🔧
0★ stars
0weekly installs
23 days agolast release
Provenancewhere it came from, and what was verified
✓
Verified namespace
Published to the official MCP registry by github.com/pipeworx-io, which proved it owns this namespace.
Verified owner: github.com/pipeworx-io ↗io.github.pipeworx-io/peopledatalabs
🛡 Permissions & trustwhat this server can touch before you run it
◆
Network access
Connects to a hosted remote endpoint.
About
People Data Labs MCP — wraps the PDL person/company enrichment API
Packages & transports
remotehttps://gateway.pipeworx.io/peopledatalabs/mcpHTTP
B
Quality 84/100
how much you can lean on this server
Maintenance
45/45
Completeness
28/35
Reliability
11/20
Computed from the server's own data, not a hidden formula. This measures how much you can depend on it, not how popular it is. Stars are shown separately, on purpose. How it's scored →
A
Tool definition quality 96/100
how well its 33 tools describe themselves to an agent
▸ask_pipeworx100A
Description
present and substantive
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required fields declared
▸ask_pipeworx_beta100A
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▸ask_pipeworx_grounded100A
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▸search_within100A
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▸deep_research100A
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▸discover_tools100A
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▸resolve_entity100A
Description
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▸compare_entities100A
Description
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▸subscribe100A
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▸unsubscribe100A
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▸list_subscriptions100A
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▸recent_alerts100A
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▸entity_profile100A
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▸recent_changes100A
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▸validate_claim100A
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▸scan_dependency100A
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▸bet_research100A
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▸polymarket_arbitrage93A
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▸polymarket_edges93A
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▸polymarket_kalshi_spread93A
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▸polymarket_fill_risk93A
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▸polymarket_edge_tracker93A
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▸pipeworx_trending93A
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▸suggest_questions93A
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▸generate_llms_txt100A
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▸ai_visibility_check100A
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▸scan_competitor_ai_presence100A
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▸pipeworx_feedback100A
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▸remember100A
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▸recall100A
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▸forget100A
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▸pdl_person_enrich100A
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▸pdl_company_enrich100A
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Structural, not an LLM's opinion: each check is a fact about the tool's schema, so it's reproducible. One weak tool drags the score (60% average, 40% worst). How it's scored →
For the maintainer
Raise this grade
up to +16 on qualityOwn this server? Here's exactly what to change, biggest wins first. Every number below is a fixed point value, so you can see what each edit is worth before you make it.
+9
Collect working reviewsReliability
With no reviews this sits at a neutral 11. Reviews reporting it works push it toward the full 20.
+7
Declare a licenseCompleteness
Add an SPDX license (like MIT or Apache-2.0) to the repo so it's detected.
Tool definitions to fix first
polymarket_arbitrage93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
polymarket_edges93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
polymarket_kalshi_spread93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
polymarket_fill_risk93/100
- No `required` array. Declare which params are mandatory so an agent knows what it must provide.
Already earned (4) ▾Already earned (4) ▴
✓Describe what it does+11
✓Give an install path+11
✓Link the source+6
✓Keep it active+45
These are structural checks, so the fixes are exact. See the full formula →
Add a badge to your README
[](https://socketcat.com/servers/io.github.pipeworx-io/peopledatalabs)Shows your live quality grade and links back here. It updates itself as the grade changes.
Reviews
Sign in to leave a reviewNo reviews yet. Be the first to say whether it worked.
Add to your client
Pick your client, copy, paste into its config. That's the whole setup.
~/.claude/claude_desktop_config.json
{
"mcpServers": {
"peopledatalabs": {
"command": "npx",
"args": [
"-y",
"peopledatalabs"
]
}
}
}▶ Try itlive against gateway.pipeworx.io
This server has a hosted endpoint, so we can connect and list its actual tools right here. Nothing runs on your machine.