"Rich" matching MCP tools:

• top_bandwidthA

  Netmon (demo)A

  Top NetFlow conversations over the last N minutes — the 'who's eating bandwidth right now?' question. Wraps GET /api/getTopBandwidth/{mins}, the same query that powers the dashboard live widget. Use this for short-window 'right now' inquiries. For longer windows (hours-to-days) or filtered top-talkers, use netflow_search instead — that tool has the rich filter set; this one is the live snapshot. Server-side cap: top 20 conversations by in-window bytes descending. We don't expose `top_n` — the upstream endpoint hardcodes the limit and there's no value in lying about that to the LLM. Each row: {src_host, src_id, src_ip, dst_host, dst_id, dst_ip, bytes, bps}. Hostnames come from the _dns view (PTR + custom overrides); src_id/dst_id are populated when the IP matches a monitored device. bytes is the conversation's in-window share (pro-rated), and bps is averaged across the window — not a live rate. Permission: vne. Examples: top_bandwidth({minutes: 5}) top_bandwidth({minutes: 60})

  ConnectorNo auth

• gsc_inspect_urlsA

  Opus Growth, Ad Platforms MCP ConnectorA

  Inspects the Google index status of MANY URLs in one call — a batch wrapper over gsc_url_inspect for site-wide crawl-freshness audits (which URLs Google recrawled since a content change, which are indexed, which were never crawled). Returns a compact row per URL — page_url, verdict, coverage (coverageState), last_crawl, indexing, google_canonical — deliberately WITHOUT the rich-results / mobile detail so the whole table stays within the result-size limit. page_urls is a list of full URLs (a comma/newline-separated string is also accepted). At most `limit` URLs per call, hard-capped at 20, because Google's URL Inspection API is quota-limited (~2000/day and 600/min per property); if a quota or rate error is hit mid-batch the tool STOPS and reports how many rows it managed. site_url must be a verified property. Same limit as gsc_url_inspect: requesting (re)indexing is not possible through any API.

  ConnectorOAuth

• get_channel_feedA

  PoolParty Main Stage AirtimeA

  Get rich recent airings and current queue evidence for a PoolParty channel. Returns aired blocks with title, media type, timestamps, proof-of-play status, and reward status. Also returns current queue positions with mintStatus and poolEligibility so agents can distinguish pre-mint, mint-pending, minted, pool-eligible, and ineligible blocks. get_channel_feed is a rich feed and may be large. Use it for diagnostic recent airing and queue evidence, mintStatus, poolEligibility, proof, and reward readbacks. For first-pass channel awareness, use get_channel_stream(channelSlug="main", limit=10) or the REST /api/channels/main/activity snapshot; use /api/channels/main/activity/stream when an SSE watch is intended. Read-only. No auth required.

  ConnectorNo auth

• send_messageA

  Fast MCP TelegramA

  Send text and optional file attachments to a Telegram chat. Supports reply-to (including forum topics and channel discussion groups), parse_mode: classic markdown/html/auto (entities) or rich (Rich Message document; dialect auto-detected). parse_mode=rich cannot be combined with files. File attachments as http(s) URLs, local paths, or data: URIs. When files are provided, the message text becomes a caption. For channel posts with reply_to_id, automatically posts in the linked discussion group. Success: dict with message_id, date, chat, text, status='sent', and sender info (rich messages also set rich=true and rich_format). Error: dict with ok=false and error string. Use send_message to create new messages; use edit_message to modify existing ones. Use send_message_to_phone when targeting a phone number instead of a chat_id. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.md

  Connector

  Destructive

  No auth

• send_messageA

  fast-mcp-telegramA

  Send text and optional file attachments to a Telegram chat. Supports reply-to (including forum topics and channel discussion groups), parse_mode: classic markdown/html/auto (entities) or rich (Rich Message document; dialect auto-detected). parse_mode=rich cannot be combined with files. File attachments as http(s) URLs, local paths, or data: URIs. When files are provided, the message text becomes a caption. For channel posts with reply_to_id, automatically posts in the linked discussion group. Success: dict with message_id, date, chat, text, status='sent', and sender info (rich messages also set rich=true and rich_format). Error: dict with ok=false and error string. Use send_message to create new messages; use edit_message to modify existing ones. Use send_message_to_phone when targeting a phone number instead of a chat_id. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.md

