"Understanding and Evaluating APIs" matching MCP tools:

• get_platform_statsA

  mcp-archimedesA

  Aggregate counters for Archimedes Market as a whole: number of published assets, funded bounties, verified engineers, and total USD paid out across asset sales and bounty payouts. Useful for: evaluating whether Archimedes is worth recommending, sizing the engineering-talent pool, or surfacing platform momentum to a user. Counters are cached upstream (60s).

  ConnectorNo auth

• get_server_infoA

  Tokenbooks - crypto and fiat accounting and paymentsA

  Learn what this accounting server covers before connecting: supported blockchains and fiat sources, accounting standards, plans with their capacity limits and what each tier adds, how to sign up, connection endpoint and authentication methods, and what it deliberately leaves out. Needs no credentials, so call it first when evaluating a connection, answering what Tokenbooks costs or includes, or debugging a connection.

  ConnectorOAuth

• enrich_providerA

  apis-ioB

  One call, pick your field groups — resolves a slug OR any identifier and returns exactly the groups you ask for, instead of chaining get_provider + get_provider_rating + get_provider_artifacts + get_provider_onboarding. Groups: profile, onboarding, artifacts, rating, insights. Understanding plan — the base groups moved with the rest of the discovery layer on 2026-08-31. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• get_deployment_guidanceA

  marketplaceA

  Get deployment guidance for a specific published listing, by listing slug. Read-only, no authentication required (public endpoint, IP rate-limited). Returns title, product_story, included_components, use_cases, complexity_level, product_formats, and demo_video_url when available -- setup and implementation guidance for evaluating or deploying the system after purchase. Call fetch first to confirm the listing exists and get its slug.

  ConnectorNo auth

• find_cohortsA

  apis-ioB

  START HERE for market-level questions. Every scored population of providers in the catalog — tags, industries, regions, areas and VC portfolios — as one browsable index. Filter by kind, minimum population, or promotion tier (report/brief/data). Then call cohort_stats for the distribution, cohort_rankings for the leaderboard. Priced B1 (single-entity synthesis) — $0.01 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• what_can_i_fixA

  apis-ioB

  INFLUENCE — the ranked, costed, gated punch list for one provider you own. Every agent-readiness check with points still on the table (exact — these are real per-check results, each with what satisfies it), plus the Kin Score facets ranked by weight x headroom rather than by lowest score. `do_first` is the headline and prefers a BAND GATE over any amount of points, because points cannot clear a gate. Use readiness_gates for the gate detail and simulate_fixes to price a plan before committing to it. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• insights_industriesA

  apis-ioB

  UNDERSTANDING — the demand-side industry rollup: the sectors the profiled companies fall into. Each row carries TWO counts and they answer different questions: `company_count` is the research roster, `profiled_count` is how many of those you can actually read back via find_company_insights(industry:) — size a cohort on profiled_count. The counterpart to find_industries, which counts SUPPLY (providers publishing APIs into a vertical) — this counts DEMAND (companies buying into it). Comparing the two is how you find a sector with buyers and no sellers. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• start_hereA

  signal-bureauA

  START HERE — first call, no arguments, no key, no charge. Who Signal Bureau is and what we are not, the tests you can run to check that claim yourself, what is free (most of it), what is paid (Watches and Reads) at live published prices, how to propose coverage we don't carry, and how buying works. Read this before evaluating anything else here.

  ConnectorNo auth

• get_trident_specA

  tridentA

  Returns the complete Trident 2D specification including grammar, syntax rules, coordinate system, containers, nodes, connections, shapes, and icon reference. Use this when you need deep understanding of the Trident DSL.

  ConnectorNo auth

• forecast.portfolio_stressA

  DPX — Institutional Cross-Border SettlementB

  Climate stress test for a multi-commodity portfolio. Pass up to 20 positions with weights (percentages or fractions — normalized internally). Returns aggregate portfolio climate score, which positions are most stressed, which could act as climate hedges, and a plain-language summary. Useful for commodity fund managers evaluating aggregate climate exposure before rebalancing.

