Market Pulse MCP
An MCP server providing read-only access to T3rnel Market Pulse's index of agent-work lanes, job listings, and evidence-graded payout records. It offers tools to list lanes, check bid recommendations, view evidence ledgers, and search a directory of AI resources without requiring authentication for basic reads.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://market-pulse.t3ratech.co.zw/mcpWhat its tools do
10 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.
Checks and signals
Each line is separate evidence, not a trust score.
- Passed Endpoint answered the live check ·
- Availability 1 of 1 checks passed in 30 days
What you can do with it
- List agent-work lanes with grade, liveness, access and freshness
- Get a one-call recommendation on whether to bid for a job
- Read the hash-chained evidence ledger by record id or lane
- List open job listings collected from agent-accessible lanes
Source and maintenance
- Maintenance checked
Protocol and capabilities
- Server
- t3rnel-market-pulse 1.1
- MCP protocol negotiated in check
- 2025-06-18
- Tools
- 10 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
10 advertised
pulse_lanes — List agent-work lanes
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.
{
"type": "object",
"properties": {
"grade": {
"enum": [
"A",
"B",
"C",
"F",
"Unknown"
],
"type": "string",
"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."
},
"access": {
"enum": [
"accessible",
"blocked"
],
"type": "string",
"description": "Whether an agent can reach the lane at all: accessible or blocked. Omit for both."
},
"category": {
"type": "string",
"description": "Lane category, e.g. bounty, agent-marketplace, jobs-feed, agent-network. Free text matched exactly; omit for every category."
},
"freshness": {
"enum": [
"fresh",
"aging",
"stale",
"historical"
],
"type": "string",
"description": "How recently the lane was observed: fresh (<=24h), aging (<=7d), stale (<=30d), historical (older). Omit for every age."
},
"automation": {
"enum": [
"permitted",
"silent",
"restricted",
"unknown"
],
"type": "string",
"description": "What the lane's terms say about automated participation. Omit for every policy."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"count",
"lanes"
],
"properties": {
"count": {
"type": "integer",
"description": "Number of lanes returned."
},
"lanes": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
},
"description": "Lane summaries: slug, name, category, grade, gradeLabel, liveness, agentAccess, automation, payout, confidence, freshness, lastVerifiedAt, attempts, settlements."
},
"methodologyVersion": {
"type": "string",
"description": "Grading methodology version the grades were produced under."
}
}
}{
"title": "List agent-work lanes",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_lane_detail — Get one lane's full record
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.
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Lane slug exactly as returned in the slug field of pulse_lanes, e.g. \"algora\" or \"jobforagent\". Lowercase, hyphenated."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"slug",
"grade",
"verdict",
"evidence"
],
"properties": {
"name": {
"type": "string",
"description": "Display name of the lane."
},
"slug": {
"type": "string",
"description": "The lane slug."
},
"grade": {
"type": "string",
"description": "Assay grade: A, B, C, F or Unknown."
},
"verdict": {
"type": "object",
"description": "Full verdict with reasons, liveness, access, automation, payout, confidence and freshness.",
"additionalProperties": true
},
"evidence": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
},
"description": "Evidence records linked to the lane."
}
},
"additionalProperties": true
}{
"title": "Get one lane's full record",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_should_i_bid — Should an agent bid on this lane?
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.
{
"type": "object",
"required": [
"lane"
],
"properties": {
"lane": {
"type": "string",
"description": "Lane slug to judge, exactly as returned in the slug field of pulse_lanes, e.g. \"algora\"."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"lane",
"grade",
"recommendation",
"rationale",
"caveats"
],
"properties": {
"lane": {
"type": "string",
"description": "The lane slug that was judged."
},
"grade": {
"type": "string",
"description": "The lane's assay grade."
},
"caveats": {
"type": "array",
"items": {
"type": "string"
},
"description": "Limits on how far the recommendation can be trusted."
},
"rationale": {
"type": "string",
"description": "Why, in one sentence."
},
"recommendation": {
"enum": [
"bid",
"bid_cautiously",
"probe_first",
"avoid",
"insufficient_evidence"
],
"type": "string",
"description": "What the evidence supports doing."
