"Unicode" matching MCP tools:

• encode_decode

  mcp

  Use this when you need to encode or decode text and want multi-byte and entity edge cases handled correctly rather than doing it by hand. Deterministic: same input, same output. The mode selects the operation: url-encode/url-decode (percent-encoding), html-encode/html-decode (entity table plus numeric character references), base64-encode/base64-decode (UTF-8 safe; decode tolerates URL-safe alphabet, whitespace, and missing padding), and unicode-encode/unicode-decode (\uXXXX and \u{...} escapes for non-ASCII). Every mode returns the same shape: {mode, output}. Example: mode base64-encode, text "héllo" -> output "aMOpbGxv".

  Connector

• resolve_names

  mcp

  Resolves a batch list of specific location queries (landmark names or exact addresses) into canonical Google Maps Place IDs. **Input Requirements (CRITICAL):** 1. **`queries` (array of objects - MANDATORY):** A list of location queries to resolve. You may specify up to 20 queries. * **Each query object must have:** * **`text` (string - MANDATORY):** The text query representing a specific place name or address to resolve. * **Examples:** `'Googleplex, Mountain View, CA'`, `'1600 Amphitheatre Pkwy, Mountain View, CA'`, `'Eiffel Tower, Paris'`. 2. **`location_bias` (object - OPTIONAL):** Use this to prioritize results near a specific geographic area. * **Format:** `{"viewport": {"low": {"latitude": [value], "longitude": [value]}, "high": {"latitude": [value], "longitude": [value]}}}` 3. **`region_code` (string - OPTIONAL):** The Unicode CLDR region code (two-letter country code, e.g., `US`, `CA`) of the user to bias the results. **Instructions for Tool Call:** * Specificity (CRITICAL): Queries must represent a specific place name or address. General searches like `'restaurants'` or chain names like `'Starbucks'` are not supported. * Do NOT call this tool if the downstream tools you plan to invoke already accept raw address or place name strings directly. **Error Handling (CRITICAL):** * This is a batch processing tool. A request might return "mixed results" (e.g. some queries resolve successfully while others fail). * The output list of `results` is guaranteed to map 1:1 with the input `queries` indices. A failed query will result in an empty `Result` message (no `entity` is set) at its corresponding index in the `results` list. * You **MUST** check the `failed_requests` map field in the response to identify which specific query index failed. The key of `failed_requests` represents the 0-based index of the failed query in the request. Do not assume the entire batch call failed because of a partial failure.

  Connector

• pentest_encode

  pentest-mcp-server

  Transform a payload string through one or more encoding layers for bypass research during authorized testing. Accepts a chain of encodings applied in order (e.g., ["unicode", "url", "base64"] applies Unicode → URL-encode → base64). Returns the transformed payload with a step-by-step decoding explanation: how a WAF or server would decode each layer, and why the combined encoding might bypass a specific filter. Use to understand filter bypass mechanics in an authorized engagement and to confirm that a target's decoding pipeline matches an expected bypass path. Payloads are transformed mathematically — no live probing occurs.

