All Services

Validates date columns in a CSV dataset (up to 1000 rows) against configurable min/max bounds and allowed category values, returning a calendar date check report.

Validates cell lengths in a CSV training dataset, checking each cell against configurable min/max thresholds and allowed category values, up to 1000 rows.

Validates a declared CSV table contract (headers, types, categories, numeric ranges, cell lengths) for training example metadata, returning a structured report for up to 1000 rows.

Validates a CSV file's whitespace formatting and declared table contract, checking up to 1000 rows for whitespace issues in cells, headers, and values.

Scans a training lesson document (Markdown or plain text) for duplicate paragraphs and returns a structured audit report.

Analyzes the length and paragraph structure of a training lesson document (Markdown or plain text) and returns a deterministic structural profile.

Reorders recognised sections in a training lesson document according to a standard pedagogical template, using deterministic processing.

Applies a structured section template to supplied Markdown or plain text to produce a formatted training lesson document

Normalises whitespace in training lesson Markdown or plain text documents up to 20,000 characters using deterministic processing.

Computes confidence calibration bins for a text classifier that categorizes training questions into concept, procedure, example, or assessment classes.

Audits up to 200 labelled training question text records to detect exact normalised duplicates within the dataset.

Generates a fixed-holdout learning curve analysis for a naive-Bayes text classifier trained to categorize training content as concept, procedure, example, or assessment.

Splits a labelled dataset of training questions into grouped train/test subsets using a naive-Bayes baseline approach, returning bounded split deliverables for up to 200 records.

Identifies low-confidence predictions in a labeled training dataset of educational text records classified as concept, procedure, example, or assessment, returning a review queue for human inspection.

Computes macro, micro, and weighted aggregate classification scores (precision, recall, F1) for a set of labelled training question records with actual vs. predicted categories.

Computes prediction error records for a naive-Bayes text classifier trained on training question categories (concept, procedure, example, assessment) given up to 200 labelled records with actual vs predicted labels and class probabilities.

Detects text overlap between labelled training records and evaluation texts for ML training question classification datasets.

Trains a local naive-Bayes text classifier on up to 200 labelled records and classifies query texts into one of four educational content categories.

Verifies and audits Base blockchain transactions by matching on-chain payment records against expected recipients, assets, and amounts.

Retrieves deterministic on-chain evidence for a Base blockchain transaction by hash, suitable for agent audit trails.

Computes a statistical distribution summary of the ratio of transaction fees to total mining reward (fee + block subsidy) across a set of provided block-level data points.

Computes the local finite-change elasticity of transaction fees as a share of total Bitcoin mining reward, given user-supplied baseline fee and subsidy values and a percentage step size.

Computes a rolling mean of Bitcoin transaction fee share in mining rewards over a sliding window across a series of block data rows.

Calculates the gap between a target value and the combined transaction fee plus block subsidy in a Bitcoin mining reward scenario, given user-supplied mining assumptions.

Computes a weighted arithmetic mean of the transaction-fee share in Bitcoin block rewards across up to 200 supplied mining data rows.

Validates cell length constraints in a CSV table of transfer records (up to 1000 rows), reporting any cells that exceed or violate configured length limits.

Searches live public web pages for travel accessibility information, returning source links and snippets tailored for agent builder workflows.

Searches live public web pages for travel accessibility data relevant to operations teams, returning source links and snippets.

Retrieve details or status of a specific gig listing from the on-chain USDC bounty job board for AI agents

Returns structured environmental DNA (eDNA) biodiversity data for Caribbean marine and terrestrial ecosystems

Returns structured tourism data for Guadeloupe (Caribbean) including points of interest, attractions, and related travel information

Provides structured data about small and medium-sized enterprises (PMEs) in Guadeloupe via a paid Caribbean data marketplace API.

Returns structured fiscal/tax data for French overseas territories (DOM) related to Article 244 quater W of the French General Tax Code

Returns the named services driving demand in the DeFi category of the agent-market demand snapshot, paid via x402 microtransaction.

Returns a three-leg regional signal bundle with per-leg proof alongside unverified public-channel chatter for a topic from the last 48 hours, kept as two separate top-level keys.

Returns a list of MCP servers that have disappeared from census snapshots, serving as a 'graveyard' registry of confirmed-absent (dead) servers.

Returns a pre-payment trust snapshot for an x402 service, including score_total, liveness_state, streak, lifecycle metadata, and record_hash from a July 2026 census snapshot.

Extracts forensic evidence from court records including toxicology levels, autopsy findings, medical examiner testimony, and DNA results for a given case.

Converts a raw score and a total possible score into a percentage, optimized for tutoring workflows.