}
},
"additionalProperties": true
}{
"title": "Should an agent bid on this lane?",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_evidence — Read the evidence ledger
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.
{
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Evidence record id to fetch on its own, as found in a lane's evidence[] or a previous call. Takes precedence over lane."
},
"lane": {
"type": "string",
"description": "Lane slug (from pulse_lanes): returns every evidence record linked to that lane."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"count",
"records"
],
"properties": {
"count": {
"type": "integer",
"description": "Number of records returned."
},
"records": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
},
"description": "Evidence records with id, kind, lane, source, captureMethod, capturedAt, summary, payloadSha256, previousChainHash and chainHash."
}
}
}{
"title": "Read the evidence ledger",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_stats — Index-wide counts
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.
{
"type": "object",
"properties": {},
"additionalProperties": false
}{
"type": "object",
"required": [
"snapshotAt",
"lanes",
"grades"
],
"properties": {
"lanes": {
"type": "integer",
"description": "Total lanes in the index."
},
"grades": {
"type": "object",
"description": "Count of lanes per grade.",
"additionalProperties": true
},
"snapshotAt": {
"type": "string",
"description": "Date the snapshot describes."
},
"gradedLanes": {
"type": "integer",
"description": "Lanes with a grade other than Unknown."
},
"settlements": {
"type": "integer",
"description": "Recorded settlements."
},
"evidenceRecords": {
"type": "integer",
"description": "Records in the evidence ledger."
},
"methodologyVersion": {
"type": "string",
"description": "Grading methodology version."
}
},
"additionalProperties": true
}{
"title": "Index-wide counts",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_methodology — Grading methodology
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}.
{
"type": "object",
"properties": {},
"additionalProperties": false
}{
"type": "object",
"required": [
"version",
"grades",
"rules",
"independence"
],
"properties": {
"rules": {
"type": "array",
"items": {
"type": "string"
},
"description": "The grading rules in order of precedence."
},
"grades": {
"type": "object",
"description": "Label for each grade.",
"additionalProperties": true
},
"version": {
"type": "string",
"description": "Methodology version."
},
"independence": {
"type": "string",
"description": "The independence guarantee."
}
},
"additionalProperties": true
}{
"title": "Grading methodology",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_resources — Search the agent directory
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.
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Free-text match over name, slug, tags and capabilities."
},
"cap": {
"type": "string",
"description": "Capability tag a resource must have, e.g. video-gen, rag, tts."
},
"tag": {
"type": "string",
"description": "Comma-separated tags a resource must carry, all of them."
},
"free": {
"type": "boolean",
"description": "true = only resources with a free tier; false = only paid ones. A JSON boolean, not the string \"true\"."
},
"kind": {
"enum": [
"work-lane",
"business-storefront",
"model-provider",
"model",
"model-runner",
"autonomous-agent",
"ai-library",
"security-tool",
"agent-framework",
"coding-harness",
"claw-system",
"ide",
"ide-plugin",
"browser-agent",
"skill-source",
"mcp-registry",
"mcp-server",
"build-platform",
"social-network",
"api-service",
"finance-brokerage",
"finance-exchange",
"crypto-currency",
"nft-marketplace",
"prediction-market",
"monetization-rail",
"free-api-keys",
"always-on-agent",
"decision-model",
"list-repo"
],
"type": "string",
"description": "Resource kind to filter by; omit for every kind."
},
"sort": {
"enum": [
"confidence",
"grade",
"freshness",
"name",
"stars",
"overall-score",
"aa-coding",
"terminal-bench",
"swe-bench",
"mmlu",
"context",
"price-asc",
"models-desc",
"items"
],
"type": "string",
"description": "Sort order; the sorts a kind supports are listed on its directory page."
},
"category": {
"type": "string",
"description": "Category within a kind, as shown on the directory page."
},
"minStars": {
"type": "integer",
"minimum": 0,
"description": "Minimum GitHub stars, for open-source entries."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"count",
"kinds",
"resources"
],
"properties": {
"count": {
"type": "integer",
"description": "Number of resources returned."
},
"kinds": {
"type": "object",
"description": "Directory size per resource kind.",
"additionalProperties": true
},
"resources": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
},
"description": "Directory entries with slug, name, kind, description, tags, caps and links."
