Strutter AI
- Strutterai/StrutterAI
Strutter AI is an MCP server that searches RFP Q&A libraries, drafts proposal responses, and ingests documents for AI-assisted bid writing.
About
Strutter AI is a hosted Model Context Protocol server for AI-powered RFP and proposal response management. developers running agencies, dev shops, or B2B SaaS can connect Claude Code, Cursor, or other MCP clients to search curated question-and-answer libraries, generate draft responses aligned with prior wins, and upload source documents so answers stay consistent across bids. Because it runs as a remote streamable-HTTP endpoint, setup is mainly registering the MCP URL in your agent rather than maintaining infrastructure. It fits developers who repeatedly answer security questionnaires, SOWs, and enterprise RFPs and want the agent to pull from institutional memory instead of reinventing copy each time.
- Streamable-HTTP remote MCP at mcp.strutterai.com—no local server binary
- Search organizational Q&A libraries from the agent context
- Draft RFP and proposal responses with AI assistance
- Upload documents to enrich the response knowledge base
- Strutter AI product focus: end-to-end RFP response management
Strutter AI by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
claude mcp add --transport http strutter https://mcp.strutterai.com/mcpAdd your badge
Show developers this MCP server is listed on Skillselion. Paste this into your README.
| Transport | HTTP |
|---|---|
| Auth | None |
| Repository | Strutterai/StrutterAI ↗ |
What it does
Let your coding agent search past RFP answers, draft new proposal text, and ingest documents into a shared Q&A library.
Who is it for?
Best when you respond to formal RFPs and want MCP-native search-and-draft over a centralized answer bank.
Skip if: Skip if you only ship consumer apps with no proposal workflow, or teams that cannot use a third-party hosted AI service for bid content.
What you get
Your agent pulls approved snippets from a living library and drafts consistent responses while you upload new docs to expand coverage.
- Agent-accessible search over your Q&A library
- Drafted RFP or proposal response text in chat
- Expanded library via uploaded source documents
By the numbers
- MCP protocol: streamable-http remote at https://mcp.strutterai.com/mcp
- Server schema version 1.0.0 in published server metadata
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Hosted sales-proposal MCP integration, not a local codegen or LSP bridge skill.
FAQ
Who is Strutter AI for?
It is for developers and small teams who sell services or B2B products and need fast, consistent RFP and questionnaire responses inside their AI coding agent.
When should I use Strutter AI?
Use it when you are drafting or updating proposal answers, searching what you said on a similar question before, or uploading new compliance or product docs into your response library.
How do I add Strutter AI to my agent?
Register the remote MCP endpoint https://mcp.strutterai.com/mcp (streamable-http) in your client’s MCP configuration and sign in or connect per Strutter’s account flow at strutterai.com.