Looks up a Twitter/X user profile by their username and returns user account details

Fetches recent tweets posted by a specific Twitter/X user (trueo_app), with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user @OREsupply, optionally including replies

Fetches recent tweets posted by the Twitter/X user @chriseyin, optionally including replies

Fetches recent tweets for the Pendle Finance (@pendle_fi) Twitter/X account, optionally including replies

Fetches the recent tweets posted by a specific Twitter/X user (calebshough) via the twitter.surf proxy, with optional reply inclusion

Fetches the recent tweets posted by the Twitter/X user 'blockchainbrett', with optional inclusion of replies

Fetches tweets posted by a specific Twitter/X user, with optional inclusion of replies

Returns the Twitter/X profile data for Jed McCaleb (@JedMcCaleb), including bio, follower counts, and profile images.

Fetches the latest tweets from the @grovedotfinance Twitter/X account, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user 'build4ai', with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user @SaturnProtocol, with optional inclusion of replies

Retrieves recent tweets posted by the BinanceUS Twitter/X account, with optional inclusion of replies

Fetches recent tweets posted by the MorphoLabs Twitter/X account, optionally including replies

Fetches recent tweets posted by the Twitter/X user @strategymstr, optionally including replies

Fetches the recent tweets posted by the Twitter/X user @GSR_io, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user @0xstajus, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user FourPillarsFP, with optional inclusion of replies

Fetches recent tweets posted by Twitter/X user @0xLiquidBoost, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user AxisFDN, with optional filtering to exclude replies

Fetches recent tweets posted by the FortaNetwork Twitter/X account, with optional reply inclusion

Fetches recent tweets posted by the Twitter/X user CyprxResearch, optionally including replies

Fetches tweets posted by the Twitter/X user BreakeyLachlan, with optional inclusion of replies

Fetches the recent tweets posted by a specific Twitter/X user (tn_pendle), with optional inclusion of replies

Fetches the Twitter/X profile data for Kyle Samani (@KyleSamani) including bio, metrics, and account details.

Fetches the recent tweets posted by the Twitter/X user @EntropyAdvisors, optionally including replies

Fetches the recent tweets posted by the VestExchange Twitter/X account, optionally including replies

Fetches recent tweets posted by the AerodromeFi Twitter/X account, optionally including replies

Fetches tweets (optionally including replies) for the Twitter user joeljohn via the twitter.surf proxy

Fetches the recent tweets posted by the Twitter/X user DeriveXYZ, with optional inclusion of replies

Fetches recent tweets posted by the Twitter/X user @coinspace_, with optional inclusion of replies

Retrieves tweets posted by the Compound_xyz Twitter/X account, optionally including replies

Fetches the latest tweets posted by the Twitter/X user @STRC_live, with optional reply inclusion

Retrieves the recent tweets posted by the LayerZero_Core Twitter/X account via a paid API proxy

Fetches recent tweets posted by the Twitter/X user 'lienfiapp', with an option to include replies

Fetches the recent tweets posted by the Twitter/X user 'defi_gaz', with optional inclusion of replies

Fetches recent tweets posted by the Twitter/X user @grvt_io, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user @Scroll_ZKP, optionally including replies

Fetches recent tweets from the Twitter/X user SCHIZO_FREQ, optionally including replies

Retrieves recent tweets for a specific Twitter/X user, optionally including replies

Fetches the recent tweets posted by a specific Twitter/X user identified by their user ID in the URL path

Fetches the recent tweets posted by the Twitter/X user @gavelsvtw, optionally including replies

Retrieves the list of Twitter/X accounts that a specific user is following

Fetches the recent tweets posted by the Twitter/X user GLC_Research, with optional inclusion of replies

Fetches recent tweets posted by the pumpfun Twitter/X account, optionally including replies

Fetches the recent tweets posted by the Twitter/X user 'kosmosvc', optionally including replies.

Fetches the recent tweets posted by the Twitter/X user @HyperliquidR, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user @rei_labs, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user 'maplefinance', optionally including replies

Fetches the recent tweets posted by the Twitter/X user RobotMoneyAgent, with optional inclusion of replies

Fetches the tweet timeline for the Twitter/X user 'delphi_intel', with optional inclusion of replies

Retrieves tweets posted by the StableLab Twitter/X account, with optional inclusion of replies

Fetches recent tweets posted by the Twitter/X user @block_analitica, optionally including replies

Fetches the recent tweets posted by Twitter/X user GeoffZochodne, optionally including replies

Fetches the recent tweets posted by the Twitter/X user @blockaid_, optionally including replies

Retrieves tweets posted by the Twitter/X user UzOnChain, with optional inclusion of replies

Fetches the latest tweets posted by the 0xPolygon Twitter account, with optional inclusion of replies

Fetches recent tweets posted by the Twitter/X user @findyourgrace, with optional inclusion of replies

Fetches the recent tweets posted by the ionet Twitter/X account, with optional inclusion of replies

Fetches the recent tweets posted by the Twitter/X user FalconXGlobal, with optional inclusion of replies

Fetches recent tweets posted by the Twitter/X user 'steakhousefi', with optional inclusion of replies