# com.theaslangroupllc.pulse/pulsenetwork: tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.theaslangroupllc.pulse%2Fpulsenetwork/versions/latest)
- Connected to: https://pulse.theaslangroupllc.com/api/mcp
- Homepage: https://pulse.theaslangroupllc.com/
- Repository: https://github.com/GTCC777/mcp-pulsenetwork
- Scoring rules: v2
- Tools: 80
- Average: 44.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how com.theaslangroupllc.pulse/pulsenetwork'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

- Major: 80 tools. Above 40, models choose less accurately.
- 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.

## Tools

- `alphapulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, instrument, max_drawdown, min_track_record, min_return, region, platform, min_weeks, strategy, min_copiers, min_investment, protocol, min_tvl, provider, use_case, category, us_accessible.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `biopulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, location, lat, lng.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `chronicapulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, q, year_start, year_end, state, name, location, year, event, place, origin, destination, business, era, subject, type.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fanpulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, franchise, query, name, topic, artist, album, focus, personality, item, subject1, subject2.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `marketpulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `mealpulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: dietary, budget, servings, cuisine, preferences, dish, meals, store, ingredients, concern, people, location, ingredient, reason, leftovers, cooking_style, experience.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `prospectpulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lat, lon.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `scentpulse`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, fragrance, brand, code, budget, price_paid_usd, batch_year_hint, fragrance_or_ingredient, ingredient_list, occasion, season, climate, age_range, budget_usd, query, experience_level, fragrances, style_goal.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `stateedge`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: team, opponent, player.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `buildpulse`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, project, state, city, projects, budget, trade, zip, sqft, quality, stage, material, home_value, start.
  - Minor: Says nothing about what it returns.
- `franchisepulse`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, franchisor, industry, investment_max, type, territory, location, max_price, min_revenue, max_multiple, loan_amount, specialty.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `x402_troubleshoot`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `shopperpulse`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, limit.
  - Minor: Says nothing about what it returns.
- `airdroppulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `climatepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compliancepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `esgpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, company_type, goal, focus, scope, entity_type, rater, framework, topic, format, commodity.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `filingspulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, form_type, ticker1, ticker2, company1, company2, date_from, cik, fund, cusip, issuer.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `findpulse`: 42 / 100
  - Minor: String arguments with no constraint or example: lang, use_case, budget, preferences, products, product, category, service, location, demographic, country, field, profile, state, item, frequency, product_or_category, values, recipient, occasion, interests.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `fitpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, level, activity.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `footballpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, home, away, league, date, market, line, minute, score, leagues, strategy, max_legs, season, team, referee, competition, home_away, window.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `gamepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: budget, card, set, name, match, cards, achievement, cpu, gpu, ram.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `geopoliticalpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `glowpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: product_name, ingredients_or_product, claims, products, active_focus.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `govspendpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `grantpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, mission, location, size, keyword, eligibility, category, state, grant_name, org_profile, agency, days, section, org_description, project_description, country, duration.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `homepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, address, city, state, bedrooms, age, home_age, room.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `legalpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: type, situation, state, amount, recipient, outcome, clause, contract_type, issue, entity_type.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `longevitypulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `nutripulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, topic, query, name, goal, calories, diet, meal, budget, context, goals, supplements, medications, age, sex, conditions, trimester, product.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `patentpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, type, standard.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `riskpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, industry, location, city, entity, product.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `safepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, product, make, model, year, type, brand, product_type.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `scholarpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: level, gpa, field, to, duration, family_size, dependency_status, balance, test_score, month, word_limit, background.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `seniorpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: veteran_age.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `tablepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, player_count, complexity_tolerance, themes, playtime_minutes, budget, ages, games, use_case, base_game, expansions, condition, project, platform_hint, group_size, vibe, drinking_ok, family_mixed_ages, preference, experience_level, youngest_age, oldest_age, game, group_experience_level, region, award, year.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `taxpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, country1, country2, country3, income_level, focus, annual_revenue, assets, destination, depth, watch_id, token, amount.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `transitpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: city_a, city_b, neighborhood, mode.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `truthpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: fee_waiver, depth, limit, include_draft.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `venturepulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: structure, approach.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `vetpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: age.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `waterpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `wealthpulse`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, age, retire_at, target_income, credit_score, location, state, marital_status, health, filing_status, job_type, dependents, relationship, account_type, your_age, benefit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `autopulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, vin, year, make, model, mileage, condition, annual_miles, trim, credit_tier, down_payment.
