INDIVIDUAL MCP TOOL
get_problem_timeseries
Report volume over time for the whole corpus or one industry/category, bucketed by month, quarter or year.
LIVE ENDPOINT
https://painsignal.net/mcp
Connect to this endpoint to inspect the live schema for get_problem_timeseries and invoke it with your own arguments.
Indexed input schema
{}Risk classification
Inferred read-only · medium confidence · heuristic, not a guarantee.
- No write-capable action terms were found; this is not proof that invocation has no side effects.
Parent server
CONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.painsignal]
url = "https://painsignal.net/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"painsignal": {
"type": "http",
"url": "https://painsignal.net/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: painsignal
Remote MCP URL: https://painsignal.net/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"painsignal": {
"url": "https://painsignal.net/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"painsignal": {
"type": "http",
"url": "https://painsignal.net/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "painsignal",
"transport": "streamable-http",
"url": "https://painsignal.net/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
Related tools
search_problems— Search PainSignal's corpus of ~23,000 real business problems described by workers across every industry.search_opportunities— Search PainSignal's ~11,000 opportunities — clusters of related problems that together describe one buildable product.get_trending_opportunities— List opportunities whose signal volume is currently rising, ordered by trend velocity.list_industries— List the industries PainSignal has observed, with signal counts, ordered by volume.list_problem_categories— List the problem categories PainSignal has observed, with signal counts, ordered by volume.get_market_analytics— Corpus-wide aggregates over PainSignal's ~23,000 problems: which industries and problem categories carry the most reported pain, average severity, and where people explicitly said they would pay for a fix.get_tool_gaps— Find which existing business tools people describe as failing them, and exactly what they wish those tools did.