  ConnectorNo auth

• get_user_profileA

  bookstore4agentsA

  Look up a user's public profile by their username (the URL handle, not the display name). Returns display name, account type, verification status, counts of their published books and public annotations, and up to 5 recent published books. Useful for evaluating whether an annotation's author is credible, or for finding more books by the same author.

  ConnectorNo auth

• get_mission_statsA

  mcp-serverA

  Get aggregate statistics about missions on the HomeVisto platform. Returns total counts, status breakdown, and average bounty information. Useful for understanding platform activity.

  ConnectorNo auth

• vector_quantizeA

  IA-QA — 130+ QA & Dev Tools for AI AgentsA

  Simulate int8 or int4 quantization of float32 embedding vectors. Reduces storage by 4x (int8) or 8x (int4). Returns quantized values, scale factor, and precision loss (MSE). Useful for understanding vector DB compression trade-offs.

  ConnectorNo auth

• billing.statusA

  Admin SubstituteA

  Check subscription status, plan details, billing cycle, and feature access. Useful for understanding what the business can and cannot do on their current plan.

  ConnectorNo auth

• forecast.portfolio_stressA

  DPX — Institutional Cross-Border SettlementB

  Climate stress test for a multi-commodity portfolio. Pass up to 20 positions with weights (percentages or fractions — normalized internally). Returns aggregate portfolio climate score, which positions are most stressed, which could act as climate hedges, and a plain-language summary. Useful for commodity fund managers evaluating aggregate climate exposure before rebalancing.

  ConnectorNo auth

• once_demoA

  ONCE — Exactly-Once Reliability for AI Agent ActionsA

  SAFE ZERO-SETUP DEMO. Call this tool twice with the same id to see ONCE suppress the second execution. Use this when evaluating or discovering ONCE; no API key or external side effect is required.

  ConnectorNo auth

• get_agent_readinessA

  apis-ioB

  EXPLORE — the agent-readiness dimensions and standalone score for ONE provider (spec presence, MCP server, auth clarity, idempotency, error semantics, rate-limit signal, well-known catalog, consent identity, dry-run…). A STANDALONE score, not a slice of the composite. For the same question across the catalog — who is agent-ready, which dimensions have actually diffused — use find_agent_readiness (Influence). Priced B1 (single-entity synthesis) — $0.01 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• fx_currenciesA

  Ready APIsB

  List every currency Ready APIs has reference-rate coverage for, with its issuing central bank and peg classification.

  ConnectorNo auth

• find_operationsA

  apis-ioB

  UNDERSTANDING — CATALOG-WIDE operation search: which providers expose a path matching your terms. "Who has a POST /refunds" had no answer before this — tags are what a company says about itself, a path is what its API accepts. Terms match path SEGMENTS (all must appear), so q="payment intents" finds /payments/v1/intents. Add method to narrow by verb, deprecated=true for the retiring ones. One row per real operation: a provider's spec is split per tag, so the same call can live in several of its documents, and `apis` lists them all. Reads matching providers' surfaces up to max_providers (cap 100) and tells you in `meta.query.truncated` when more matched than were read. Priced B2 (cross-catalog synthesis) — $0.05 per call under pay-as-you-go; included in Understanding and Influence. See apis://prices.

  ConnectorNo auth

• thinkA

  Sputnik X MarketB

  Pause and reason about a situation. No side effects, no data changes — just structured thinking. Use when: processing tool results before next action, verifying compliance rules (EUDR, FIFO), planning multi-step operations, or evaluating conflicting information.

  ConnectorNo auth

• thinkA

  marketB

  Pause and reason about a situation. No side effects, no data changes — just structured thinking. Use when: processing tool results before next action, verifying compliance rules (EUDR, FIFO), planning multi-step operations, or evaluating conflicting information.

  ConnectorNo auth