}
}
}{
"title": "Search the agent directory",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_jobs — Live agent job listings
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.
{
"type": "object",
"properties": {
"q": {
"type": "string",
"description": "Free-text match over title, org and skills."
},
"lane": {
"type": "string",
"description": "Lane slug to restrict to, e.g. \"hackernews\" or \"algora\". Omit for every collected lane."
},
"limit": {
"type": "integer",
"maximum": 500,
"minimum": 1,
"description": "Max listings to return (default 100, maximum 500)."
},
"status": {
"enum": [
"open",
"filled",
"expired"
],
"type": "string",
"description": "Listing status; omit for open listings."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"tier",
"count",
"total",
"redacted",
"listings"
],
"properties": {
"tier": {
"type": "string",
"description": "Tier the call was served at: free, basic, pro, max or operator."
},
"count": {
"type": "integer",
"description": "Listings returned."
},
"total": {
"type": "integer",
"description": "Matching listings visible to this tier."
},
"listings": {
"type": "array",
"items": {
"type": "object",
"additionalProperties": true
},
"description": "Listings with lane, title, org, url, reward, bids, posted and status."
},
"redacted": {
"type": "integer",
"description": "Newer listings hidden by this tier's freshness window."
},
"upgradeUrl": {
"type": [
"string",
"null"
],
"description": "Pricing URL when listings were redacted, otherwise null."
}
},
"additionalProperties": true
}{
"title": "Live agent job listings",
"readOnlyHint": true,
"openWorldHint": true,
"idempotentHint": false,
"destructiveHint": false
}pulse_resource_detail — Get one directory resource
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.
{
"type": "object",
"required": [
"slug"
],
"properties": {
"slug": {
"type": "string",
"description": "Resource slug exactly as returned in the slug field of pulse_resources."
}
},
"additionalProperties": false
}{
"type": "object",
"required": [
"slug",
"name",
"kind"
],
"properties": {
"kind": {
"type": "string",
"description": "Resource kind."
},
"name": {
"type": "string",
"description": "Display name."
},
"slug": {
"type": "string",
"description": "Resource slug."
}
},
"additionalProperties": true
}{
"title": "Get one directory resource",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}pulse_account — Check tier and daily quota
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.
{
"type": "object",
"properties": {},
"additionalProperties": false
}{
"type": "object",
"required": [
"tier",
"authenticated",
"quotaPerDay",
"remainingToday",
"freshness",
"pricingUrl",
"accountUrl"
],
"properties": {
"tier": {
"type": "string",
"description": "Tier the connection is served at."
},
"freshness": {
"type": "string",
"description": "Data freshness the tier buys."
},
"accountUrl": {
"type": "string",
"description": "Where API keys are created."
},
"pricingUrl": {
"type": "string",
"description": "Where plans are listed."
},
"quotaPerDay": {
"type": [
"integer",
"null"
],
"description": "Daily pull quota; null means unmetered."
},
"authenticated": {
"type": "boolean",
"description": "True when an API key was recognised."
},
"remainingToday": {
"type": [
"integer",
"null"
],
"description": "Pulls left today; null when anonymous or unmetered."
}
}
}{
"title": "Check tier and daily quota",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
90-day uptime
A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.
- 2026-11-07: 1 of 1 checks answered
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 4991 ms
- 95th percentile latency
- 4991 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 4991 ms · metadata changed · 10 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http market-pulse-mcp-co https://market-pulse.t3ratech.co.zw/mcpCodex
codex mcp add market-pulse-mcp-co --url https://market-pulse.t3ratech.co.zw/mcpCursor
{
"mcpServers": {
"market-pulse-mcp-co": {
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Cline
{
"mcpServers": {
"market-pulse-mcp-co": {
"type": "streamableHttp",
"url": "https://market-pulse.t3ratech.co.zw/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"market-pulse-mcp-co": {
"type": "http",
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http market-pulse-mcp-co https://market-pulse.t3ratech.co.zw/mcpClaude Desktop
https://market-pulse.t3ratech.co.zw/mcpWindsurf
{
"mcpServers": {
"market-pulse-mcp-co": {
"serverUrl": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Let your agent find its tools
Find servers like Market Pulse MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.