  Connector

• compute

  Drillable

  A deterministic AGGREGATE over ONE corpus's COMPLETE set — the calculated-query shape ("how many X", "break X down by Y", "which is most common"). Requires `domain`; optional `filter` scopes the set (e.g. {"spirit":"gin"}); optional `by` (a record field) returns the count PER value, sorted, with the largest. Built ON `enumerate`, so it inherits the completeness contract: over an INCOMPLETE set it ABSTAINS rather than undercount. It counts on GROUND and refuses to crown a "best"/worth ranking (that has no oracle — the user's call). For the records/categories themselves use `enumerate`. Mounted corpora: calendar, building-codes, gearing, colorimetry, first-aid, tuning, wire-gauge, preferred-numbers, strength-training, unix-permissions, number-bases, cognitive-psychology, braille, semver, cron, unicode, timezones, metar, glob, ieee754, http-status, uuid, base-encodings, percent-encoding, dms-coordinates, gray-code, hashing, classical-ciphers, hamming-code, geohash, mac-address, poker-hands, capacitor-codes, iso-duration, dice-probability, scrabble-score, mach-number, chords, dtmf, base85, theoretical-ecology, checksums, bloom-filter, search-heuristics, solar-times, blood-alcohol, maidenhead-locator, brewing, celestial-navigation, electrochemistry, structural-mechanics, regex, psychrometrics, photographic-exposure, photometry, rf-link, screen-resolution, color-names, type-sizes, vin, drill-bit-sizing, iso-country-codes, itu-e164, mime-types, finite-automata, ac-circuits, currency-codes, elliptic-curves, queueing-theory, totp-hotp, computational-geometry, crockford-base32, iana-port-numbers, acoustics, magnetism, hydrostatics, gas-laws, blackbody-radiation, antenna-gain, bcp47, dimensionless-numbers, iso-language-codes, dns-record-types, midi-messages, kinematics, digital-logic, clothing-sizes, knitting-needle-gauge, pipe-size, winemaking-math, ansi-escape-codes, radiation-dosimetry, transmission-lines, cribbage-scoring, running-pace, dnd-math, bowling-scoring, tire-size, abn-acn, sedol-cusip, damm-verhoeff, iso-6346, iso-7064, hydrogen-spectrum, material-elasticity, pump-affinity, control-theory, em-plane-waves, ordinary-differential-equations, posix-signals-reference, quaternions-reference, origami-flat-foldability-theorems, trailer-hitch-ball-coupler-classes, bayesian-inference, issn-check, ean-barcode, iana-uri-schemes, aquarium-chemistry, iso-thread, knitting-needle-sizes, bearing-sizes, horology, rocket-propulsion, rolling-element-bearing-life, iec-60320, sae-viscosity, hat-sizes, darts-scoring, complex-numbers, lambda-calculus, combustion-stoichiometry, ham-radio-bands, miniature-scale, fracture-mechanics, torsion, catenary, open-channel-hydraulics, gaussian-beam-optics, nato-phonetic, lei, fen-pgn, nmea-0183, phonetic-algorithms, lumber-grades-dimensions, film-speed-iso, telescope-optics, tabletop-rpg-probability, z-transform, generating-functions, terzaghi-bearing-capacity, icao-doc8643, imei-reference, gs1-ai, ulid, postal-barcodes, photographic-paper-sizes, fishing-line-ratings, sorting-algorithms, candle-making, pool-billiards-geometry, sourdough-ratios, electromagnetic-induction, probability-distributions, isentropic-flow, fatigue-life, ghs-hazard, abrasive-grit-sizes, cycling-power-zones, dynamic-programming-recurrences, smtp-reply-codes, un-locode, chain-pitch, string-gauges, sewing-pattern-grading, aquaculture-stocking-density, polynomial-arithmetic, nhs-number, diode-junction, elastic-collisions, pressure-vessel, reverberation-time, ieee-ethertypes, icao-mrz, http-methods, tls-alerts, bwt-mtf, bicycle-wheel-sizing, silk-thread-nm-denier, soapmaking-lye, iso-3166-2, context-free-grammars, dc-motor-equations, usb-class-codes, film-frame-rates, aperture-f-stop-series, golf-handicap, hydroponics-nutrients, sewing-fabric-math, resin-mixing-ratios, pdf-structure, piping-water-hammer, hertzian-contact-stress, photovoltaic-cell-performance, un-ece-vegetable-fruit-grading-standards, iata-airport-delay-codes, un-transport-hazard-class-un-numbers, faa-nas-airspace-classes, sieve-mesh-sizing, disc-golf-flight-numbers, beekeeping-hive-math, vinyl-record-cutting-specs, houseplant-light-and-watering-calc, cellular-automata-rules, error-correcting-codes-beyond-block, climbing-rope-and-anchor-ratings, knot-invariants, fiber-dispersion, osmotic-pressure-solutions, naics-sic-classification, isni-checksum, shotgun-gauge-and-choke, rope-cordage-strength-and-diameter, screen-mesh-count-and-particle-sizing, battery-cell-form-factor-codes, xor-filter, kite-line-and-wind-window, clothing-glove-size-standards, wasm-module-header, protobuf-wire-format, rankine-cycle-efficiency, aes-fips-block-parameters, voronoi-delaunay, np-completeness-reductions, hidden-markov-viterbi, png-ihdr-fields, mbr-partition-table, fuzzywuzzy-rapidfuzz-string-similarity-api-reference, v-belt-sprocket-sizing, e164-carrier-mnc-mcc, faa-nav-aid-frequency-bands, go-baduk-scoring, zip-central-directory-header, curling-scoring, mahjong-hand-scoring, sudoku-difficulty-rating, dominoes-scoring, base45, pbkdf2, hkdf, hvac-duct-sizing, board-game-elo-scoring, tide-and-moon-phase-almanac, obd2-pids, emission-designators, runway-designators, qr-code, iban-structure, sewing-needle, experiment-design, iana-link-relations, crystallography, png-chunk-type, wind-turbine-aerodynamics, rf-noise-and-link-budget, icd-10-cm, un-sdg-indicator-framework, iso-20022-message-types, world-heritage-list-criteria, german-tax-id-checksum, hydraulic-hose-fitting-sizing, spectacle-frame-and-lens-sizing, beer-lambert-spectrophotometry, induction-motor-slip-torque, corrosion-rate-faraday, seebeck-thermoelectric-generation, viscosity-shear-rheology, imo-ship-number, itu-callsign-allocation, alcohol-proof-abv, code128-code39-barcode-checksum, usp-suture-sizing, precious-metal-fineness, hop-alpha-acid-ibu, guitar-fret-spacing, juggling-siteswap, knots, leathercraft-stitch-and-skiving, data-structure-complexity, ipv4-tcp-header-bitfields, cologne-phonetic-and-match-rating, needleman-wunsch-smith-waterman-alignment, un-vienna-road-signs, billiards-collision-physics, naismith-trail, statistical-mechanics, population-genetics, electrical-transformer-turns-ratio, unicode-script-property-values, sd-card-speed-class, rebar-sizing-astm-a615, pool-spa-water-chemistry, home-canning-process-times, seismic-magnitude, battery-peukert-discharge, ac-skin-effect-transformer-losses, cpf-cnpj-nif-national-id-checksums, grib2-wmo-bitstream-header, aamva-drivers-license-barcode-pdf417, ntp-timestamp-format-and-leap-indicator, o-ring-sizes, npt-pipe-thread, saami-ammunition-caliber, linear-programming-simplex, clausius-clapeyron-vapor-pressure, fips-state-county-codes, usda-plants-taxonomic-registry, orifice-venturi-flow-meter, beer-style-specs, doppler-effect, compton-scattering, ipa-phonetic-alphabet, library-of-congress-classification-outline, nail-size-penny-system, book-format-folio-quarto-octavo, wine-bottle-nomenclature-volumes, garden-hose-thread-ght, wheel-bolt-pattern-pcd, stable-matching-gale-shapley, bezier-de-casteljau-splines, hall-effect, gyroscopic-precession, photoelectric-effect, combinatorial-game-theory-nim-sprague-grundy, un-m49-region-codes, hvac-filter-merv-rating, paper-basis-weight-system, flag-semaphore-encoding, uv-index-calc, watch-movement-ligne-sizing, model-rocket-motor-classification, cornhole-scoring, skin-cancer-epidemiology, chaos-theory-fractal-dimension, thermal-expansion-coefficients, agma-gear-tooth-bending-stress, bolt-preload-torque-tension, magnetic-circuit-reluctance, ashrae-refrigerant-designations, upu-s10-tracking-number, rubiks-cube-notation-and-metrics, food-additive-e-numbers, multihash-cid, axe-throwing-scoring, voting-tally-methods, canine-caloric-requirements, maritime-mid-ship-station, fire-hose-thread-sizing, ski-binding-din-release-setting, zipper-tooth-gauge-sizing, racket-stringing-tension-and-pattern, arrhenius-equation, larmor-radiated-power, npsh-cavitation-margin, centrifugal-fan-laws, magnus-effect, pop-rivet-sizing, michaelis-menten-enzyme-kinetics, larmor-precession, itu-r-recommendation-v431-frequency-band-nomenclature, voltage-drop-conductor-sizing, grounding-electrode-resistance, chimney-stack-effect-draft, concrete-water-cement-ratio-strength, helmholtz-resonator-port-tuning, propeller-pitch-slip-thrust, pencil-lead-diameter-and-hardness-scale, hydraulic-jump-open-channel-flow, epa-air-quality-index-breakpoints, concrete-maturity-method, wet-bulb-globe-temperature-wbgt, capstan-belt-friction-equation, iala-maritime-buoyage, iau-constellation-codes, egg-size-grading, respirator-filter-class-rating, resin-identification-codes, nfpa-fire-extinguisher-classification, iucn-red-list-categories, enhanced-fujita-scale, proquint-encoding, electrical-conduit-trade-size, fishing-hook-size, baume-specific-gravity-converter, kalman-filter-and-state-estimation, coriolis-effect-deflection, coulombs-law-electrostatic-force, stokes-law-terminal-velocity, helical-compression-spring-rate, clothing-pattern-drop-and-suit-size-system, bowling-ball-drilling-layout, tippet-x-diameter-calculator, curie-weiss-magnetic-susceptibility, penman-monteith-reference-evapotranspiration, camera-lens-filter-thread-and-step-ring-sizing, amateur-radio-contest-scoring, optimal-stopping-theory, cherenkov-radiation-angle, zeeman-effect-splitting, josephson-junction-relation, thermal-