Real math — SAFE conversion handles cap, discount, MFN, and picks the better deal for the investor (as SAFEs actually work)
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Business operationsPublic source
Fundraise MCP Server
Startup fundraising intelligence for AI agents. 16 tools covering SAFE/convertible note conversion, dilution modeling, valuation estimation, runway calculation, metric benchmarking, term sheet comparison, red flag…
What it gives an agent
A purpose-built capability behind one MCP connection.
The server owns its domain logic and publishes a tool contract an MCP client can discover. ADK-Rust can load that contract into an agent, normalize each schema for the chosen model provider, and keep the connection lifecycle outside the agent’s business logic.
Real data — YC companies API (2000+), SEC EDGAR (10,000+ SAFE filings), live exchange rates (166 currencies)
Stage-aware — benchmarks, checklists, and multiples adjust by stage (pre-seed through Series C)
Founder-first — red flag detection tells you what investors will ask before they ask it
Architecture
How Fundraise MCP Server fits into an agent system.
The model never needs the implementation details or credentials of the system behind the server. It sees reviewed tool definitions. The MCP client handles discovery and calls, while the server keeps ownership of validation, policy, and communication with its domain system.
01
ADK-Rust agent
Chooses a capability from the reviewed tool catalog.
02
MCP client
Discovers schemas, sends calls, and receives typed content.
03
Fundraise MCP Server
Validates the request and owns 16 documented tool contracts.
04
Domain system
Keeps the API, data, credentials, and business rules behind the server.
This repository does not currently publish a dedicated architecture SVG. The integration diagram above is generated from its documented transport and server boundary; use the official README for implementation-specific details.
Tool catalog
What can an agent ask Fundraise MCP Server to do?
Each tool has a stable name, a human-readable purpose, and a JSON input contract discovered during MCP initialization. Risk classes come from the project’s registry manifest when one is available.
16 named tools
safe_convertSAFE conversion at priced round (cap, discount, or both — uses better of two)
see documentationdilution_modelFull dilution model: founders, investors, SAFE conversions, option pool shuffle
see documentationvaluation_estimateRevenue multiple valuation by stage, sector, and growth rate
see documentationrunway_calculateMonths of runway with burn growth, revenue offset, zero-cash date
see documentationfinancial_projectionMRR/ARR projections with churn impact, month-by-month
see documentationmetric_benchmarkCompare your metrics vs stage benchmarks (CAC, LTV, churn, NRR, burn multiple, etc)
see documentationred_flag_checkIdentify issues investors will flag (burn multiple, concentration, growth, LTV/CAC)
see documentationdata_room_checklistStage-appropriate document checklist for data rooms
see documentationterm_compareSide-by-side term sheet comparison with dilution calc and flag detection
see documentationcurrency_convertMulti-currency conversion for international rounds (166 currencies, live rates)
see documentationyc_searchSearch 2000+ YC companies by batch, industry, or keyword (live API)
see documentationsec_searchSearch SEC EDGAR for SAFE agreements and fundraising filings (live API)
see documentationGovernance
Understand the effect of every tool.
A server connection inherits the authority of its credentials and deployment environment. The declarations below come from this project’s README and MCP registry manifest; your application still decides which tools an agent receives and where approval is required.
16 see documentation
- Review the server documentation and deployment credentials before enabling it for an agent.
MCP surface
What the current documentation declares.
MCP can carry tools, resources, prompts, structured results, progress, cancellation, and long-running work. This record highlights the modern protocol features explicitly mentioned by this repository.
The current README concentrates on its tool surface. Check the source and release notes before relying on optional MCP capabilities beyond tool discovery and invocation.
rmcp
Install and connect
Follow the project’s documented starting point.
Install the server in the environment that owns its credentials and domain access. Add it to your MCP host, verify the discovered tools, and narrow the toolset before giving it to a production agent.
Install
cargo install mcp-fundraiseMCP client configuration
{
"mcpServers": {
"fundraise": { "command": "mcp-fundraise" }
}
}Commands and configuration are extracted from the public README. Confirm prerequisites, environment variables, and release-specific options in the official documentation before deployment.
Official documentation
Continue with the project maintainers’ source of truth.
This page provides an approachable map of the server. The repository remains authoritative for exact schemas, prerequisites, configuration, examples, tests, releases, and security updates.
Keep exploring
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Source record
Release and repository metadata for this catalog entry.
- Version
- 1.0.0
- License
- Apache-2.0
- Tools
- 16
- Revision
- 3547ef93bc67
- Updated
- May 27, 2026
Transportsstdio