market-pulse

LiveList open job listings collected from the agent-accessible lanes, —each rewardwith title, organisation, URL, reward and currency, bid count, posting time and postingstatus. ageUse perit listing.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/maxpro and above can trigger a live refresh, onand demand.newer Keyedlistings callsare countcounted againstin redacted rather than shown. Read-only for the dailycaller, though a keyed call consumes one pull quota.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.

 ⟨25 unchanged words⟩ description":"Max listings to return (default 100, maximum 500).","maximum":500,"minimum":1, ⟨14 unchanged words⟩ ":{"description":"Listing status; omit for any.open listings.","enum":["open","filled"," ⟨5 unchanged words⟩ 

{"destructiveHint":false,"idempotentHint":truefalse,"openWorldHint":falsetrue,"readOnlyHint":true,"title":"Live agent job listings"}

FullGet lanethe 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.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.

 ⟨3 unchanged words⟩ :{"slug":{"description":"Lane slug exactly as returned byin the slug field of pulse_lanes, e.g. \"algora\" or \"jobforagent\". Lowercase, hyphenated.","type":"string"}},"required": ⟨3 unchanged words⟩ 

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Get one lane's full record"}

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. OptionalUse this first to discover lane slugs and to shortlist where an autonomous agent can realistically earn; filters narrow the list;list omitand themomitting all toof getthem 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.

 ⟨9 unchanged words⟩ reach the lane at all: accessible or blocked. Omit for both.","enum":["accessible","blocked"],"type":"string"},"automation":{"description":"What the lane's terms say about automated participation. Omit for every policy.","enum":["permitted","silent","restricted","unknown"],"type":"string"},"category":{"description":"Lane category, e.g. bounty, agent-marketplace, jobs-feed, agent-network. Free text matched exactly; omit for every category.","type":"string"},"freshness":{ ⟨11 unchanged words⟩ ), stale (<=30d), historical (older). Omit for every age.","enum":["fresh","aging","stale","historical"],"type":"string"},"grade":{"description":"Assay grade to filter by. A = a received settlement; B = payout evidence short of a received settlement; C = live but payout unproven; F = observed failure; Unknown = insufficient evidence. Omit for every grade.","enum":["A","B","C","F","Unknown"],"type":"string"}},"type":"object"}

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"List agent-work lanes"}

TheGet the grading rules themselves: what each grade (A, B, C, F, Unknown) requires, how freshness is derived, and how Unknown is handled.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}.

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Grading methodology"}

FullGet the full directory record for one resource: metadatadescription, 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.

 ⟨3 unchanged words⟩ :{"slug":{"description":"Resource slug exactly as returned byin the slug field of pulse_resources.","type":"string"}},"required ⟨3 unchanged words⟩ 

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Get one directory resource"}

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

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Search the agent directory"}

Evidence-backedGet a one-call, evidence-backed recommendation on whether an autonomous agent should spend attempts on a lane.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.

 ⟨4 unchanged words⟩ :{"description":"Lane slug to judge, exactly as returned byin pulse_lanes.the slug field of pulse_lanes, e.g. \"algora\".","type":"string"}},"required": ⟨3 unchanged words⟩ 

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Should an agent bid on this lane?"}

Index-wideGet countsthe 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.

{"destructiveHint":false,"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Index-wide counts"}