market-pulse

Quality 75 / 100good

10 tools, about 3,139 tokens to load them all · tool set cd5d32f4e04a · tools last changed 2026-10-04 · checked 2026-10-20 14:54 UTC

Tool changes

• 2026-10-04pulse_accountadded

  Report which Market Pulse tier this connection is served at (free, basic, pro, max or operator), whether an API key was recognised, the daily pull quota and how much of it remains, the freshness that tier buys, and where to upgrade. Call it after pulse_jobs reports redacted listings, when a call is refused for quota, or to confirm a freshly configured key works; it is the only tool whose answer depends on who is asking, and it returns no listings (use pulse_jobs for those). Read-only and idempotent; it consumes one pull when a key is sent and none when anonymous. Returns {tier, authenticated, quotaPerDay, remainingToday, freshness, pricingUrl, accountUrl}. Never returns the key itself.

• 2026-10-04pulse_resource_detailchangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  Full directory record for one resource: metadata, capabilities, links and source.

  after · 17% of words in common

  Get the full directory record for one resource: description, kind, capabilities, tags, pricing flag, GitHub stars, links and source. Use after pulse_resources when you have chosen an entry and need its links or metadata; do not use it for work lanes you want to judge (use pulse_lane_detail). Read-only and idempotent. Works without an API key on the free tier. Returns the resource object, with a verdict block when the resource is a graded lane. An unknown slug is refused with an error naming it.

• 2026-10-04pulse_jobschangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  Live job listings collected from the agent-accessible lanes — reward, currency, bid count and posting age per listing. Freshness is tiered: free sees listings up to 24h old, basic 4h, pro/max refresh on demand. Keyed calls count against the daily pull quota.

  after · 31% of words in common

  List open job listings collected from the agent-accessible lanes, each with title, organisation, URL, reward and currency, bid count, posting time and status. Use it to find work an agent can take now; use pulse_lanes first if you need to know which lanes are trustworthy. Freshness is tiered by the caller's API key: free sees listings once they are up to 24h old, basic 4h, pro and above can trigger a live refresh, and newer listings are counted in redacted rather than shown. Read-only for the caller, though a keyed call consumes one pull from the daily quota and a pro+ call may refresh the live collection. Returns {tier, count, total, redacted, upgrade, upgradeUrl, listings[]}. Fails with a refusal if the persistent store is unavailable.

• 2026-10-04pulse_resourceschangedtitle, description, output schema, annotationsmeaning changed
  before

  Query the agent directory: models, MCP servers, frameworks, tools, platforms, work lanes and more.

  after · 13% of words in common

  Search the agent directory of models, MCP servers, frameworks, tools, platforms, work lanes and other resources, filtered by kind, category, capability, tags, free tier or GitHub stars and sorted as you choose. Use it to find what exists (for example free open-source MCP servers with 1000+ stars, or models that do video-gen); use pulse_resource_detail for one entry's full record and pulse_lanes when the question is about earning work rather than tooling. Filters combine with AND; omit all to list everything in the directory. Read-only and idempotent. Works without an API key on the free tier. Returns {count, kinds, resources[]}. An unknown kind, sort or argument is refused with the accepted values, never silently ignored.

• 2026-10-04pulse_methodologychangedtitle, description, output schema, annotationsmeaning changed
  before

  The grading rules themselves: what each grade requires, how freshness is derived, and how Unknown is handled.

  after · 22% of words in common

  Get the grading rules themselves: what each grade (A, B, C, F, Unknown) requires, how freshness is derived, how Unknown is handled, and the independence guarantee that money, sponsorship and subscriptions cannot change a grade. Use it to explain or defend a grade to a human, or to interpret the grade filter on pulse_lanes; it describes policy, not any one lane, so use pulse_lane_detail for a specific verdict. Takes no arguments, read-only and idempotent. Works without an API key on the free tier. Returns {version, grades, rules[], independence, snapshotAt, dataset}.