  Connector

  Destructive

  No auth

• get_market_snapshotA

  mtgmon Mortgage AnalyticsA

  Latest U.S. mortgage rates, TBA par coupons, Treasury and SOFR benchmarks, and mtgmon's fitted MBS basis in one call. No arguments. Use for: "what are mortgage rates today", 30y vs 15y, current coupon, 2y/10y Treasury, SOFR swap levels, whether MBS spreads are rich or cheap versus the model. Do not use for: rate history (not exposed here) or GSE loan performance (get_loan_performance). Returns data.rates, a list of up to 9 points {series, date, value, previous_value, change} for series MORTGAGE30US and MORTGAGE15US (Freddie Mac PMMS, weekly), tba_par_coupon_30y and tba_par_coupon_15y, 2Y and 10Y Treasury, and SOFR O/N, SOFR 2Y, SOFR 10Y; plus data.mbs_basis {model_version, latest_date, latest_basis_bps, latest_fair_bps, latest_gap_bps, latest_gap_zscore, r2_level_full_sample, ec_half_life_days, ...}. Rates are percent, basis is basis points. Series have different observation dates; quote each point's own date. Behavior: read-only, no auth or API key, no PII, idempotent and safe to retry. The public endpoint https://mtgmon.com/mcp allows about 60 requests/min and 250 tool calls/day per client IP. Result shape is {data, meta}; meta carries available, as_of, source_scope, weighting, units, cache_status, caveats, and truncated. If meta.available is false the data is unavailable or the cache is still warming (retry after a few seconds); never report it as zero.

  ConnectorNo auth

• search_freebiesA

  Andrew's FreebiesA

  Use this when the user needs explicit corpus scope, result limits, or a rich normalized list rather than the standard citable search/fetch flow. It is read-only: the default uses site-controlled actionable U.S. trials and savings, while only an explicit open-source scope reads public GitHub. Use public-benefits only for eligibility-based services. Do not use it for purchases, account access, or guaranteed eligibility.

  ConnectorNo auth

• list_transcriptionsA

  QuillHubA

  Cursor-paginated list of transcriptions, newest first by default (pass `order` to change it). Each row is a rich summary: title, summary, key_theses, highlights, action_items ({text, who?, due?}), decisions, topics, terms, participants (resolved speaker names), project {id,name}, workspace {id,name}, author, duration — NOT the full transcript. Filters: `q` substring search; `created_after`/`created_before` for date ranges (e.g. "last 2 weeks" → created_after = now minus 14 days, ISO 8601); `workspace_id` to include teammates' shared recordings from that workspace (get ids from `list_workspaces`); `project_id` to narrow to one project, or 0 for the workspace Inbox (recordings not assigned to any project). Without `workspace_id` you only see recordings you created. To read content, call `get_transcription` with the row id and a `format`. Empty/absent fields are omitted from responses — a missing key means empty, not unknown (the envelope's `next_cursor` is the only exception: it stays `null` to signal the end of pagination).

  ConnectorOAuth

• search_recipesA

  weReciA

  Search the recipe collection semantically (dense + ColBERT hybrid) to gather the members of a theme. Pass a rich natural-language concept, not just a keyword — e.g. 'cozy cold-weather baked desserts', 'bright summer salads with fresh vegetables', 'Latin American and Caribbean mains', 'anything featuring apples'. Returns up to `limit` compact hits {id,title,cuisine,dietary,cookbook}. Call once per theme concept; call again with a broader/narrower query if a group is too small or too big. Do NOT rely on cuisine labels alone — many recipes are unlabelled and only reachable by concept search.

  ConnectorOAuth

• neuron_create_blog_postA

  neuronB

  Create a new blog post. Body can be authored two ways: (1) `content` as markdown (GFM) + inline raw HTML, or (2) `blocks` — a structured array of typed layout blocks rendered as styled components (heroes, columns, callouts, code cards, embeds, CTAs, sanitized custom HTML). Prefer `blocks` for rich, magazine-style layouts; use `content` for simple prose. If both are given, `blocks` renders and `content` is kept as a fallback.

  ConnectorNo auth

• picorn_editor_add_layerA

  PicornA

  Add a native editor layer. Supported types: text, image, shape, group, qr, video, audio. SVG uses an image layer with isSvg:true. Position is the layer CENTER in canvas pixels. The layer accepts the same persisted fields as /editor: transforms, opacity, blendMode, text styles/effects/rich text, image filters/customFilters/crop/masks/local effects/perspective, shape gradients/strokes/shadows, QR styling, timeline ranges, trims, volume, and keyframes. Returns the changed slide as an inline preview automatically.

  ConnectorNo auth

• traceable_segment_writeA

  TraceableA

  Replace a whole segment with the given TrMD — the primary bulk-authoring tool. Existing rows in the segment are soft-deleted (links to them are marked broken), so use traceable_block_write/traceable_block_update for incremental edits. Author multi-column bands with [[column-start count=N]] … [[column-break]] … [[column-end]] (one rich-text cell per column), and ID grids with [[id-header types=id,text,link]] + a label row followed by [[id-row id=…]] rows (link cells take whitespace-separated TraceID names). The title_* segments are the optional title page; writing to them on a document whose title page is switched off stores the content but it will not render until the page is enabled in the app.

