"Understanding and Evaluating APIs" matching MCP tools:

• get_embedder_network_manifest

  storyflo

  Wrap the public ``/embed/network-manifest.json`` — the platform-level DSP/SSP onboarding bundle: supported creative formats, payout rails, attribution URLs, integration patterns. Use when an agent is evaluating whether to wire storyflo into its surface, or when a DSP partner needs the canonical integration shape. Public — no auth required.

  Connector

• fda_import_refusals

  FDA Data MCP

  Search FDA import refusals (Compliance Dashboard data, not available in openFDA API). Import refusals indicate products detained at the US border. Filter by company name, FEI number, country code (e.g., CN, IN for major API source countries), or date range. Critical for evaluating international manufacturing sites and supply chain risk. Related: fda_get_facility (facility details by FEI), fda_inspections (inspection history by FEI).

  Connector

• predict_moment_quality

  Trillboards DOOH Advertising

  Predict the VAS (Viewability Attention Score) a specific creative would achieve at a given moment, based on historical data and causal modeling. Uses the CausalPredictionService which: 1. Embeds the moment description to find historically similar moments 2. If >= 5 similar moments exist with the same creative, uses weighted-average prediction 3. If insufficient data, falls back to Gemini generative prediction 4. Always decomposes the prediction into causal factors WHEN TO USE: - Evaluating whether a creative will perform well in a specific context - A/B testing creative placement hypotheses before committing budget - Understanding which causal factors drive VAS for a creative - Comparing expected performance across different moment types RETURNS: - prediction: { predictedVAS (0-1), confidence (0-1), method ('historical'|'model'), sampleSize } - causal_factors: { audienceMatch, contextMatch, attentionState, socialPotential } (each 0-1) - metadata: { creative_id, moment_description } - suggested_next_queries: Follow-up queries EXAMPLE: User: "How would a coffee ad perform at a transit station during morning rush?" predict_moment_quality({ moment_description: "transit venue, morning commute, 12 viewers, high attention, mostly 25-34 age range", creative_id: "coffee-brand-morning-30s" })

  Connector

• get_investment_category_signal

  Stratalize Healthcare

  Use when evaluating VC software category attractiveness or assessing portfolio category exposure before an investment decision. Returns growth signal, top brands, and citation evidence for any software category. Example: AI infrastructure category — GROWTH signal, top brands Nvidia 67% citation share, Anthropic 18%, xAI 9% — accelerating citation growth signals sustained investment thesis. Source: Stratalize citation heuristics.

  Connector

• vector_quantize

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

  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.

  Connector

• test_rule

  Valuein — SEC EDGAR Fundamentals & Smart-Money Data

  Dry-run a rule's condition_expr against a SYNTHETIC trigger payload — reports whether it WOULD have fired, but NEVER dispatches the action (no report generated, no team run, no message sent, no inbox write). Use this immediately after create_rule to sanity-check the condition before it starts evaluating against real events. Pass `sample_payload_override` to test against specific field values (e.g. `{price_change_pct: 12}`).

  Connector

• get_api_reference

  canton-ccpedia

  Get a structured reference (ports, endpoints, services, links) for one specific Canton Network API: JSON Ledger API, gRPC Ledger API, Scan API, Validator API, Token Standard APIs, Admin API, or Splice HTTP. Canton-specific — not for GitHub, REST, or non-Canton APIs. Use when the user names one of these Canton APIs; use search/semantic_search for broader doc lookups.

  Connector

• get_knowledge_stats

  mcp-klever-vm

  Get summary statistics of the Klever VM knowledge base. Returns total entry count, counts broken down by context type (code_example, best_practice, security_tip, etc.), and a sample entry title for each type. Useful for understanding what knowledge is available before querying.

  Connector

• browser_take_screenshot

  DialogBrain

  Capture a PNG screenshot of the page or a specific element. Returns base64-encoded image bytes AND a file_id (persisted in DialogBrain files storage). Pass file_id straight to messages.send(attachment_file_ids=[file_id]) — do NOT call files.upload again. Use sparingly — favor browser.snapshot for structured DOM understanding.

  Connector

• compare_properties

  AcreLens

  Compare 2–5 US properties side by side using the same analysis mode. Call this when the user is evaluating multiple parcels or listings and wants a comparative view. Kicks off the analyses asynchronously and returns a batch ID plus one report ID per property (in input order) to poll — scored results arrive via polling or the batch webhook, not inline. Consumes one analysis credit per property from your AcreLens account.

  Connector

• discover

  XFMS — Model Source

  Show which quality dimensions matter for a stated purpose, WITHOUT ranking any models. Returns the inferred weights and the discovery-walk trace. Useful for understanding how XFMS interprets the purpose before committing to a pick.

  Connector

• get_user_profile

  bookstore4agents

  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.

  Connector

• get_trident_spec

  trident

  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.

  Connector

• get_platform_stats

  mcp-archimedes

  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).

  Connector

• search_apis

  Apis Guru

  Search the APIs.guru directory of 2,500+ public APIs by free-text query. Matches against the API's name/key, its title, description, and categories. Returns a list of matching APIs each with name (the directory key, e.g. "stripe.com" or "googleapis.com:calendar"), title, truncated description, provider, categories, preferred version, last-updated date, docs link, and OpenAPI/Swagger spec URL. Use this to discover which public APIs exist for a given domain (payments, weather, maps, etc.) and to get the exact `name` to pass to get_api.

  Connector

• get_categories

  FundingLandscape

  Browse all funding categories with opportunity counts. Categories include: Grant, Construction, Goods & Services, Professional Services, Technology, Healthcare, Research, and more. Useful for understanding what types of opportunities are available. Does not count toward your monthly searches.

  Connector

• get_embedder_network_manifest

  Storyflo

  Wrap the public ``/embed/network-manifest.json`` — the platform-level DSP/SSP onboarding bundle: supported creative formats, payout rails, attribution URLs, integration patterns. Use when an agent is evaluating whether to wire storyflo into its surface, or when a DSP partner needs the canonical integration shape. Public — no auth required.

  Connector

• mint_settle_cell

  MINT Protocol — Universal Work Attestation

  Trigger **settlement** of a work cell. Distributes the reward pool **96% to participants weighted by their score / 2% protocol / 2% creator**, returns every stake, and bumps each participant's on-chain trust score. The configured signer must be the cell's creator. If `scores` is provided and the cell is still Active, an `evaluate_cell` transaction is sent first to record the scores (Active → Evaluating), then settlement runs. If the cell was already evaluated, omit `scores`.

  Connector

• forecast.portfolio_stress

  DPX — Institutional Cross-Border Settlement

  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.

  Connector

• list_apis

  abundance-apis

  List the full Abundance APIs catalog — every API with its description, category, OpenAPI spec URL, RapidAPI listing URL, gateway host, and pricing. Call this first to discover what is available and how to get production access.

  Connector