  - Minor: Says nothing about what it returns.
- `careerpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: title, yoe, sector, current, target, role, industry, company, from, to, current_certs, target_role, target_country, seniority, check, hourly_rate, weekly_hours, weeks, separation, amount_owed, amount.
  - Minor: Says nothing about what it returns.
- `clearcarepulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: coinsurance, insured, has_insurance, scenario, balance_billed, gfe_amount, billed_amount.
  - Minor: Says nothing about what it returns.
- `collectablespulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, item1, item2.
  - Minor: Says nothing about what it returns.
- `cyberpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: framework.
  - Minor: Says nothing about what it returns.
- `dealpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, services, retailer, country, state, seller_type, product_kind, signup_date, signup_channel, last_renewal_date, initial_term_months, renewal_term_months, trial_days, total_charged, written_contract, small_business, no_disclosure, no_consent, no_renewal_reminder, no_trial_notice, cancel_attempted, cancel_blocked, cancel_channel_mismatch, price_increase_no_notice, seller_name, consumer_name.
  - Minor: Says nothing about what it returns.
- `econsignalpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, period, focus, lens.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `gridpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: miles.
  - Minor: Says nothing about what it returns.
- `harvestpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: zip, produce.
  - Minor: Says nothing about what it returns.
- `immigrationpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: nationality, category, preference, type, priority.
  - Minor: Says nothing about what it returns.
- `parentpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, age_months, concern, product_type, brand, zip, grade, priorities, age, interests, budget, children, ages, income, situation, behavior, symptoms.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `petpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: species, procedure, region, conditions, substance, amount_ingested, destination.
  - Minor: Says nothing about what it returns.
- `proppulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, balance, address, bedrooms, property_address.
  - Minor: Says nothing about what it returns.
- `remittancepulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, country, purpose, issue, provider, principal, fees_paid, amount_paid, disclosed_total_to_recipient, actually_received, figures_estimated, date_available, payment_auth_time, cancel_request_time, scheduled_advance, funds_picked_up, funded_with, send_date, sender_state, business_sender, recipient_country, sender_in_us, provider_warned_before_payment, notice_date, sender_name, recipient_name, transfer_reference, remedy_choice.
  - Minor: Says nothing about what it returns.
- `talentpulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `tradepulse`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `discover`: 46 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `clinicalintelpulse`: 47 / 100
  - Minor: String arguments with no constraint or example: lang, condition, sponsor, phase, status, limit, horizon, agency, focus, depth, region, deal_type, stage.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `herbapulse`: 47 / 100
  - Minor: String arguments with no constraint or example: lang, herb, tradition, condition, product, ingredients, drug, ingredient, location, compound.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `insurepulse`: 47 / 100
  - Minor: String arguments with no constraint or example: lang, age, sqft, employees, revenue, damage_estimate, deductible, occupation, details, current_premium, amount_paid, submitted_by.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `mindpulse`: 47 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `racingpulse`: 47 / 100
  - Minor: String arguments with no constraint or example: regions, sport, min_profit, date, horse, trainer, dog, mode.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `travelpulse`: 47 / 100
  - Minor: String arguments with no constraint or example: lang, date, destination, days, style, budget, bag_type, text, flexibility, flight_date.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `arbipulse`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: category, chain, asset, min_apy, platform, protocol, amount, strategy, receiver, sport, region, min_profit_pct, pair, amount_usd, exchanges, token, chains, opportunity_type, wallet_address, slippage_bps, long_venue, short_venue, trade_size_usd, entry_price, exit_price, arb_type, taker_fee_bps, gas_usd, flash_fee_bps, bridge_fee_usd, withdrawal_fee_usd, days, commodity, unit, regions, asset_a, asset_b, asset_class, lookback_days.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `cryptopulse`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang, capital, risk, chain, goal, country, priority, experience, use_case, profile, business_type, integration, type, strike, interval, assets, horizon, focus, group, kind, op.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `edupulse`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: grade, questions, difficulty, concept, exam, date, hours_per_week, count, duration, style, school, prompt, agi.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `policypulse`: 49 / 100
  - Minor: String arguments with no constraint or example: action, q, agency, mode, limit, jurisdiction, period, topic, context, parties.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `debtpulse`: 50 / 100
  - Minor: String arguments with no constraint or example: method, debt_type, collector, situation, type, score, goal, goal_score, negative_items, bureau, assets, bill_amount, insurance, amount_owed, years_behind, platform, payments_remaining, payment_amount, lender, servicer, credit_score, homeowner, savings.
  - Minor: Says nothing about what it returns.
- `catalog_search`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `citepulse`: 52 / 100
  - Minor: String arguments with no constraint or example: funder.
- `fieldpulse`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lang.
- `macropulse`: 54 / 100
  - Minor: String arguments with no constraint or example: event, pair.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `stablecoinpulse`: 55 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `onchainpulse`: 56 / 100
  - Minor: String arguments with no constraint or example: action, type, period, topic, scope, timeframe, product.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_openapi_spec`: 57 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `mailpulse`: 72 / 100
  - Minor: String arguments with no constraint or example: to.
- `signalpulse`: 72 / 100
  - Minor: The description is long (827 words). It helps selection but costs steps and tokens.
  - Minor: String arguments with no constraint or example: player_b, scoring, style, signal_type, strategy.

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