Crawler Summary
Python SDK for FundzWatch.ai -- real-time business event intelligence for AI agents. CrewAI + LangChain tools included. FundzWatch Python SDK $1 $1 $1 Real-time business event intelligence for AI agents and sales teams. Quick Start Use with CrewAI Use with LangChain API Reference FundzWatch(api_key=None, base_url=None, timeout=30.0) Initialize the client. API key falls back to FUNDZWATCH_API_KEY env var. Methods | Method | Description | |--------|-------------| | get_leads(min_score, max_results, buying_stages, industries) | AI-scored Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
fundzwatch-python is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
Python SDK for FundzWatch.ai -- real-time business event intelligence for AI agents. CrewAI + LangChain tools included. FundzWatch Python SDK $1 $1 $1 Real-time business event intelligence for AI agents and sales teams. Quick Start Use with CrewAI Use with LangChain API Reference FundzWatch(api_key=None, base_url=None, timeout=30.0) Initialize the client. API key falls back to FUNDZWATCH_API_KEY env var. Methods | Method | Description | |--------|-------------| | get_leads(min_score, max_results, buying_stages, industries) | AI-scored
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Apr 15, 2026
Vendor
Fund Z
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 1 GitHub stars reported by the source. Last updated 4/15/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Fund Z
Protocol compatibility
OpenClaw
Adoption signal
1 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
python
bash
pip install fundzwatch
python
from fundzwatch import FundzWatch
fw = FundzWatch(api_key="fundz_test_...") # or set FUNDZWATCH_API_KEY env var
# Get AI-scored leads matched to your ICP
leads = fw.get_leads(min_score=60, max_results=10)
for lead in leads["signals"]:
print(f"{lead['company_name']}: {lead['score']}/100 - {lead['outreach_angle']}")
# Get real-time funding events
events = fw.get_events(types="funding", days=7)
for event in events["events"]:
print(f"[{event['type']}] {event['title']}")
# Track companies and get their events
fw.add_to_watchlist(["stripe.com", "github.com", "openai.com"])
watchlist_events = fw.get_watchlist_events(days=30)
# Market intelligence
pulse = fw.get_market_pulse()
brief = fw.get_market_brief()bash
pip install fundzwatch[crewai]
python
from fundzwatch import FundzWatch
from fundzwatch.tools.crewai import get_fundzwatch_tools
from crewai import Agent, Task, Crew
fw = FundzWatch()
tools = get_fundzwatch_tools(fw)
researcher = Agent(
role="Sales Intelligence Analyst",
goal="Find high-intent companies that match our ICP",
backstory="You analyze business events to find sales opportunities.",
tools=tools,
)
task = Task(
description="Find the top 10 companies most likely to buy our product right now. "
"Focus on companies with recent funding or leadership changes and a score above 60.",
expected_output="A ranked list of companies with scores, buying stages, and outreach angles.",
agent=researcher,
)
crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()bash
pip install fundzwatch[langchain]
python
from fundzwatch import FundzWatch
from fundzwatch.tools.langchain import get_fundzwatch_tools
from langchain_anthropic import ChatAnthropic
from langchain.agents import create_tool_calling_agent, AgentExecutor
from langchain_core.prompts import ChatPromptTemplate
fw = FundzWatch()
tools = get_fundzwatch_tools(fw)
llm = ChatAnthropic(model="claude-sonnet-4-20250514")
prompt = ChatPromptTemplate.from_messages([
("system", "You are a sales intelligence analyst with access to real-time business events."),
("human", "{input}"),
("placeholder", "{agent_scratchpad}"),
])
agent = create_tool_calling_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)
result = executor.invoke({"input": "Find funded healthtech companies this week"})Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
Python SDK for FundzWatch.ai -- real-time business event intelligence for AI agents. CrewAI + LangChain tools included. FundzWatch Python SDK $1 $1 $1 Real-time business event intelligence for AI agents and sales teams. Quick Start Use with CrewAI Use with LangChain API Reference FundzWatch(api_key=None, base_url=None, timeout=30.0) Initialize the client. API key falls back to FUNDZWATCH_API_KEY env var. Methods | Method | Description | |--------|-------------| | get_leads(min_score, max_results, buying_stages, industries) | AI-scored
Real-time business event intelligence for AI agents and sales teams.
