 100Clear

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

No issues.

blackwood_weather_forecast

90 / 100Clear

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

No issues.

blackwood_webpage_markdown

90 / 100Clear

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

No issues.

blackwood_ens_lookup

92 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_fx_rates

92 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_company_dossier

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.

blackwood_fx_history

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.

blackwood_headers_audit

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.

blackwood_news_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.

blackwood_pdf_extract

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.

blackwood_x402_check

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

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

blackwood_airport_delays

95 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

blackwood_text_summarize

95 / 100Clear

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