• 2026-10-04pulse_statschangedtitle, description, output schema, annotationsmeaning changed
  before

  Index-wide counts: lanes, probes, evidence records, attempts, settlements, and the snapshot date they describe.

  after · 18% of words in common

  Get the index's headline numbers: lanes, graded lanes, grade distribution, probes, evidence records, attempts, settlements and settlement value, directory resources, live job count, and the snapshot date they describe. Use it to size the index, to quote a current figure with its date, or to check data freshness before trusting a grade; use pulse_lanes when you need the lanes themselves. Takes no arguments, read-only and idempotent. Works without an API key on the free tier. Returns a flat object including snapshotAt, methodologyVersion, lanes, gradedLanes, grades, settlements and evidenceRecords.

• 2026-10-04pulse_evidencechangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  Read the hash-chained evidence ledger: one record by id, every record for a lane, or the whole chain.

  after · 18% of words in common

  Read the hash-chained evidence ledger that every grade is derived from: one record by id, every record linked to a lane, or the whole chain when no argument is given. Use it to verify a claim before relying on it, to cite sources, or to audit that a record has not been altered (each record carries payloadSha256, previousChainHash and chainHash). Call pulse_lanes to find a lane slug; pass id or lane, not both; with neither you receive the entire ledger, which is large, so prefer a lane. Read-only and idempotent. Works without an API key on the free tier. Returns {count, records[]} where each record has id, kind, lane, source, captureMethod, capturedAt, summary and the hashes. An unknown id or lane is refused with an error naming it.

• 2026-10-04pulse_should_i_bidchangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  Evidence-backed recommendation on whether an autonomous agent should spend attempts on a lane.

  after · 16% of words in common

  Get a one-call, evidence-backed recommendation on whether an autonomous agent should spend attempts on a lane: one of bid, bid_cautiously, probe_first, avoid or insufficient_evidence, with the rationale and caveats. Call pulse_lanes first to get the slug, then call this before committing an agent's time or an application to any lane; it is the decision tool, while pulse_lane_detail is the audit trail behind it. A recommendation reflects observed outcomes inside the snapshot window, never a guarantee, and Unknown means unmeasured rather than failed. Read-only and idempotent. Works without an API key on the free tier. Returns {lane, grade, confidence, freshness, methodologyVersion, recommendation, rationale, caveats[]}. An unknown lane is refused with an error naming it.

• 2026-10-04pulse_lane_detailchangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  Full lane record: verdict rationale, adapter, attempts, settlements, linked evidence.

  after · 11% of words in common

  Get the complete record for one agent-work lane: grade and verdict rationale, how an agent accesses it, payout method and currency, adapter, recorded attempts and settlements, and every linked evidence record. Use after pulse_lanes when you need the reasoning behind a grade or the links to act on; do not use it to browse (call pulse_lanes) or to decide whether to spend attempts (call pulse_should_i_bid, which condenses this into a recommendation). Read-only and idempotent. Works without an API key on the free tier. Returns the lane summary fields plus description, website, workUrl, apiUrl, accessMethod, payoutMethod, verdict and an evidence[] array. An unknown slug is refused with an error naming it.

• 2026-10-04pulse_laneschangedtitle, description, input schema, output schema, annotationsmeaning changed
  before

  List agent-work lanes with verdict, freshness, and confidence. Optional filters narrow the list; omit them all to get every lane.

  after · 18% of words in common

  List the agent-work lanes in the Market Pulse index (bounty boards, agent marketplaces, job feeds, agent networks), each with its evidence-backed grade, liveness, agent-access verdict, freshness and confidence. Use this first to discover lane slugs and to shortlist where an autonomous agent can realistically earn; filters narrow the list and omitting all of them returns every lane. Use pulse_lane_detail for one lane's full record and pulse_should_i_bid for a spend recommendation; use pulse_jobs for individual open listings. Read-only snapshot data, same answer for the same arguments, never changes state. Works without an API key on the free tier. Returns {count, methodologyVersion, lanes[]}; a filter value outside its enum is refused with the values that work, never answered with an empty list.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.