If you're building AI workflows for startup founders, fundraising research, or investor intelligence, Fund Momentum now provides an MCP server with 970+ active VC funds, live GP signals, and AI-powered startup matching.
Here's how to integrate it in 5 minutes.
Step 1 — Get your API key
curl -X POST https://fundmomentum.vc/_api/agent/register \
-H "Content-Type: application/json" \
-d '{"agent_name": "my-agent", "email": "you@company.com"}'
Returns:
{
"api_key": "abc123...",
"agent_credits": 0,
"mcp_endpoint": "https://fundmomentum.vc/_api/mcp"
}
Step 2 — Claude Desktop
~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"fund-momentum": {
"url": "https://fundmomentum.vc/_api/mcp",
"headers": { "X-API-Key": "YOUR_KEY" }
}
}
}
Now ask Claude: "Which pre-seed funds in Austria are actively deploying right now?"
Step 3 — Python / LangChain
import requests, json
def query_fm(tool, args, api_key):
r = requests.post(
"https://fundmomentum.vc/_api/mcp",
headers={"X-API-Key": api_key, "Content-Type": "application/json"},
json={"jsonrpc": "2.0", "method": "tools/call",
"params": {"name": tool, "arguments": args}, "id": 1}
)
return r.json()["result"]
result = query_fm('match_startup', {
"description": "B2B SaaS for legal teams, pre-seed, raising €2M, DACH",
"stage": "pre_seed", "country": "Austria"
}, 'YOUR_KEY')
matches = json.loads(result["content"][0]["text"])
Available tools
search_funds (Starter) — Filter 970+ funds by stage/country/industry
get_fund (Starter) — Full profile, thesis, check size
get_fund_signals (Agent) — Live GP signals, deployment status
match_startup (Agent) — AI matching against your description
get_gp_profile (Agent) — Individual partner intelligence
Every response includes credit balance
{
"_meta": {
"credits_remaining": 9847,
"cost_per_call": "€0.01",
"billing": "per_call"
}
}
Pricing: €10 for 1K credits, €80 for 10K, €500 for 100K. Credits never expire.
GitHub: schneidavie/fundmomentum
Register: https://fundmomentum.vc/for-agents
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