"Interaction or Feedback Enhancement to Increase Frequency/Attempts" matching MCP tools:

• leave_feedback

  AgentMarketplace

  Leave feedback about AgentMarketplace itself — bugs, confusing tools, feature requests. This is for feedback about the platform, not about a counterparty. There is no reputation or rating system here — that lives in AgentTrust. Args: access_token: AgentAuth bearer token (requires ``market.read``). message: Free-text feedback, up to 2000 characters. Returns: ``{"recorded": true}`` on success.

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• power_supply_decoupling

  calc.engineer

  Select bypass and bulk decoupling capacitors for IC power supply pins. Computes the target PDN (Power Distribution Network) impedance from supply current, voltage, and allowable ripple using Z_target = V_ripple / I_total. Recommends a ceramic bypass capacitor (high-frequency decoupling, placed closest to IC pins) and a bulk capacitor (low-frequency decoupling, near the regulator). Calculates the ceramic cap's self-resonant frequency assuming typical lead inductance, and checks whether ESR-induced ripple stays within limits. Essential for digital, analog, and mixed-signal PCB design. Chain with lc_resonance to verify the decoupling capacitor's resonant behavior, or with trace_width to size the power trace.

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• propline_get_webhook_deliveries

  PropLine — Sports Betting Odds & Prop Resolution

  Recent delivery attempts for one webhook (Streaming Lite tier and up), newest first — the debugging surface for 'why isn't my webhook firing'. Each row: status (pending/success/failed), HTTP response_code, attempts, delivered_at and the payload that was sent. A pending row with attempts > 0 is mid-retry-backoff; status 'failed' with response_code null means the endpoint was unreachable or timed out (8s). Page backwards through a deep queue with before_id = the smallest id on the previous page; a page shorter than limit is the last one.

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• ghostroute_ct_proofs

  TunnelMind Data API

  Returns GhostRoute's per-cert inclusion proofs: each is a cryptographic demonstration that the exact certificate a host serves is included in an append-only CT log whose root TunnelMind signature-verified — upgrading "a monitor said this cert exists" to "proven in a log we witness". Failed attempts are included with a `reason`; a cert that suddenly cannot be proven is itself a signal. Use this tool when: - You want to know whether a specific AI host's live cert is provably logged (pass `domain`), or - You want the corpus-wide proof rollup across watched hosts (omit `domain`). Inputs: - `domain` (query, optional): a hostname to filter to; omit for corpus-wide. - `limit` (query, optional): max recent rows, 1–200, default 50. Returns: - `domain` (echo, null when corpus-wide). - `summary`: `total_attempts`, `proven`, `unproven`, `domains`, `last_observed_at`. - `recent[]`: recent attempts (`log_operator`, `leaf_index`, `tree_size`, `sth_root_hash`, `inclusion_proven`, `reason`, ...). - `by_domain[]`: per-host `attempts` / `proven` rollup. Latency: - Typical <300ms (KV-cached 5m).

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• percentage

  mcp

  Use this when you want exact, auditable percentage math with a written-out formula. Three modes: "of" computes percent% of value (fields percent, value); "is-what" computes what percent x is of y (fields x, y; y must be non-zero); "change" computes the percent change from -> to (from must be non-zero) and reports direction as "increase" or "decrease". Returns the numeric result plus a human-readable formula string. Deterministic: same input, same output. Example: mode="change", from=200, to=250 -> result=25, direction="increase".

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• aidelly_list_webhook_deliveries

  aidelly

  List delivery attempts for one webhook so you can verify events actually arrived. status is one of pending, delivered, failed (will be retried at next_attempt_at), or dead_letter (retries exhausted or the webhook was removed — these will never be retried). Cursor-paginated: follow next_cursor until it is null. Call aidelly_list_webhooks first to get the webhook id.

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• relm_create_webhook

  Relm CRM

  Subscribe an https endpoint to CRM events. events=['*'] for all, or a subset of ['contact.created','contact.updated','deal.created','deal.updated','deal.stage_changed']. Returns a `secret` ONCE - the subscriber verifies the `Relm-Signature` header (t=<unix>,v1=<hmac-sha256 of "t.body">). Deliveries retry with backoff and dead-letter after 6 attempts.

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• goal-request-ac-change

  Planner (proof-of-done)

  Request a change to an acceptance criterion. grounds=unreachable (default): the AC cannot be proven — requires ≥3 failed evidence attempts (weak/mismatch) with 0 matches. grounds=wrong_criterion: the AC measures the wrong thing (owner never approved this wording, or a revealed fact shows it tracks something else) — no failed attempts required, but you MUST pass quotedFragment: a verbatim slice of the criterion text you claim is wrong (checked against the stored text), and the reason must name the unapproved wording or the finding; difficulty alone is rejected. An LLM judge screens the reason either way. On pass, creates an escalation for the goal owner to resolve (edit AC text, split to sub-goal, drop AC without creating a child, or reject). Grove mode only, goal must be in_progress.

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• list_persons

  Islam West Africa Collection (IWAC)

  List personnes from the IWAC index, sorted by frequency (most-referenced first). The optional 'country' filter selects entries that APPEAR IN records from that country (mentioned-in, not located-in), ranked by collection-wide 'frequency' — so foreign and cross-border entries can appear. Nigeria returns none here (index frequency is computed from articles + publications + references, which have no Nigerian items — Nigeria is audiovisual only).