expansion, malus-law-polarization, hazen-williams-pipe-flow, extended-surface-fin-heat-transfer, fillet-weld-strength, isan-check-character, iswc-check-digit, rifle-scope-moa-mrad-conversion, cvss-scoring, dicom-tag-dictionary, fips-140-security-levels, rutherford-scattering-cross-section, ais-navigation-status-message-types, nema-wiring-device-configurations, rfc5322-email-address-grammar, tor-v3-onion-address, railway-signal-aspects-and-block-rules, uic-wagon-number-check-digit, asl-fingerspelling-manual-alphabet, retrieval-metrics, vehicle-stopping-distance, vcard-property-registry, iana-root-zone-tld-registry, nato-stanag-military-rank-codes, bip39-mnemonic-checksum, nema-mg1-motor-frame-sizes, larson-miller-creep-rupture-parameter, icao-wake-turbulence-separation-calculator, contract-bridge-hand-evaluation, simple-machines-mechanical-advantage, led-photodiode-responsivity-and-quantum-efficiency, icao-notam-q-code-contractions, sysexits-posix-exit-codes, marc21-code-lists, fix-protocol-tag-dictionary, mutcd-traffic-sign-codes, isbn-registration-group-ranges, nordic-personal-id-checksum, table-tennis-scoring, flywheel-kinetic-energy-storage, iec-60529-ip-code-structure, radiation-pressure, gravitational-lensing-deflection, wmo-cloud-atlas, wind-speed-averaging-conversion, FCC-NWS-SAME-event-codes-EAS, transponder-squawk-codes, icd-10-pcs-code-decoder, nema-250-enclosure-type-ratings, richardson-dushman-thermionic-emission, posix-errno-codes, win32-hresult-facility-codes, basel-conv-hazard-codes, sql-sqlstate-codes, badminton-scoring, icao-wake-turbulence-category-assignment, dewey-decimal-classification, mohs-hardness-scale, glasgow-coma-scale, torino-impact-hazard-scale, bortle-dark-sky-scale, textile-care-symbols-iso3758, un-dangerous-goods-placard-design-orange-book, backgammon-pip-count-and-cube, union-find-disjoint-set, quadratic-residues-jacobi-symbol, cigar-ring-gauge, surfboard-volume-calculator, seawater-sound-speed-equations, french-gauge-medical-tubing, duplicate-bridge-matchpoint-scoring, blackjack-basic-strategy-ev, rack-units, eip-55-checksum-address, iccid-sim-card-checksum, iso-15924-scripts, welding-rod-electrode-classification-aws, pinewood-derby-physics, golay-code-23-12, vexillology-flag-construction-proportions, pagerank-power-iteration, raft-consensus-safety-properties, rohs-weee-marking-symbols, ssh-key-fingerprint, woodturning-lathe-speed, table-of-consanguinity-relationship-calculator, apgar-score, mil-std-810-environmental-test-methods, turntable-tonearm-alignment-geometry, roller-derby-jam-scoring, gemstone-carat-weight-from-dimensions, coin-melt-value, computability-turing-machines, public-key-crypto-arithmetic, real-time-scheduling-theory, order-theory-lattices, ipv6-header-bitfields, baking-pan-volume-substitution, bicycle-spoke-length-calculation, freediving-depth-pressure-tables, croquet-and-bocce-scoring-and-legality, skip-list-probabilistic-height, merkle-tree-proof-verification, pickleball-scoring-and-rules, sound-transmission-mass-law, home-roasting-coffee-first-crack-development, elf-header-fields, pcap-global-header-fields, dns-header-bitfields, falconry-jess-and-weight-management, pottery-throwing-and-clay-shrinkage, wine-appellation-classification-systems, un-spsc-product-classification, rubber-plastic-shore-durometer-hardness, tea-brewing-parameters, rowing-ergometer-pace-power, fabric-gsm-areal-density-conversion, kombucha-fermentation-math, fdi-dental-tooth-numbering, precious-metal-hallmark-purity-marks, eu-vat-number-checksum, z-base-32-codec, solar-panel-tilt-poa-irradiance, specific-heat-sensible-latent-load, rxnorm-normalized-drug-names, lockpicking-pin-tumbler-tolerance, loinc-observation-codes, fpv-drone-motor-prop-math, aci-318-reinforced-concrete-flexural-capacity, consensus-quorum-arithmetic, tcg-deck-draw-probability, iso6709, usps-pub28-abbreviations, adts-aac-frame-header, fermi-dirac-statistics, pickleball-equipment-specs, butterworth-chebyshev-filter-design, hash-table-load-factor-and-collision-math, munsell-color-notation, geologic-time-scale-ics, douglas-sea-scale, palermo-impact-hazard-scale, eyring-transition-state-theory, debye-huckel-activity-coefficient, sausage-casing-diameter-standards, economic-inequality-indices, tournament-tiebreak-systems, acupuncture, cocktail, camera, law, copyright, trademark, music-theory, supplements, writing-style, minecraft-dungeons, spanish, medical-denials, languages, behavioral-econ, baseball, agent-practices, pokemon, mcp, readability, citations, relay, models, self-oracle, recall-traps, units, tax, physics, logic, astronomy, biology, geography, medicine, chemistry, math, eurorack, cooking, personal-finance, stardew, coffee, electronics, physiology, diving, decibels, subnetting, textile-gauge, statistics, chess-endgames, woodworking, rating-systems, check-digits, paper-sizes, swe-claim-denial, psychology, roman-numerals, minecraft-mods, encodings, hardiness-zones, terraria, aspect-ratio, resistor-color-code, incoterms, soundex, zigbee, wind-chill, saffir-simpson, dataviz, patents, shoe-size, crc, base58, bech32, reed-solomon, string-similarity, compression, prng, computus, hyperloglog, peppers, tomatoes, fluid-mechanics, information-theory, combinatorics, graph-algorithms, linear-algebra, algorithm-complexity, coding-theory, fourier-analysis, numerical-methods, heat-transfer, markov-chains, orbital-mechanics, html-named-character-references, thermodynamics, geometric-optics, convex-optimization, nuclear-decay, fresnel-equations, myrcene, itu-q-code, 3d-printing, arrow-spine, camera-film-formats, mechanical-vibrations, fiber-optics, beaufort-scale, iana-protocol-numbers, boolean-algebra, game-theory, bolts-screws, standard-atmosphere, capillary-action, tcr-therapy, software-licenses, gauge-systems-industrial, ring-sizes, three-phase-power, http-headers, group-theory, molecular-diffusion, tabletop-wargaming-probability, matrix-decompositions, count-min-sketch, punycode, photovoltaic-cell-model, faa-n-number, orcid-checksum, swift-bic-format, projectile-ballistics-drag-corrected, faa-airport-codes, iso15459-license-plate, typography, tides, ndc, epsg, hts, elevator-rope-crane-wire-rope-classification, ecfr, regular-expression-derivatives, scientific-method, mtg-rules, cas-registry-checksum, international-code-of-signals, garden-perennials, usb-device-descriptor, compost, flag-semaphore, shipping-container-iso-6346-sizing, beer-styles, ceramics-glaze-chemistry, compost-cn-ratio, archimedes-buoyancy-and-flotation, iso-7010-safety-signs, sun-safety, market-identifier-codes, horseshoe-pitching-scoring, voting-theory-social-choice, merchant-category-codes, isrc, iso-3166-3, isil, cfi, perfume-concentration-and-dilution, cheesemaking-recipe-math, wcag-success-criteria, iec-60529-ip-rating-codes, pencil-graphite-hardness-grading, iarc-carcinogen-classification-registry, hornbostel-sachs-instrument-classification, ethernet-cable-category-ratings, chemical-compound-physical-properties, tippet-x-rating, weir-flow-discharge, who-atc-drug-classification, schwarzschild-radius, iata-icao-airline-designators, hl7v2-message-type-registry, nfpa-704-fire-diamond, dea-controlled-substance-schedules, icao-wake-turbulence-category, usda-beef-quality-grades, koppen-climate-classification, modified-mercalli-intensity, ansi-a13-1-pipe-marking, volcanic-explosivity-index, digit-lottery, rayleigh-scattering-intensity, grounded-retrieval, asme-y14-5-gdt-symbols, automotive-blade-fuse-sizing, figure-skating-scoring, ioc-noc-codes, icd-10-pcs, aiga-dot-symbol-signs, universal-dependencies-relations, lsh-minhash, string-matching-algorithms, gymnastics-code-of-points, archery-target-scoring, wind-load-structures, seawater-sound-speed, messier-catalog, grpc-status-codes, cwe-weakness-taxonomy, cites-appendices, climbing-grade-conversion-scales, fire-sprinkler-k-factor-sizing, colregs-navigation-rules, osha-permissible-exposure-limits, ada-2010-accessible-design-standards, cdc-acip-immunization-schedule, un-human-rights-instruments, ipcc-climate-findings, rfc2119-bcp14-requirement-keywords, montreal-protocol-controlled-substance-annexes, hl7-fhir-r4-resource-type-registry, roller-chain-sizing, sec-edgar-filing-rules, systemd, esrb-pegi-content-rating-systems, consumer-product-recalls-policy, antitrust-merger-guidelines, epidemiology-surveillance, usda-egg-poultry-inspection-grade-marks, un-dangerous-goods-packing-instructions, scientometrics, kayak-canoe-hull-speed, radar-range-equation, food-recalls, supreme-court-holdings, wmo-present-weather-code, who-pheic-declarations, us-place-gazetteer, fmcsa-hours-of-service-limits, gdpr-administrative-fine-tiers, fmla-employee-eligibility-thresholds, uspstf-screening-grades, ada-diabetes-diagnostic-criteria, flsa-overtime-exemption-thresholds, cpsc-childrens-product-lead-limits, fda-major-food-allergen-labeling, fatf-aml-cft-recommendations, ramsar-wetland-designation-criteria, who-preeclampsia-diagnostic-criteria, bluetooth-company-identifiers, spirits-standards-of-identity, eeoc-charge-filing-deadlines, faa-part107-small-uas-operating-limits, salometer-brine-salinity, fda-food-code, national-register-historic-places-criteria, codex-alimentarius-food-standards, fda-orange-book-therapeutic-equivalence, nist-cybersecurity-framework, geneva-conventions-ihl-articles, source-registry, diagnostic-ultrasound-safety-indices, tiff-image-file-directory.

