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TO1 Intelligence Fleet

by io.github.leonidahqadmin-cell
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Server Details

297 data tools across 90 MCP servers via one gateway. Free trial header; x402 USDC on Base.

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Status
Unhealthy
Uptime
0.0% over 37 days
Last Tested
Transport
Streamable HTTP
URL

TDQS

C2.9/5.0

Scored across 294 tools

Disambiguation1/5

Massive overlap between tools from different sub-domains, e.g., two separate quote tools (quote-intel and quotes-intel), two weather tools (forecast-intel and weather-intel), two space tools (space-intel and nasa-intel). An agent would struggle to choose correctly.

Naming Consistency5/5

Every tool follows a consistent pattern: domain-intel__verb_noun. This makes the tool set predictable despite its size.

Tool Count1/5

294 tools is orders of magnitude too many for a coherent server. It lumps together dozens of unrelated domains, making navigation and selection impractical.

Completeness2/5

While individual domains may have reasonable coverage, the overall set is bloated with duplicates (two quote systems, two word definition tools) and lacks a unifying theme. Significant gaps are less obvious, but the duplication indicates poor design.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 294 tool updates
    • First observedactivity-intel__get_activity_by_type
    • First observedactivity-intel__get_random_activity
    • First observedactivity-intel__suggest_activity_for_group
    • First observedadvice-intel__get_advice
    • First observedadvice-intel__get_multiple_advice
    • First observedadvice-intel__search_advice
    • First observedaffirmation-intel__get_affirmation
    • First observedaffirmation-intel__get_multiple_affirmations
    • First observedagent-economy-intel__get_ai_sector_snapshot
    • First observedagent-economy-intel__get_ai_tokens
    • First observedagent-economy-intel__get_market_sentiment
    • First observedagent-insurance-intel__compare_risk_options
    • First observedagent-insurance-intel__make_coverage_note
    • First observedagent-insurance-intel__quote_action_risk
    • First observedagent-niche-radar-intel__draft_niche_product_card
    • First observedagent-niche-radar-intel__rank_niche_basket
    • First observedagent-niche-radar-intel__score_agent_niche
    • First observedagent-tollbooth-intel__evaluate_agent_spend
    • First observedagent-tollbooth-intel__make_toll_policy
    • First observedagent-tollbooth-intel__score_tool_vendor
    • First observedagent-tollbooth-intel__verify_toll_receipt
    • First observedair-quality-intel__get_air_quality_by_city
    • First observedair-quality-intel__get_air_quality_by_coordinates
    • First observedanime-intel__get_anime_by_id
    • First observedanime-intel__get_top_anime
    • First observedanime-intel__get_top_manga
    • First observedanime-intel__search_anime
    • First observedanime-intel__search_manga
    • First observedart-intel__get_artwork
    • First observedart-intel__list_departments
    • First observedart-intel__random_artwork
    • First observedart-intel__search_artwork
    • First observedbook-intel__books_by_author
    • First observedbook-intel__get_book_by_isbn
    • First observedbook-intel__search_books
    • First observedbrewery-intel__find_breweries_by_location
    • First observedbrewery-intel__find_breweries_by_type
    • First observedbrewery-intel__random_brewery
    • First observedbrewery-intel__search_breweries
    • First observedbudget-oracle-intel__check_budget_event
    • First observedbudget-oracle-intel__forecast_budget_burn
    • First observedbudget-oracle-intel__make_budget_plan
    • First observedcat-fact-intel__get_cat_breeds
    • First observedcat-fact-intel__get_cat_fact
    • First observedcat-fact-intel__get_multiple_cat_facts
    • First observedchucknorris-intel__get_joke_by_category
    • First observedchucknorris-intel__get_joke_categories
    • First observedchucknorris-intel__get_random_joke
    • First observedchucknorris-intel__search_jokes
    • First observedcloneprint-intel__compare_listings
    • First observedcloneprint-intel__fingerprint_listing
    • First observedcloneprint-intel__scan_slop_listing