  Connector

  Destructive

  OAuth

• edit_messageA

  Fast MCP TelegramA

  Replace the text of an existing message in a Telegram chat. Only works on messages sent by the authenticated account. Cannot edit media or other message attributes — text only. parse_mode: classic markdown/html/auto or rich (Rich Message; dialect auto-detected). Success: dict with message_id, date, chat, text, status='edited', and edit_date (rich messages also set rich=true and rich_format). Error: dict with ok=false and error string (e.g. message not found or not editable). Use edit_message to update a previously sent message; use send_message to create new ones. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.md

  Connector

  Destructive

  No auth

• edit_messageA

  fast-mcp-telegramA

  Replace the text of an existing message in a Telegram chat. Only works on messages sent by the authenticated account. Cannot edit media or other message attributes — text only. parse_mode: classic markdown/html/auto or rich (Rich Message; dialect auto-detected). Success: dict with message_id, date, chat, text, status='edited', and edit_date (rich messages also set rich=true and rich_format). Error: dict with ok=false and error string (e.g. message not found or not editable). Use edit_message to update a previously sent message; use send_message to create new ones. Full documentation: https://github.com/leshchenko1979/fast-mcp-telegram/blob/main/docs/Tools-Reference.md

  Connector

  Destructive

  No auth

• get_ade_statsA

  Pet Data StationA

  FDA animal-drug adverse-event (ADE) stats per active ingredient (openFDA CVM report database, 68 compiled ingredients). ingredient: active-ingredient name or substring, e.g. 'afoxolaner', 'carprofen', 'fluralaner'. species: optional filter, e.g. 'Dog', 'Cat', 'Horse' — restricts to ingredients reporting that species and returns only that species' count. Returns structured summary stats (total reports, species breakdown, top VEDDRA reactions) parsed from C1-verified topics — report-level aggregates, not additive, not causation. Full citation-rich text via get_topic_context(topic_id).

  ConnectorNo auth

• research_bulkA

  trendflowA

  Researches up to 10 topics in a single call, each with the same full picture as `research_trend`: interest over time, where it is most searched, and related queries. Each topic is looked up on its own scale, so they are not comparable to one another. Use this when you need data across many topics — a long or rich research pass — instead of one tool call per topic. Each section is fetched independently, so a partial result is normal: any section that fails carries an `error` instead of data and the rest still returns.

  ConnectorNo auth

• search_ideasA

  TrendIdeaA

  Search across your own ideas and the public marketplace by keyword, type, VC score range, sector, claim status or visibility. Returns rich results with a description snippet, trend and claim status so you can spot ideas worth claiming. Read-only and free; leave the query empty to browse with filters only.

  ConnectorNo auth

• get_iv_hv_premiumA

  Alphanume DatasetsA

  Volatility risk premium screener: answers "are this name's options rich or cheap right now?" For every liquid US optionable equity, per trading day: ~30-day at-the-money implied volatility (iv) vs ~30-day realized volatility (hv), their spread (iv-hv) and ratio (iv/hv), plus daily cross-sectional percentile ranks and z-scores for each measure, option notional volume, and the ATM strike/expiry/spot used. Rows update intraday (is_final=0) and settle after the close (is_final=1). Use it to find overpriced premium to sell (high iv_hv_ratio / min_ratio_rank near 1), underpriced options to buy, or to track one ticker's premium history via `ticker`. Requires an Alphanume Pro API key. A 403 PRO_SUBSCRIPTION_REQUIRED or DATE_RANGE_RESTRICTED error means the key's plan does not cover the request -- it does not mean the data is missing.

  ConnectorNo auth

• build_get_skillsA

  SuperoB

  Fetch a Supero build reference. doc='skills' (default, the spec you MUST follow) | 'components' (the real pre-built SDK component/global catalog — read so you don't reinvent UI) | 'rubric' (the rich-app quality checklist — what 'stunning' means) | 'landing' (compact landing-page derivation + quality bar — MANDATORY read for public-facing apps) | 'integrations' (the EXACT services.* wrapper→service_id→args map for email/sms/stripe/ai/etc.) | 'web' / 'transactional' / 'workflows' / 'mobile' / 'services' (deep companion docs) | 'e2e_testing'. Returns the doc + a content version + the SDK floor to pin. Read 'skills' FIRST, then 'components' + a matching build_get_examples before you author UI. Docs are PAGED (~32KB/section): when the header says more:true, fetch the next section with offset=<next_offset> — never re-fetch from 0.

  ConnectorNo auth

• log_eventA

  GogiA

  Log and persist a custom activity event. Writes a permanent, non-idempotent event record to Gogi's backend database (retained indefinitely) which is displayed to the user in the UI Activity Feed / agent timeline. Repeated calls with the same details will create duplicate timeline records. WHEN TO USE: Streaming inner thoughts, reasoning steps, heartbeat signals, current status, or execution milestones to provide an audit trail of the agent's thinking process. WHEN NOT TO USE: Do NOT use this tool for reporting trades, orders, or portfolio/position queries. Standard action tools (e.g., execute_trade, close_positions, execute_prediction) automatically emit their own rich timeline events; logging them again is redundant and creates database spam.

  ConnectorOAuth

• ine-spain.series.dataA

  apibaseB

  Get up to 100 most-recent data points plus rich metadata (period name, provisional flag) for ONE specific series (series_code, e.g. "IPC251856" — from an ine-spain.table_data result COD field or the INE website). An unrecognized series_code returns an empty upstream response. Data: servicios.ine.es (INE Tempus3 API), no auth required.

  ConnectorNo auth