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• deep_research

  Unicode

  ACCOUNT REQUIRED (free — sign in via GitHub at https://pipeworx.io/signup; depth:"thorough" needs a paid plan). If you are not signed in, use ask_pipeworx instead — it works on every tier. Grounded multi-source research across Pipeworx's 1354 STRUCTURED data sources (SEC filings, FRED/BLS economics, FDA, USPTO patents, markets, science, government records, etc.) in ONE call — this is NOT open-web search. Decomposes your question into focused facets, routes each to the right one of 5,141 tools IN PARALLEL, and returns a findings packet: verbatim evidence + confidence + source + fetched_at + a stable pipeworx:// citation per finding, with explicit gaps[] for facets the data couldn't answer (never invented). Best for broad/multi-part questions over structured data ("compare X and Y's regulatory + financial exposure", "research the filings + market picture for ACME"). For a single lookup use ask_pipeworx (one LLM call, not many). For BREAKING or colloquial CURRENT-NEWS / "what's the world saying about X" topics, prefer ask_pipeworx — it routes to live news APIs and the *-news-feeds packs; deep_research returns mostly empty gaps[] when the topic isn't in the structured catalog. Second-hop iteration: depth:"standard" re-angles unanswered gaps (gap recovery); depth:"thorough" additionally chases the best leads from the first pass — so multi-step questions resolve in one call. Every finding carries a `hop` field and a citation_uri (record-level pipeworx:// when the source emits one, else source-level). "standard" and "thorough" also return contradictions[] flagging findings that disagree. Large records are semantically excerpted to the passages relevant to each facet (not head-truncated), so answers deep in a long filing/series aren't missed. Expect 15-60s (thorough with its follow-up + contradiction pass: up to ~90s).

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• recent_changes

  Unicode

  "What's new with X" / "latest on Y" / "what happened to Z this week / month / quarter" / "updates on Acme" / "news on Tesla recently" / "what's happening with Apple" — change feed for a company in the last N days/weeks/months in ONE parallel call. Fans out to SEC EDGAR (filings since `since`), GDELT→GNews fallback (news mentions in window — GDELT preferred, GNews when rate-limited or 5xx), USPTO (patents granted; PatentsView API sunset May 2025 so this soft-fails until reactivated). `since` accepts ISO date ("2026-04-01") or relative shorthand ("7d", "30d", "3m", "1y"). Returns structured changes[] grouped by source + total_changes count + pipeworx:// citation URIs. Use entity_profile instead when you want the static profile (filings + fundamentals + LEI + patents) regardless of window.

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• scan_dependency

  Unicode

  Composite "should I add this npm package to my project" check in ONE call — fans out across deps.dev (license + advisories + version history) and bundlephobia (gzipped/minified bundle size, dependency count, ESM/tree-shake support). Use whenever an agent asks "is X safe / popular / small" or "what does adding lodash cost me". Returns a summary block (is_latest, license, published_at, advisory_count, bundle_kb_min, bundle_kb_gz, dependency_count, has_esm, tree_shakeable), per-advisory detail, links, and a list of recent alternative versions. NPM ecosystem only in v1; PyPI / Maven / Cargo / Go fall under deps.dev:version directly. Partial failures degrade gracefully — bundlephobia's first measurement on a new version can take 5-30s; sources_failed will list it if it times out, the rest still returns.

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• polymarket_arbitrage

  Unicode

  Find arbitrage opportunities on Polymarket via monotonicity violations + partition-sum checks. Call with NO args for a `trending_scan` of the top ~200 markets by weekly volume; pass `event` for the strongest per-event partition_check, or `topic` for a themed cross-event scan. `event` (recommended for a specific market): pass a Polymarket event slug like "fed-decision-may-2026" or "when-will-bitcoin-hit-150k"; walks child markets, checks date-axis / threshold-axis ordering AND computes the partition_check (sum of YES prices across mutually-exclusive legs — should ≈1; deviations >3pp emit a BUY/SELL EVERY LEG signal). `topic` (for cross-event scanning): pass a seed question like "Strait of Hormuz traffic returns to normal" or "Fed rate decision"; searches related events across the platform, flattens markets, runs the comparator on the union. Cross-event mode catches "...by May 31" vs "...by Jun 30" patterns that single-event misses. SEMANTIC ANCHOR: cross-event pairs require ≥0.30 Jaccard similarity on question tokens (prevents Powell-Fed-Pause being paired with Powell-DOJ-probe); skipped_low_similarity surfaces the rejected pair count. PARTITION FILTER: drops will-person-X / will-manager-Y / will-someone-else- placeholder slugs; partitions with >20% placeholder fraction return null arb signal. Response: opportunities[] (gap_pp, suggested_trade, reasoning, monotonicity violation context), and in event mode partition_check{sum_yes_prices, gap_from_1, placeholders_filtered, suggested_trade}. FILL CHECK: when the partition signal fires, arbitrage.fill_check prices it against live CLOB depth (theoretical_edge_pp_at_book vs realizable_edge_pp at 1000 shares/leg, thin_legs[]) — realizable_edge_pp ≤ 0 means the overround exists only at last-trade, not in the book; do not trade it. For custom sizing use polymarket_fill_risk.

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• polymarket_kalshi_spread

  Unicode

  Cross-venue spread between Kalshi and Polymarket for the same resolving question. The two venues sometimes price the same outcome 2-25pp apart because their participant pools differ — when the bet shapes are equivalent that delta is a real signal, when they aren't the tool says so. TWO MODES: (1) `topic` — 10 pre-mapped macro shortcuts ("fed", "btc", "cpi", "gdp", "sp500", "recession", "next_pope", "next_uk_pm", "next_israel_pm", "2028_president") auto-fetch the matching event on each venue. (2) explicit `kalshi_event_ticker` + `polymarket_event_slug` for custom pairings. RESPONSE: each venue's leg-by-leg prices (raw probability 0-1) plus matched spread[].top_spreads_pp (Kalshi − Polymarket) where the same outcome shows up on both sides. SAFETY FIELDS: compatibility_warning fires in two cases — (a) matched_pairs:0 with skipped_cross_type>0 means the venues frame the topic with non-equivalent bet shapes (e.g. Kalshi range_bucket point-in-time vs Polymarket cumulative_threshold touch-anywhere — no arb exists), (b) matched_pairs:0 with skipped_cross_type:0 and both venues >5 legs means the token-overlap matcher found nothing in common — events likely semantically unrelated despite the topic keyword. temporal_alignment{polymarket_month,kalshi_month,aligned} tells you whether the two events resolve in the same calendar period; aligned:false means spreads are mathematically meaningless across the temporal gap. skipped_cross_type / skipped_cross_subtype counters expose how many leg-pair comparisons were dropped (cross-type = metric_type mismatch like MoM vs YoY; cross-subtype = inequality mismatch like cum_ge vs cum_le). Real cross-venue spreads are rarer than the macro-shortcut list suggests — most pre-mapped topics return compatibility_warning today; pre-mapped ≠ tradeable.

