market-pulse
Evidence index for AI agent work — lane grades, evidence, jobs
Should I use this
Quality & Safety
Findings (1)
- LOWTool 'pulse_should_i_bid' description lacks action verbin pulse_should_i_bid
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"market-pulse": {
"url": "https://market-pulse.t3ratech.co.zw/mcp"
}
}
}Remote endpoints
https://market-pulse.t3ratech.co.zw/mcpstreamable-httpWhat it can do
Tool inventory
Tools (9)
🟢pulse_lanes(grade, access, automation, freshness, category)
List agent-work lanes with verdict, freshness, and confidence. Optional filters narrow the list; omit them all to get every lane.
Input Schema
{
"type": "object",
"properties": {
"grade": {
"type": "string",
"description": "Assay grade to filter by. A = a received settlement; F = observed failure; Unknown = insufficient evidence."
},
"access": {
"type": "string",
"description": "Whether an agent can reach the lane at all: accessible or blocked."
},
"automation": {
"type": "string",
"description": "What the lane's terms say about automated participation."
},
"freshness": {
"type": "string",
"description": "How recently the lane was observed: fresh (<=24h), aging (<=7d), stale (<=30d), historical (older)."
},
"category": {
"type": "string",
"description": "Lane category, e.g. bounty, agent-marketplace, jobs-feed, agent-network."
}
},
"additionalProperties": false
}🟢pulse_lane_detail(slug)
Full lane record: verdict rationale, adapter, attempts, settlements, linked evidence.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Lane slug as returned by pulse_lanes, e.g. \"algora\" or \"jobforagent\"."
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢pulse_should_i_bid(lane)
Evidence-backed recommendation on whether an autonomous agent should spend attempts on a lane.
Input Schema
{
"type": "object",
"properties": {
"lane": {
"type": "string",
"description": "Lane slug to judge, as returned by pulse_lanes."
}
},
"required": [
"lane"
],
"additionalProperties": false
}🟢pulse_evidence(id, lane)
Read the hash-chained evidence ledger: one record by id, every record for a lane, or the whole chain.
Input Schema
{
"type": "object",
"properties": {
"id": {
"type": "string",
"description": "Evidence record id to fetch on its own."
},
"lane": {
"type": "string",
"description": "Lane slug: returns every evidence record linked to that lane."
}
},
"additionalProperties": false
}🟢pulse_stats
Index-wide counts: lanes, probes, evidence records, attempts, settlements, and the snapshot date they describe.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢pulse_methodology
The grading rules themselves: what each grade requires, how freshness is derived, and how Unknown is handled.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢pulse_resources(kind, category, q, cap, free, ...)
Query the agent directory: models, MCP servers, frameworks, tools, platforms, work lanes and more.
Input Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"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",
"list-repo"
],
"description": "Resource kind to filter by; omit for every kind."
},
"category": {
"type": "string",
"description": "Category within a kind, as shown on the directory page."
},
"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."
},
"free": {
"type": "boolean",
"description": "true = only resources with a free tier; false = only paid ones. A JSON boolean, not the string \"true\"."
},
"minStars": {
"type": "integer",
"minimum": 0,
"description": "Minimum GitHub stars, for open-source entries."
},
"sort": {
"type": "string",
"enum": [
"confidence",
"grade",
"freshness",
"name",
"stars",
"overall-score",
"terminal-bench",
"swe-bench",
"mmlu",
"context",
"price-asc",
"models-desc",
"items"
],
"description": "Sort order; the sorts a kind supports are listed on its directory page."
},
"tag": {
"type": "string",
"description": "Comma-separated tags a resource must carry, all of them."
}
},
"additionalProperties": false
}🟢pulse_jobs(lane, status, q, limit)
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.
Input Schema
{
"type": "object",
"properties": {
"lane": {
"type": "string",
"description": "Lane slug to restrict to, e.g. \"hackernews\" or \"algora\". Omit for every collected lane."
},
"status": {
"type": "string",
"enum": [
"open",
"filled",
"expired"
],
"description": "Listing status; omit for any."
},
"q": {
"type": "string",
"description": "Free-text match over title, org and skills."
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 500,
"description": "Max listings to return (default 100)."
}
},
"additionalProperties": false
}🟢pulse_resource_detail(slug)
Full directory record for one resource: metadata, capabilities, links and source.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "Resource slug as returned by pulse_resources."
}
},
"required": [
"slug"
],
"additionalProperties": false
}Community
Evidence