    • First observedcocktail-intel__filter_by_alcoholic
    • First observedcocktail-intel__filter_by_ingredient
    • First observedcocktail-intel__get_cocktail_by_id
    • First observedcocktail-intel__random_cocktail
    • First observedcocktail-intel__search_cocktail
    • First observedcodetrends-intel__get_repository_details
    • First observedcodetrends-intel__get_top_new_repos
    • First observedcodetrends-intel__search_repositories
    • First observedcolor-intel__analyze_color
    • First observedcolor-intel__check_contrast
    • First observedcolor-intel__generate_palette
    • First observedcountry-intel__countries_by_currency
    • First observedcountry-intel__countries_by_language
    • First observedcountry-intel__countries_by_region
    • First observedcountry-intel__get_country
    • First observedcountry-intel__search_countries
    • First observedcreator-curation-intel__audit_reward_mix
    • First observedcreator-curation-intel__build_creator_shortlist
    • First observedcreator-curation-intel__draft_creator_brief
    • First observedcreator-curation-intel__score_creator_candidate
    • First observedcryptomarket-intel__get_coin_price
    • First observedcryptomarket-intel__get_fear_greed_index
    • First observedcryptomarket-intel__get_market_overview
    • First observedcryptomarket-intel__get_top_movers
    • First observedcsv-guard-intel__compare_csv_headers
    • First observedcsv-guard-intel__profile_csv
    • First observedcsv-guard-intel__validate_csv
    • First observedcurrency-intel__convert_currency
    • First observedcurrency-intel__historical_rate
    • First observedcurrency-intel__list_currencies
    • First observedcurrency-intel__rate_history
    • First observeddad-joke-intel__get_dad_joke
    • First observeddad-joke-intel__get_multiple_dad_jokes
    • First observeddad-joke-intel__search_dad_jokes
    • First observeddata-license-intel__check_dataset_use
    • First observeddata-license-intel__classify_license_text
    • First observeddata-license-intel__make_usage_policy
    • First observeddata-license-intel__source_attribution_receipt
    • First observeddefi-intel__get_chain_tvl
    • First observeddefi-intel__get_protocol_details
    • First observeddefi-intel__get_top_protocols
    • First observeddefi-intel__get_top_yields
    • First observeddictionary-intel__define_word
    • First observeddictionary-intel__get_random_word
    • First observeddictionary-intel__get_synonyms
    • First observeddns-intel__lookup_common_records
    • First observeddns-intel__lookup_dns
    • First observeddog-intel__breed_images
    • First observeddog-intel__list_breeds
    • First observeddog-intel__random_dog
    • First observeddog-intel__random_multiple_dogs
    • First observeddrug-safety-intel__drug_event_search
    • First observeddrug-safety-intel__drug_recall_search
    • First observedearthquake-intel__get_earthquakes_near
    • First observedearthquake-intel__get_recent_earthquakes
    • First observedearthquake-intel__get_significant_earthquakes
    • First observedencode-intel__base64_decode
    • First observedencode-intel__base64_encode
    • First observedencode-intel__generate_password
    • First observedencode-intel__generate_uuid
    • First observedencode-intel__hash_text
    • First observedencode-intel__url_decode
    • First observedencode-intel__url_encode
    • First observedencode-intel__validate_card
    • First observedentity-facts-intel__entity_summary
    • First observedentity-facts-intel__search_entities
    • First observedexercise-intel__generate_workout
    • First observedexercise-intel__get_exercise_details
    • First observedexercise-intel__get_exercises_by_muscle
    • First observedflight-intel__get_aircraft_by_icao24
    • First observedflight-intel__get_all_aircraft_in_area
    • First observedfootball-intel__get_matches_by_date_range
    • First observedfootball-intel__get_standings
    • First observedfootball-intel__get_team_info
    • First observedfootball-intel__get_top_scorers
    • First observedforecast-intel__get_7day_forecast
    • First observedforecast-intel__get_hourly_forecast
    • First observedforecast-intel__get_weather_alerts
    • First observedfx-intel__convert_currency
    • First observedfx-intel__get_currency_list