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• polymarket_fill_risk

  Unicode

  Realizable-vs-theoretical edge check against live CLOB order-book depth. REQUIRES one of `market` (single-market mode) or `event` (basket/partition mode). SINGLE-MARKET: pass a market slug/URL + side (buy_yes|sell_yes|buy_no|sell_no, default buy_yes) + size_usd (default 1000 — max spend on buys, target proceeds on sells); walks the ladder and returns top_of_book, vwap_fill_price, slippage_pp, shares_filled, max_fillable_usd, and a verdict (clean|degraded|cannot_fill). BASKET: pass an event slug/URL + side (sell_yes = capture overround by selling every leg, buy_yes = capture underround; default auto from partition sum) + size_usd interpreted as settlement notional S (shares per leg; each share pays $1); returns theoretical_sum vs realizable_sum (top-of-book vs VWAP across all legs), capture_ratio, profit_usd at executed size, per-leg fill detail, thin_legs[], max_clean_notional_usd, and forced_directional_risk naming the legs most likely to strand you unhedged. USE THIS before acting on any polymarket_arbitrage SELL/BUY-EVERY-LEG signal or any polymarket_edges trade above ~$500 — theoretical overround on thin books is not capturable, and partial basket fills convert an arb into an unhedged directional position (the dominant loss mode in real arb-bot P&L).

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• resolve_names

  Google Maps

  Resolves a batch list of specific location queries (landmark names or exact addresses) into canonical Google Maps Place IDs. **Input Requirements (CRITICAL):** 1. **`queries` (array of objects - MANDATORY):** A list of location queries to resolve. You may specify up to 20 queries. * **Each query object must have:** * **`text` (string - MANDATORY):** The text query representing a specific place name or address to resolve. * **Examples:** `'Googleplex, Mountain View, CA'`, `'1600 Amphitheatre Pkwy, Mountain View, CA'`, `'Eiffel Tower, Paris'`. 2. **`location_bias` (object - OPTIONAL):** Use this to prioritize results near a specific geographic area. * **Format:** `{"viewport": {"low": {"latitude": [value], "longitude": [value]}, "high": {"latitude": [value], "longitude": [value]}}}` 3. **`region_code` (string - OPTIONAL):** The Unicode CLDR region code (two-letter country code, e.g., `US`, `CA`) of the user to bias the results. **Instructions for Tool Call:** * Specificity (CRITICAL): Queries must represent a specific place name or address. General searches like `'restaurants'` or chain names like `'Starbucks'` are not supported. * Do NOT call this tool if the downstream tools you plan to invoke already accept raw address or place name strings directly. **Error Handling (CRITICAL):** * This is a batch processing tool. A request might return "mixed results" (e.g. some queries resolve successfully while others fail). * The output list of `results` is guaranteed to map 1:1 with the input `queries` indices. A failed query will result in an empty `Result` message (no `entity` is set) at its corresponding index in the `results` list. * You **MUST** check the `failed_requests` map field in the response to identify which specific query index failed. The key of `failed_requests` represents the 0-based index of the failed query in the request. Do not assume the entire batch call failed because of a partial failure.

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• entity_profile

  Unicode

  "Tell me about X" / "research Acme" / "brief me on Tesla" / "what does Apple do" / "company profile for Microsoft" / "give me the rundown on NVDA" / "everything you know about $TICKER" — full cross-source profile of a US public company in ONE parallel call. ALWAYS PREFER over chaining single-pack SEC/XBRL/news lookups when the user asks for a holistic view. Fans out across SEC EDGAR, XBRL, USPTO, news, GLEIF and returns: cik + company_name; recent_filings (up to 5 with pipeworx://edgar/company/{cik}/filings/{accession} URIs); fundamentals (LATEST 10-K Revenues + NetIncomeLoss + Cash, sorted period_end DESC); patents (USPTO PatentsView API sunset May 2025 — soft-fails until reactivated); recent news mentions via GDELT→GNews fallback; LEI via GLEIF. Pass ticker "AAPL" or zero-padded CIK "0000320193" — names not supported (use resolve_entity first if you only have a name).

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• redact_text

  mcp

  Use this when scrubbing test/dev text: replaces each occurrence of the given terms with block characters (████). Provide `text` plus `terms` (a comma-separated string or an array of strings). By default it matches whole words only using Unicode boundaries (so "ann" will not match inside "annual") and is case-insensitive; set `caseSensitive` to match exactly, `wholeWords: false` to match substrings, or `fixedWidth: true` to hide each term's length behind a constant-width bar. Returns the redacted text and a replacement count, and never echoes the original terms. Deterministic: same input, same output. Truly sensitive text is better redacted client-side at clean.tools/text-redact/. Example: {text: "Contact Jane Doe", terms: "Jane Doe"} -> redacted "Contact ████████", redactedCount 1.

