Startuphub

Name: Startuphub
Author: pipeworx-io

Server Details

StartupHub MCP — wraps the StartupHub.ai private-market API (startuphub.ai)

Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.

If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.

Status: Unhealthy
Uptime: 0.3% over 24 days
Last Tested: 2026-10-11 21:17
Transport: Streamable HTTP
URL
Repository: pipeworx-io/mcp-startuphub
GitHub Stars: 0
Server Listing: mcp-startuphub

TDQS

A3.8/5.0

Scored 2026-09-26 00:11 across 40 tools

Disambiguation3/5

Many tools have clear distinct purposes, but there are several overlapping tools in the data-fetching and prediction-market spaces (ask_pipeworx, ask_pipeworx_beta, ask_pipeworx_grounded, deep_research, validate_claim; bet_research, polymarket_edges, polymarket_arbitrage, polymarket_edge_tracker, polymarket_fill_risk, polymarket_kalshi_spread). Some overlap is mitigated by detailed descriptions, but an agent could easily misselect between ask_pipeworx variants or the Polymarket tools.

Naming Consistency2/5

Naming is highly inconsistent: some tools use snake_case (ask_pipeworx, bet_research, company_facts, compare_entities, entity_profile, scan_competitor_ai_presence, startuphub_*) but many use generic verbs (remember, recall, forget, subscribe, unsubscribe) and there are no clear noun-verb patterns. The startuphub_* prefix is consistent, but the overall set mixes styles wildly (generate_llms_txt vs resolve_entity vs release_calendar_markets).

Tool Count2/5

40 tools is on the heavy side for a server that appears to be a data/prediction-market/startup-info aggregation service. Many tools are highly specialized (polymarket_fill_risk, polymarket_edge_tracker, release_calendar_markets) and could be consolidated; the count exceeds the typical 3-15 well-scoped range.

Completeness4/5

The surface is quite complete for its domain: it covers lookups, research, grounded verification, prediction-market analysis, subscriptions, memory, feedback, and startup data. Minor gaps exist (e.g., no direct tool to place orders on prediction markets, only analysis tools; no explicit 'update' tools for data since it's read-only), but core workflows are covered.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

7 tool updatesSep 26, 2026

Changedask_pipeworx3 fields changed

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Changedask_pipeworx_beta3 fields changed

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question or request in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question or request in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Changedask_pipeworx_grounded3 fields changed

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"Your question in natural language. Accepts query, q, prompt, text, input as aliases."New value: +"Your question in natural language. Accepts query, q, prompt, text, input, ask, message as aliases."

Changeddeep_research8 fields changed

addedInput schema / properties / ask

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / input

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / message

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / prompt

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / q

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

addedInput schema / properties / query

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

changedInput schema / properties / question / description

Previous value: -"The research question, in natural language. Broad/multi-part is fine — decomposition is the point."New value: +"The research question, in natural language. Broad/multi-part is fine — decomposition is the point. Accepts query, q, prompt, text, input, ask, message as aliases."

addedInput schema / properties / text

Added value: +{
+  "description": "Alias for question.",
+  "type": "string"
+}

Changedforget4 fields changed

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key to delete"New value: +"Memory key to delete. Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

Changedrecall4 fields changed

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key to retrieve (omit to list all keys)"New value: +"Memory key to retrieve (omit to list all keys). Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

Changedremember9 fields changed

addedInput schema / properties / content

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / data

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / k

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

changedInput schema / properties / key / description

Previous value: -"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\")"New value: +"Memory key (e.g., \"subject_property\", \"target_ticker\", \"user_preference\"). Accepts name, k, label as aliases."

addedInput schema / properties / label

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / name

Added value: +{
+  "description": "Alias for key.",
+  "type": "string"
+}

addedInput schema / properties / text

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

addedInput schema / properties / v

Added value: +{
+  "description": "Alias for value.",
+  "type": "string"
+}

changedInput schema / properties / value / description

Previous value: -"Value to store (any text — findings, addresses, preferences, notes)"New value: +"Value to store (any text — findings, addresses, preferences, notes). Accepts content, text, data, v as aliases; a non-string value is stored as JSON."

40 tool updatesSep 19, 2026
- First observedai_visibility_check
- First observedask_pipeworx
- First observedask_pipeworx_beta
- First observedask_pipeworx_grounded
- First observedbet_research
- First observedcompany_facts
- First observedcompare_entities
- First observeddeep_research
- First observeddiscover_tools
- First observedentity_profile
- First observedforget
- First observedgenerate_llms_txt
- First observedkalshi_weather_edge
- First observedlist_subscriptions
- First observedpipeworx_feedback
- First observedpipeworx_trending
- First observedpolymarket_arbitrage
- First observedpolymarket_edge_tracker
- First observedpolymarket_edges
- First observedpolymarket_fill_risk
- First observedpolymarket_kalshi_spread
- First observedrecall
- First observedrecent_alerts
- First observedrecent_changes
- First observedrelease_calendar_markets
- First observedremember
- First observedresolution_audit
- First observedresolution_diff
- First observedresolve_entity
- First observedscan_competitor_ai_presence
- First observedscan_dependency
- First observedsearch_within
- First observedstartuphub_enrich
- First observedstartuphub_investors
- First observedstartuphub_startups
- First observedstartuphub_trends
- First observedsubscribe
- First observedsuggest_questions
- First observedunsubscribe
- First observedvalidate_claim

Related MCP Connectors

Shovels A
io.github.pipeworx-io
Shovels MCP — wraps the Shovels.ai API (shovels.ai)
Real Estate Government Data Research & Data
391
Sbir A
io.github.pipeworx-io
SBIR MCP — wraps the SBIR.gov public API (free, no auth)
Government Data Open Data Research & Data
2
Marketdata App A
io.github.pipeworx-io
Market Data App MCP — wraps the Market Data App API (marketdata.app)
Finance Cryptocurrency
401
Startup Oracle A
io.github.pipeworx-io
startup-oracle MCP — wraps StupidAPIs (keyless — no credential needed)
Search Research & Data
372

Related MCP Servers

prospectapis-mcpofficial
Finance Research & Data
ProspectAPIs
A
license
A
quality
C
maintenance
Enables MCP clients such as Claude Desktop, Claude Code, Cursor and Windsurf to search funding rounds, manage webhook watchlists and commission cited prospect research briefs through fourteen API-backed tools. Read-only lookups are free while paid actions such as research submissions and watchlist deliveries are metered against the account balance.
Updated 8 days ago (2026-10-03 18:33 UTC)
14
580 npm
MIT
SalesTouch
Social Media CRM
antoineDsh
A
license
Not graded
quality
B
maintenance
MCP server for AI-native LinkedIn prospecting. It enables lead research, audience building, conversation management, and controlled outreach actions such as messaging and publishing through an OAuth-protected remote endpoint.
Updated 17 days ago (2026-09-25 11:37 UTC)
2
MIT
Frontier Deal Screener
Finance Research & Data
khorovitz
F
license
Not graded
quality
C
maintenance
Enables evaluating quantum and deep-tech startups by providing access to a curated dataset, company profiles with computed ratings, and a configurable deal-scoring rubric through MCP tools.
Updated a month ago (2026-08-30 21:53 UTC)
-
RocketReach Local MCP
Search
SmartManoj
F
license
Not graded
quality
C
maintenance
Provides local MCP access to RocketReach's REST API, enabling person and company search, profile lookups, and account management without OAuth.
Updated 2 months ago (2026-08-13 13:30 UTC)
-