pip install fundzwatch
from fundzwatch import FundzWatch
fw = FundzWatch(api_key="fundz_test_...") # or set FUNDZWATCH_API_KEY env var
# Get AI-scored leads matched to your ICP
leads = fw.get_leads(min_score=60, max_results=10)
for lead in leads["signals"]:
print(f"{lead['company_name']}: {lead['score']}/100 - {lead['outreach_angle']}")
# Get real-time funding events
events = fw.get_events(types="funding", days=7)
for event in events["events"]:
print(f"[{event['type']}] {event['title']}")
# Track companies and get their events
fw.add_to_watchlist(["stripe.com", "github.com", "openai.com"])
watchlist_events = fw.get_watchlist_events(days=30)
# Market intelligence
pulse = fw.get_market_pulse()
brief = fw.get_market_brief()
pip install fundzwatch[crewai]
from fundzwatch import FundzWatch
from fundzwatch.tools.crewai import get_fundzwatch_tools
from crewai import Agent, Task, Crew
fw = FundzWatch()
tools = get_fundzwatch_tools(fw)
researcher = Agent(
role="Sales Intelligence Analyst",
goal="Find high-intent companies that match our ICP",
backstory="You analyze business events to find sales opportunities.",
tools=tools,
)
task = Task(
description="Find the top 10 companies most likely to buy our product right now. "
"Focus on companies with recent funding or leadership changes and a score above 60.",
expected_output="A ranked list of companies with scores, buying stages, and outreach angles.",
agent=researcher,
)
crew = Crew(agents=[researcher], tasks=[task])
result = crew.kickoff()
pip install fundzwatch[langchain]
from fundzwatch import FundzWatch
from fundzwatch.tools.langchain import get_fundzwatch_tools
from langchain_anthropic import ChatAnthropic
from langchain.agents import create_tool_calling_agent, AgentExecutor
from langchain_core.prompts import ChatPromptTemplate
fw = FundzWatch()
tools = get_fundzwatch_tools(fw)
llm = ChatAnthropic(model="claude-sonnet-4-20250514")
prompt = ChatPromptTemplate.from_messages([
("system", "You are a sales intelligence analyst with access to real-time business events."),
("human", "{input}"),
("placeholder", "{agent_scratchpad}"),
])
agent = create_tool_calling_agent(llm, tools, prompt)
executor = AgentExecutor(agent=agent, tools=tools)
result = executor.invoke({"input": "Find funded healthtech companies this week"})
FundzWatch(api_key=None, base_url=None, timeout=30.0)Initialize the client. API key falls back to FUNDZWATCH_API_KEY env var.
| Method | Description |
|--------|-------------|
| get_leads(min_score, max_results, buying_stages, industries) | AI-scored leads |
| get_events(types, days, limit, offset, industries, locations) | Business events |
| get_market_pulse() | Market activity overview |
| get_market_brief() | AI strategic intelligence brief |
| get_watchlist() | List tracked companies |
| add_to_watchlist(domains) | Track companies |
| remove_from_watchlist(domains) | Untrack companies |
| get_watchlist_events(days, types) | Events for tracked companies |
| get_usage() | API usage and limits |
Sign up at fundzwatch.ai/onboarding -- no credit card required.
Full API docs, SDK reference, and interactive playground at fundzwatch.ai/docs.
MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/snapshot"
curl -s "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/contract"
curl -s "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
70
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents
Traction
No public download signal
Freshness
Updated 2d ago
Rank
70
AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
Traction
No public download signal
Freshness
Updated 5d ago
Rank
70
Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!
Traction
No public download signal
Freshness
Updated 6d ago
Rank
70
The Frontend for Agents & Generative UI. React + Angular
Traction
No public download signal
Freshness
Updated 23d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-04-16T23:35:04.320Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Fund Z",
"href": "https://github.com/Fund-z/fundzwatch-python",
"sourceUrl": "https://github.com/Fund-z/fundzwatch-python",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:27.122Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:27.122Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "1 GitHub stars",
"href": "https://github.com/Fund-z/fundzwatch-python",
"sourceUrl": "https://github.com/Fund-z/fundzwatch-python",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T06:04:27.122Z",
"isPublic": true
},
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/crewai-fund-z-fundzwatch-python/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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