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• search

  Drillable

  Search the mounted corpora by query. Routes to each domain's search tool; pass `domain` to target one. Empty results are logged as gaps. For COMPUTED quantities (molar mass, age/date math, unit conversions) this verb will miss and surface a cross-verb hint (e.g. compute_molar_mass) — follow that hint via `describe`/`call` rather than retrying search. Mounted corpora: calendar, building-codes, gearing, colorimetry, first-aid, tuning, wire-gauge, preferred-numbers, strength-training, unix-permissions, number-bases, cognitive-psychology, braille, semver, cron, unicode, timezones, metar, glob, ieee754, http-status, uuid, base-encodings, percent-encoding, dms-coordinates, gray-code, hashing, classical-ciphers, hamming-code, geohash, mac-address, poker-hands, capacitor-codes, iso-duration, dice-probability, scrabble-score, mach-number, chords, dtmf, base85, theoretical-ecology, checksums, bloom-filter, search-heuristics, solar-times, blood-alcohol, maidenhead-locator, brewing, celestial-navigation, electrochemistry, structural-mechanics, regex, psychrometrics, photographic-exposure, photometry, rf-link, screen-resolution, color-names, type-sizes, vin, drill-bit-sizing, iso-country-codes, itu-e164, mime-types, finite-automata, ac-circuits, currency-codes, elliptic-curves, queueing-theory, totp-hotp, computational-geometry, crockford-base32, iana-port-numbers, acoustics, magnetism, hydrostatics, gas-laws, blackbody-radiation, antenna-gain, bcp47, dimensionless-numbers, iso-language-codes, dns-record-types, midi-messages, kinematics, digital-logic, clothing-sizes, knitting-needle-gauge, pipe-size, winemaking-math, ansi-escape-codes, radiation-dosimetry, transmission-lines, cribbage-scoring, running-pace, dnd-math, bowling-scoring, tire-size, abn-acn, sedol-cusip, damm-verhoeff, iso-6346, iso-7064, hydrogen-spectrum, material-elasticity, pump-affinity, control-theory, em-plane-waves, ordinary-differential-equations, posix-signals-reference, quaternions-reference, origami-flat-foldability-theorems, trailer-hitch-ball-coupler-classes, bayesian-inference, issn-check, ean-barcode, iana-uri-schemes, aquarium-chemistry, iso-thread, knitting-needle-sizes, bearing-sizes, horology, rocket-propulsion, rolling-element-bearing-life, iec-60320, sae-viscosity, hat-sizes, darts-scoring, complex-numbers, lambda-calculus, combustion-stoichiometry, ham-radio-bands, miniature-scale, fracture-mechanics, torsion, catenary, open-channel-hydraulics, gaussian-beam-optics, nato-phonetic, lei, fen-pgn, nmea-0183, phonetic-algorithms, lumber-grades-dimensions, film-speed-iso, telescope-optics, tabletop-rpg-probability, z-transform, generating-functions, terzaghi-bearing-capacity, icao-doc8643, imei-reference, gs1-ai, ulid, postal-barcodes, photographic-paper-sizes, fishing-line-ratings, sorting-algorithms, candle-making, pool-billiards-geometry, sourdough-ratios, electromagnetic-induction, probability-distributions, isentropic-flow, fatigue-life, ghs-hazard, abrasive-grit-sizes, cycling-power-zones, dynamic-programming-recurrences, smtp-reply-codes, un-locode, chain-pitch, string-gauges, sewing-pattern-grading, aquaculture-stocking-density, polynomial-arithmetic, nhs-number, diode-junction, elastic-collisions, pressure-vessel, reverberation-time, ieee-ethertypes, icao-mrz, http-methods, tls-alerts, bwt-mtf, bicycle-wheel-sizing, silk-thread-nm-denier, soapmaking-lye, iso-3166-2, context-free-grammars, dc-motor-equations, usb-class-codes, film-frame-rates, aperture-f-stop-series, golf-handicap, hydroponics-nutrients, sewing-fabric-math, resin-mixing-ratios, pdf-structure, piping-water-hammer, hertzian-contact-stress, photovoltaic-cell-performance, un-ece-vegetable-fruit-grading-standards, iata-airport-delay-codes, un-transport-hazard-class-un-numbers, faa-nas-airspace-classes, sieve-mesh-sizing, disc-golf-flight-numbers, beekeeping-hive-math, vinyl-record-cutting-specs, houseplant-light-and-watering-calc, cellular-automata-rules, error-correcting-codes-beyond-block, climbing-rope-and-anchor-ratings, knot-invariants, fiber-dispersion, osmotic-pressure-solutions, naics-sic-classification, isni-checksum, shotgun-gauge-and-choke, rope-cordage-strength-and-diameter, screen-mesh-count-and-particle-sizing, battery-cell-form-factor-codes, xor-filter, kite-line-and-wind-window, clothing-glove-size-standards, wasm-module-header, protobuf-wire-format, rankine-cycle-efficiency, aes-fips-block-parameters, voronoi-delaunay, np-completeness-reductions, hidden-markov-viterbi, png-ihdr-fields, mbr-partition-table, fuzzywuzzy-rapidfuzz-string-similarity-api-reference, v-belt-sprocket-sizing, e164-carrier-mnc-mcc, faa-nav-aid-frequency-bands, go-baduk-scoring, zip-central-directory-header, curling-scoring, mahjong-hand-scoring, sudoku-difficulty-rating, dominoes-scoring, base45, pbkdf2, hkdf, hvac-duct-sizing, board-game-elo-scoring, tide-and-moon-phase-almanac, obd2-pids, emission-designators, runway-designators, qr-code, iban-structure, sewing-needle, experiment-design, iana-link-relations, crystallography, png-chunk-type, wind-turbine-aerodynamics, rf-noise-and-link-budget, icd-10-cm, un-sdg-indicator-framework, iso-20022-message-types, world-heritage-list-criteria, german-tax-id-checksum, hydraulic-hose-fitting-sizing, spectacle-frame-and-lens-sizing, beer-lambert-spectrophotometry, induction-motor-slip-torque, corrosion-rate-faraday, seebeck-thermoelectric-generation, viscosity-shear-rheology, imo-ship-number, itu-callsign-allocation, alcohol-proof-abv, code128-code39-barcode-checksum, usp-suture-sizing, precious-metal-fineness, hop-alpha-acid-ibu, guitar-fret-spacing, juggling-siteswap, knots, leathercraft-stitch-and-skiving, data-structure-complexity, ipv4-tcp-header-bitfields, cologne-phonetic-and-match-rating, needleman-wunsch-smith-waterman-alignment, un-vienna-road-signs, billiards-collision-physics, naismith-trail, statistical-mechanics, population-genetics, electrical-transformer-turns-ratio, unicode-script-property-values, sd-card-speed-class, rebar-sizing-astm-a615, pool-spa-water-chemistry, home-canning-process-times, seismic-magnitude, battery-peukert-discharge, ac-skin-effect-transformer-losses, cpf-cnpj-nif-national-id-checksums, grib2-wmo-bitstream-header, aamva-drivers-license-barcode-pdf417, ntp-timestamp-format-and-leap-indicator, o-ring-sizes, npt-pipe-thread, saami-ammunition-caliber, linear-programming-simplex, clausius-clapeyron-vapor-pressure, fips-state-county-codes, usda-plants-taxonomic-registry, orifice-venturi-flow-meter, beer-style-specs, doppler-effect, compton-scattering, ipa-phonetic-alphabet, library-of-congress-classification-outline, nail-size-penny-system, book-format-folio-quarto-octavo, wine-bottle-nomenclature-volumes, garden-hose-thread-ght, wheel-bolt-pattern-pcd, stable-matching-gale-shapley, bezier-de-casteljau-splines, hall-effect, gyroscopic-precession, photoelectric-effect, combinatorial-game-theory-nim-sprague-grundy, un-m49-region-codes, hvac-filter-merv-rating, paper-basis-weight-system, flag-semaphore-encoding, uv-index-calc, watch-movement-ligne-sizing, model-rocket-motor-classification, cornhole-scoring, skin-cancer-epidemiology, chaos-theory-fractal-dimension, thermal-expansion-coefficients, agma-gear-tooth-bending-stress, bolt-preload-torque-tension, magnetic-circuit-reluctance, ashrae-refrigerant-designations, upu-s10-tracking-number, rubiks-cube-notation-and-metrics, food-additive-e-numbers, multihash-cid, axe-throwing-scoring, voting-tally-methods, canine-caloric-requirements, maritime-mid-ship-station, fire-hose-thread-sizing, ski-binding-din-release-setting, zipper-tooth-gauge-sizing, racket-stringing-tension-and-pattern, arrhenius-equation, larmor-radiated-power, npsh-cavitation-margin, centrifugal-fan-laws, magnus-effect, pop-rivet-sizing, michaelis-menten-enzyme-kinetics, larmor-precession, itu-r-recommendation-v431-frequency-band-nomenclature, voltage-drop-conductor-sizing, grounding-electrode-resistance, chimney-stack-effect-draft, concrete-water-cement-ratio-strength, helmholtz-resonator-port-tuning, propeller-pitch-slip-thrust, pencil-lead-diameter-and-hardness-scale, hydraulic-jump-open-channel-flow, epa-air-quality-index-breakpoints, concrete-maturity-method, wet-bulb-globe-temperature-wbgt, capstan-belt-friction-equation, iala-maritime-buoyage, iau-constellation-codes, egg-size-grading, respirator-filter-class-rating, resin-identification-codes, nfpa-fire-extinguisher-classification, iucn-red-list-categories, enhanced-fujita-scale, proquint-encoding, electrical-conduit-trade-size, fishing-hook-size, baume-specific-gravity-converter, kalman-filter-and-state-estimation, coriolis-effect-deflection, coulombs-law-electrostatic-force, stokes-law-terminal-velocity, helical-compression-spring-rate, clothing-pattern-drop-and-suit-size-system, bowling-ball-drilling-layout, tippet-x-diameter-calculator, curie-weiss-magnetic-susceptibility, penman-monteith-reference-evapotranspiration, camera-lens-filter-thread-and-step-ring-sizing, amateur-radio-contest-scoring, optimal-stopping-theory, cherenkov-radiation-angle, zeeman-effect-splitting, josephson-junction-relation, thermal-expansion, malus-law-polarization, hazen-williams-pipe-flow, extended-surface-fin-heat-transfer, fillet-weld-strength, isan-check-character, iswc-check-digit, rifle-scope-moa-mrad-conversion, cvss-scoring, dicom-tag-dictionary, fips-140-security-levels, rutherford-scattering-cross-section, ais-navigation-status-message-types, nema-wiring-device-configurations, rfc5322-email-address-grammar, tor-v3-onion-address, railway-signal-aspects-and-block-rules, uic-wagon-number-check-digit, asl-fingerspelling-manual-alphabet, retrieval-metrics, vehicle-stopping-distance, vcard-property-registry, iana-root-zone-tld-registry, nato-stanag-military-rank-codes, bip39-mnemonic-checksum, nema-mg1-motor-frame-sizes, larson-miller-creep-rupture-parameter, icao-wake-turbulence-separation-calculator, contract-bridge-hand-evaluation, simple-machines-mechanical-advantage, led-photodiode-responsivity-and-quantum-efficiency, icao-notam-q-code-contractions, sysexits-posix-exit-codes, marc21-code-lists, fix-protocol-tag-dictionary, mutcd-traffic-sign-codes, isbn-registration-group-ranges, nordic-personal-id-checksum, table-tennis-scoring, flywheel-kinetic-energy-storage, iec-60529-ip-code-structure, radiation-pressure, gravitational-lensing-deflection, wmo-cloud-atlas, wind-speed-averaging-conversion, FCC-NWS-SAME-event-codes-EAS, transponder-squawk-codes, icd-10-pcs-code-decoder, nema-250-enclosure-type-ratings, richardson-dushman-thermionic-emission, posix-errno-codes, win32-hresult-facility-codes, basel-conv-hazard-codes, sql-sqlstate-codes, badminton-scoring, icao-wake-turbulence-category-assignment, dewey-decimal-classification, mohs-hardness-scale, glasgow-coma-scale, torino-impact-hazard-scale, bortle-dark-sky-scale, textile-care-symbols-iso3758, un-dangerous-goods-placard-design-orange-book, backgammon-pip-count-and-cube, union-find-disjoint-set, quadratic-residues-jacobi-symbol, cigar-ring-gauge, surfboard-volume-calculator, seawater-sound-speed-equations, french-gauge-medical-tubing, duplicate-bridge-matchpoint-scoring, blackjack-basic-strategy-ev, rack-units, eip-55-checksum-address, iccid-sim-card-checksum, iso-15924-scripts, welding-rod-electrode-classification-aws, pinewood-derby-physics, golay-code-23-12, vexillology-flag-construction-proportions, pagerank-power-iteration, raft-consensus-safety-properties, rohs-weee-marking-symbols, ssh-key-fingerprint, woodturning-lathe-speed, table-of-consanguinity-relationship-calculator, apgar-score, mil-std-810-environmental-test-methods, turntable-tonearm-alignment-geometry, roller-derby-jam-scoring, gemstone-carat-weight-from-dimensions, coin-melt-value, computability-turing-machines, public-key-crypto-arithmetic, real-time-scheduling-theory, order-theory-lattices, ipv6-header-bitfields, baking-pan-volume-substitution, bicycle-spoke-length-calculation, freediving-depth-pressure-tables, croquet-and-bocce-scoring-and-legality, skip-list-probabilistic-height, merkle-tree-proof-verification, pickleball-scoring-and-rules, sound-transmission-mass-law, home-roasting-coffee-first-crack-development, elf-header-fields, pcap-global-header-fields, dns-header-bitfields, falconry-jess-and-weight-management, pottery-throwing-and-clay-shrinkage, wine-appellation-classification-systems, un-spsc-product-classification, rubber-plastic-shore-durometer-hardness, tea-brewing-parameters, rowing-ergometer-pace-power, fabric-gsm-areal-density-conversion, kombucha-fermentation-math, fdi-dental-tooth-numbering, precious-metal-hallmark-purity-marks, eu-vat-number-checksum, z-base-32-codec, solar-panel-tilt-poa-irradiance, specific-heat-sensible-latent-load, rxnorm-normalized-drug-names, lockpicking-pin-tumbler-tolerance, loinc-observation-codes, fpv-drone-motor-prop-math, aci-318-reinforced-concrete-flexural-capacity, consensus-quorum-arithmetic, tcg-deck-draw-probability, iso6709, usps-pub28-abbreviations, adts-aac-frame-header, fermi-dirac-statistics, pickleball-equipment-specs, butterworth-chebyshev-filter-design, hash-table-load-factor-and-collision-math, munsell-color-notation, geologic-time-scale-ics, douglas-sea-scale, palermo-impact-hazard-scale, eyring-transition-state-theory, debye-huckel-activity-coefficient, sausage-casing-diameter-standards, economic-inequality-indices, tournament-tiebreak-systems, acupuncture, cocktail, camera, law, copyright, trademark, music-theory, supplements, writing-style, minecraft-dungeons, spanish, medical-denials, languages, behavioral-econ, baseball, agent-practices, pokemon, mcp, readability, citations, relay, models, self-oracle, recall-traps, units, tax, physics, logic, astronomy, biology, geography, medicine, chemistry, math, eurorack, cooking, personal-finance, stardew, coffee, electronics, physiology, diving, decibels, subnetting, textile-gauge, statistics, chess-endgames, woodworking, rating-systems, check-digits, paper-sizes, swe-claim-denial, psychology, roman-numerals, minecraft-mods, encodings, hardiness-zones, terraria, aspect-ratio, resistor-color-code, incoterms, soundex, zigbee, wind-chill, saffir-simpson, dataviz, patents, shoe-size, crc, base58, bech32, reed-solomon, string-similarity, compression, prng, computus, hyperloglog, peppers, tomatoes, fluid-mechanics, information-theory, combinatorics, graph-algorithms, linear-algebra, algorithm-complexity, coding-theory, fourier-analysis, numerical-methods, heat-transfer, markov-chains, orbital-mechanics, html-named-character-references, thermodynamics, geometric-optics, convex-optimization, nuclear-decay, fresnel-equations, myrcene, itu-q-code, 3d-printing, arrow-spine, camera-film-formats, mechanical-vibrations, fiber-optics, beaufort-scale, iana-protocol-numbers, boolean-algebra, game-theory, bolts-screws, standard-atmosphere, capillary-action, tcr-therapy, software-licenses, gauge-systems-industrial, ring-sizes, three-phase-power, http-headers, group-theory, molecular-diffusion, tabletop-wargaming-probability, matrix-decompositions, count-min-sketch, punycode, photovoltaic-cell-model, faa-n-number, orcid-checksum, swift-bic-format, projectile-ballistics-drag-corrected, faa-airport-codes, iso15459-license-plate, typography, tides, ndc, epsg, hts, elevator-rope-crane-wire-rope-classification, ecfr, regular-expression-derivatives, scientific-method, mtg-rules, cas-registry-checksum, international-code-of-signals, garden-perennials, usb-device-descriptor, compost, flag-semaphore, shipping-container-iso-6346-sizing, beer-styles, ceramics-glaze-chemistry, compost-cn-ratio, archimedes-buoyancy-and-flotation, iso-7010-safety-signs, sun-safety, market-identifier-codes, horseshoe-pitching-scoring, voting-theory-social-choice, merchant-category-codes, isrc, iso-3166-3, isil, cfi, perfume-concentration-and-dilution, cheesemaking-recipe-math, wcag-success-criteria, iec-60529-ip-rating-codes, pencil-graphite-hardness-grading, iarc-carcinogen-classification-registry, hornbostel-sachs-instrument-classification, ethernet-cable-category-ratings, chemical-compound-physical-properties, tippet-x-rating, weir-flow-discharge, who-atc-drug-classification, schwarzschild-radius, iata-icao-airline-designators, hl7v2-message-type-registry, nfpa-704-fire-diamond, dea-controlled-substance-schedules, icao-wake-turbulence-category, usda-beef-quality-grades, koppen-climate-classification, modified-mercalli-intensity, ansi-a13-1-pipe-marking, volcanic-explosivity-index, digit-lottery, rayleigh-scattering-intensity, grounded-retrieval, asme-y14-5-gdt-symbols, automotive-blade-fuse-sizing, figure-skating-scoring, ioc-noc-codes, icd-10-pcs, aiga-dot-symbol-signs, universal-dependencies-relations, lsh-minhash, string-matching-algorithms, gymnastics-code-of-points, archery-target-scoring, wind-load-structures, seawater-sound-speed, messier-catalog, grpc-status-codes, cwe-weakness-taxonomy, cites-appendices, climbing-grade-conversion-scales, fire-sprinkler-k-factor-sizing, colregs-navigation-rules, osha-permissible-exposure-limits, ada-2010-accessible-design-standards, cdc-acip-immunization-schedule, un-human-rights-instruments, ipcc-climate-findings, rfc2119-bcp14-requirement-keywords, montreal-protocol-controlled-substance-annexes, hl7-fhir-r4-resource-type-registry, roller-chain-sizing, sec-edgar-filing-rules, systemd, esrb-pegi-content-rating-systems, consumer-product-recalls-policy, antitrust-merger-guidelines, epidemiology-surveillance, usda-egg-poultry-inspection-grade-marks, un-dangerous-goods-packing-instructions, scientometrics, kayak-canoe-hull-speed, radar-range-equation, food-recalls, supreme-court-holdings, wmo-present-weather-code, who-pheic-declarations, us-place-gazetteer, fmcsa-hours-of-service-limits, gdpr-administrative-fine-tiers, fmla-employee-eligibility-thresholds, uspstf-screening-grades, ada-diabetes-diagnostic-criteria, flsa-overtime-exemption-thresholds, cpsc-childrens-product-lead-limits, fda-major-food-allergen-labeling, fatf-aml-cft-recommendations, ramsar-wetland-designation-criteria, who-preeclampsia-diagnostic-criteria, bluetooth-company-identifiers, spirits-standards-of-identity, eeoc-charge-filing-deadlines, faa-part107-small-uas-operating-limits, salometer-brine-salinity, fda-food-code, national-register-historic-places-criteria, codex-alimentarius-food-standards, fda-orange-book-therapeutic-equivalence, nist-cybersecurity-framework, geneva-conventions-ihl-articles, source-registry, diagnostic-ultrasound-safety-indices, tiff-image-file-directory. If your user's topic isn't in that list, search it anyway rather than declining from the roster — an unrouted miss that grounds nowhere is the demand signal for what the corpus should cover next.