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• shippingrates_transit_schedules

  freightgate-mcp-server

  Get detailed transit schedules for a specific carrier — service codes, routing via transhipment ports, transit days, and sailing frequency. Use this when you need routing details beyond just transit time — e.g., which transhipment ports are used, what service string applies, or weekly frequency. For a quick transit time comparison across all carriers, use shippingrates_transit instead. PAID: $0.03/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: Array of { carrier, service_code, origin, destination, transit_days, transhipment_ports[], frequency, direct }.

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• submit_feedback

  InsideOut (Riley)

  FEEDBACK: Submit feedback, bug reports, or feature requests to Luther Systems Use this tool to forward user feedback directly to the Luther Systems team. This includes bug reports, feature requests, questions, or general feedback about InsideOut. The agent itself can also use this tool to report issues it encounters during operation. REQUIRES: session_id, category, message OPTIONAL: user_email (for follow-up), user_name, source (default: 'mcp'), initiator ('user' or 'agent') Categories: bug_report, feature_request, general_feedback, question, security The 'initiator' field tracks who triggered the report: - 'user' — the user explicitly reported the issue or requested feedback submission - 'agent' — Riley detected an issue and initiated the feedback flow Examples: - User says 'the deploy button is broken' → submit_feedback(category='bug_report', message='...', initiator='user') - User says 'I wish it had dark mode' → submit_feedback(category='feature_request', message='...', initiator='user') - Deployment failed with Terraform error → submit_feedback(category='bug_report', message='Deployment failed: Terraform apply error on aws_alb resource — timeout waiting for ALB provisioning', initiator='agent')

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• roamzy_status

  mcp-server

  Check Roamzy API status, including agent pause flags. Agents MUST call this before purchase attempts and back off if `purchases_paused=true`.

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• ibge_nomes

  IBGE Brasil MCP

  Queries name frequency and rankings in Brazil (IBGE). Features: 1. **Name frequency** (tipo='frequencia'): - Birth frequency by decade - Multiple names separated by comma - Filter by sex and locality 2. **Name ranking** (tipo='ranking'): - Most popular names - Filter by decade, sex, and locality Available decades: 1930-2010 Examples: - Frequency of "Maria": tipo="frequencia", nomes="Maria" - Compare names: tipo="frequencia", nomes="João,José,Pedro" - 2000s ranking: tipo="ranking", decada=2000 - Female names: tipo="ranking", sexo="F" Behavior: read-only and idempotent — a live GET against the public IBGE Nomes (Censo) API. Returns a Markdown table.

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• submit_feedback

  delegation-school

  Send the course team feedback FOR the learner — what's confusing, a bug, an idea, or praise. No grade, no admin key. Use it the moment a learner is stuck or reacts to something, AND always offer it when a session wraps ('anything confusing, or that you wish it did?'). Routes to the team's Slack + the feedback log so friction becomes a signal instead of a 1:1 text.

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• goal-request-ac-change

  Planner — provable "done" for AI agents

  Request a change to an acceptance criterion. grounds=unreachable (default): the AC cannot be proven — requires ≥3 failed evidence attempts (weak/mismatch) with 0 matches. grounds=wrong_criterion: the AC measures the wrong thing (owner never approved this wording, or a revealed fact shows it tracks something else) — no failed attempts required, but you MUST pass quotedFragment: a verbatim slice of the criterion text you claim is wrong (checked against the stored text), and the reason must name the unapproved wording or the finding; difficulty alone is rejected. An LLM judge screens the reason either way. On pass, creates an escalation for the goal owner to resolve (edit AC text, split to sub-goal, drop AC without creating a child, or reject). Grove mode only, goal must be in_progress.

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• list_meta_council_feedback

  Meta Council

  ADMIN ONLY: list platform-feedback reports — feedback about Meta Council itself, never a tenant's own business data — across all users for triage (requires an ADMIN_EMAILS account; everyone else gets a permission error). Filter by status, category, or severity.

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• relm_manage_webhook

  Relm CRM

  Pause or resume delivery for an existing webhook by id. action=enable/disable. To read one or inspect its delivery attempts, use relm_get_webhook. To remove it, use relm_delete_webhook.

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• shippingrates_transit_schedules

  FreightGate MCP Server

  Get detailed transit schedules for a specific carrier — service codes, routing via transhipment ports, transit days, and sailing frequency. Use this when you need routing details beyond just transit time — e.g., which transhipment ports are used, what service string applies, or weekly frequency. For a quick transit time comparison across all carriers, use shippingrates_transit instead. PAID: $0.03/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: Array of { carrier, service_code, origin, destination, transit_days, transhipment_ports[], frequency, direct }.

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• shippingrates_transit_schedules

  ShippingRates MCP Server (Apify)

  Get detailed transit schedules for a specific carrier — service codes, routing via transhipment ports, transit days, and sailing frequency. Use this when you need routing details beyond just transit time — e.g., which transhipment ports are used, what service string applies, or weekly frequency. For a quick transit time comparison across all carriers, use shippingrates_transit instead. PAID: $0.03/call via x402 (USDC on Base or Solana). Without payment, returns 402 with payment instructions. Returns: Array of { carrier, service_code, origin, destination, transit_days, transhipment_ports[], frequency, direct }.

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• enhancement_path

  Dali by Lulu

  Show the most reliable path from a bad grade to an A on this generator. Mines the Dali graph for all F/D → A/B enhancement pairs and surfaces the patterns that appear most consistently in the 'after' side. These are the highest-ROI moves for this specific generator. Use this when: - A prompt just scored D or F and you're not sure what to fix - You want to know which improvements matter most for a specific generator - You want to understand generator-specific enhancement strategy

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