    • First observedfx-intel__get_major_rates
    • First observedgeo-intel__distance_between
    • First observedgeo-intel__geocode_city
    • First observedgeo-intel__get_timezone
    • First observedgeo-intel__lookup_ip
    • First observedghibli-intel__get_film_details
    • First observedghibli-intel__get_species_info
    • First observedghibli-intel__list_films
    • First observedghibli-intel__search_people
    • First observedgithub-intel__get_repo_stats
    • First observedgithub-intel__get_user_profile
    • First observedgithub-intel__search_repos
    • First observedhealthstats-intel__get_country_stats
    • First observedhealthstats-intel__get_global_totals
    • First observedhealthstats-intel__get_historical_trend
    • First observedhistory-intel__births_on_this_day
    • First observedhistory-intel__deaths_on_this_day
    • First observedhistory-intel__events_on_this_day
    • First observedholiday-intel__get_public_holidays
    • First observedholiday-intel__is_public_holiday
    • First observedholiday-intel__list_countries
    • First observedholiday-intel__next_holidays
    • First observedjoke-intel__get_joke
    • First observedjoke-intel__get_jokes
    • First observedjson-guard-intel__compare_json_shapes
    • First observedjson-guard-intel__extract_json
    • First observedjson-guard-intel__validate_json_shape
    • First observedmcp-audit-intel__audit_mcp_endpoint
    • First observedmcp-audit-intel__audit_mcp_manifest
    • First observedmcp-audit-intel__compare_mcp_endpoints
    • First observedmcp-audit-intel__inspect_server_card
    • First observedmcp-pricing-intel__bundle_tools
    • First observedmcp-pricing-intel__compare_price_claim
    • First observedmcp-pricing-intel__forecast_revenue
    • First observedmcp-pricing-intel__price_tool_call
    • First observedmusic-intel__get_artist_albums
    • First observedmusic-intel__get_artist_info
    • First observedmusic-intel__search_artist
    • First observedmusic-intel__search_song
    • First observednasa-intel__get_astronomy_picture
    • First observednasa-intel__get_mars_rover_photos
    • First observednasa-intel__get_near_earth_objects
    • First observednews-intel__get_article_summary
    • First observednews-intel__get_today_featured
    • First observednews-intel__search_articles
    • First observednumbers-intel__get_birth_fact
    • First observednumbers-intel__get_date_fact
    • First observednumbers-intel__get_death_fact
    • First observednumbers-intel__get_year_fact
    • First observednutrition-intel__compare_nutrition
    • First observednutrition-intel__get_by_barcode
    • First observednutrition-intel__search_food
    • First observedopenalex-intel__get_openalex_work
    • First observedopenalex-intel__search_openalex_authors
    • First observedopenalex-intel__search_openalex_works
    • First observedpackage-intel__get_npm_package
    • First observedpackage-intel__get_pypi_package
    • First observedpackage-intel__search_npm_packages
    • First observedpaper-intel__get_paper_by_doi
    • First observedpaper-intel__search_papers
    • First observedpaper-intel__search_papers_by_author
    • First observedperson-intel__generate_user
    • First observedperson-intel__generate_users
    • First observedperson-intel__list_nationalities
    • First observedpii-guard-intel__classify_data_risk
    • First observedpii-guard-intel__detect_sensitive_data
    • First observedpii-guard-intel__redact_sensitive_data
    • First observedpokemon-intel__get_pokemon
    • First observedpokemon-intel__get_type_info
    • First observedpokemon-intel__random_pokemon
    • First observedpokemon-intel__search_pokemon
    • First observedpostal-intel__lookup_city_postal_codes
    • First observedpostal-intel__lookup_postal_code
    • First observedprompt-guard-intel__compare_instruction_layers
    • First observedprompt-guard-intel__extract_urls_and_commands
    • First observedprompt-guard-intel__scan_prompt_risk
    • First observedqrcode-intel__decode_qr_code
    • First observedqrcode-intel__generate_qr_code
    • First observedquote-intel__get_multiple_quotes
    • First observedquote-intel__get_random_quote
    • First observedquote-intel__quotes_by_author
    • First observedquote-intel__search_quotes
    • First observedquotes-intel__get_random_quote