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• subscribe

  Unicode

  Create a proactive monitoring subscription to a live-data event stream. Returns the new subscription id. Requires a Pipeworx OAuth account (anonymous + BYO cannot persist subscriptions). Supported types: "sec_8k" (8-K filings matching ticker + item codes — e.g. items:["5.02"] = officer change), "polymarket_edge" (Polymarket↔Kalshi cross-venue mispricings — params:{topic:"fed"}), "fred_series" (new FRED observations — params:{series_id:"UNRATE"}). Delivery channels: feed (always on — pull via recent_alerts or GET registry.pipeworx.io/alerts.json), and optionally email (set delivery:{email:"you@x.com"}) or sms (delivery:{sms:"+15551234567"} — phone must be verified at /account first; 10/day cap).

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• unsubscribe

  Unicode

  Cancel a subscription by id. Ownership is enforced — you can only cancel your own subscriptions. The row is deactivated (not deleted) so its historical events stay available via recent_alerts.

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• remember

  Unicode

  Save data the agent will need to reuse later — across this conversation or across sessions. Use when you discover something worth carrying forward (a resolved ticker, a target address, a user preference, a research subject) so you don't have to look it up again. Stored as a key-value pair scoped by your identifier. Authenticated users get persistent memory; anonymous sessions retain memory for 24 hours. Pair with recall to retrieve later, forget to delete.

  Connector

• fancy_text

  mcp

  Use this when you need to style ASCII letters and digits as Unicode glyphs (bold-serif, italic-serif, bold-italic-serif, bold-sans, script, fraktur, double-struck, monospace, circled, squared, parenthesized, small-caps) for places that lack font control such as social bios or usernames. Pass a `style` and `text` to get the transformed string; characters outside A-Z, a-z, and 0-9 (spaces, punctuation, emoji) pass through unchanged. Omit `style` to receive the list of valid style keys instead of transforming. Deterministic: same input, same output. Example: {style: "bold-serif", text: "Hello 123"} -> result "𝐇𝐞𝐥𝐥𝐨 𝟏𝟐𝟑".

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• slugify

  mcp

  Use this when you need a URL- or filename-safe slug from arbitrary text. Deterministic: same input, same output. Applies Unicode NFKD normalization, strips combining accents, and transliterates non-decomposing letters (ß->ss, æ->ae, œ->oe, ø->o, đ->d, ł->l, þ->th, ð->d, plus uppercase variants), then collapses every run of non-alphanumeric characters to a single separator and trims separators; e.g. "Héllo Wörld!" -> "hello-world". Emoji, CJK, and any other characters with no ASCII form are dropped. Prefer this over transliterating Unicode yourself, which models routinely get wrong. Returns { error } when no URL-safe characters remain.

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• check_endpoint

  cerberus-index

  Endpoint & tool trust — one call before an agent connects to a third-party MCP server or HTTP tool. Pass the endpoint `url` (and, to unlock the strongest check, its `tools`: the name/description/inputSchema the agent is about to trust). Returns three signals behind one verdict: (1) transport & TLS identity — encrypted, valid chain, not expired or self-signed; (2) domain age via RDAP — freshly-registered hosts are a scam tell; (3) a TOOL-POISONING scan of the tool definitions for the hidden directives that hijack agents — instruction overrides, 'don't tell the user', data exfiltration, secret harvesting, tool-shadowing, and invisible-unicode / homoglyph steganography that a human reviewer can't see. Nobody else screens tool descriptions for injection. Verdict: trusted | caution | untrusted | unknown, with per-finding evidence. Price: $0.008 USDC. Missing something? Call `submit_feedback` (free) to request it. Pass `attest=true` to also get an Ed25519-SIGNED attestation of this verdict — portable proof you can log, hand to a counterparty, or verify later with `verify_attestation` (free) or the published key.

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