    • First observedquotes-intel__search_quotes_by_author
    • First observedquotes-intel__search_quotes_by_keyword
    • First observedradio-intel__get_stations_by_country
    • First observedradio-intel__get_stations_by_tag
    • First observedradio-intel__list_countries
    • First observedradio-intel__search_stations
    • First observedreceipt-chain-intel__bundle_receipts
    • First observedreceipt-chain-intel__invoice_from_receipts
    • First observedreceipt-chain-intel__mint_action_receipt
    • First observedreceipt-chain-intel__verify_action_receipt
    • First observedrecipe-intel__filter_by_category
    • First observedrecipe-intel__get_recipe
    • First observedrecipe-intel__list_categories
    • First observedrecipe-intel__random_recipe
    • First observedrecipe-intel__search_recipes
    • First observedregulation-intel__document_detail
    • First observedregulation-intel__search_documents
    • First observedrickandmorty-intel__get_episode
    • First observedrickandmorty-intel__get_location
    • First observedrickandmorty-intel__search_characters
    • First observedsec-intel__get_company_profile
    • First observedsec-intel__get_recent_filings
    • First observedsec-intel__search_sec_companies
    • First observedspace-intel__get_astronomy_picture
    • First observedspace-intel__get_iss_position
    • First observedspace-intel__get_near_earth_asteroids
    • First observedspecies-intel__search_species
    • First observedspecies-intel__species_occurrences
    • First observedsports-intel__get_team_recent_results
    • First observedsports-intel__get_team_upcoming_fixtures
    • First observedsports-intel__search_league
    • First observedsports-intel__search_player
    • First observedsports-intel__search_team
    • First observedstarwars-intel__get_film
    • First observedstarwars-intel__get_planet
    • First observedstarwars-intel__search_people
    • First observedstarwars-intel__search_starships
    • First observedtask-escrow-intel__build_dispute_packet
    • First observedtask-escrow-intel__draft_acceptance_criteria
    • First observedtask-escrow-intel__release_payment_decision
    • First observedtask-escrow-intel__verify_delivery_pack
    • First observedtech-news-intel__get_ask_hn
    • First observedtech-news-intel__get_latest_stories
    • First observedtech-news-intel__get_stories_by_topic
    • First observedtech-news-intel__get_top_stories
    • First observedtoken-risk-intel__analyze_token
    • First observedtoken-risk-intel__market_movers
    • First observedtoken-risk-intel__search_tokens
    • First observedtrivia-intel__get_trivia
    • First observedtrivia-intel__list_trivia_categories
    • First observedtvshow-intel__get_show_details
    • First observedtvshow-intel__get_show_episodes
    • First observedtvshow-intel__get_todays_schedule
    • First observedtvshow-intel__search_shows
    • First observedunit-intel__convert_to_multiple
    • First observedunit-intel__convert_unit
    • First observedunit-intel__list_units
    • First observeduniversity-intel__search_universities_by_country
    • First observeduniversity-intel__search_universities_by_name
    • First observedvulnerability-intel__get_cve_risk
    • First observedvulnerability-intel__get_recent_known_exploited
    • First observedvulnerability-intel__search_known_exploited
    • First observedweather-intel__get_current_weather
    • First observedweather-intel__get_forecast
    • First observedweather-intel__get_weather_by_coords
    • First observedweb-trust-intel__audit_url
    • First observedweb-trust-intel__check_domain_security
    • First observedweb-trust-intel__compare_urls
    • First observedword-intel__define_word
    • First observedword-intel__get_antonyms
    • First observedword-intel__get_synonyms
    • First observedword-intel__random_word
    • First observedwordrelations-intel__find_antonyms
    • First observedwordrelations-intel__find_related_words
    • First observedwordrelations-intel__find_rhymes
    • First observedwordrelations-intel__find_synonyms
    • First observedworldcup-intel__get_standings
    • First observedworldcup-intel__get_team_odds
    • First observedworldcup-intel__get_today_matches

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