--- title: MCP & agent integrations | SpinForge url: https://spin-forge.com/solutions/agent-integrations description: Connect the selected SpinForge products to compatible AI clients, coding tools and agent workflows through their available MCP interfaces, with CLI and… --- [All solution workflows ](https://spin-forge.com/workflows) 04 / BUILD & INTEGRATE MCP & AGENT INTEGRATIONS # Bring computation into the tools you use. Connect the selected SpinForge products to compatible AI clients, coding tools and agent workflows through their available MCP interfaces, with CLI and headless alternatives. [Discuss this workflow](https://spin-forge.com/contact?product=workflow-agent-integrations&interface=all&brief=SpinForge+solution+request%3A+MCP+%26+agent+integrations%0A%0ACustomer+objective%3A+%0AExisting+system%3A+%0A%0APlease+scope+the+supported+workflow%2C+selected+products+and+delivery+responsibilities.%0AProducts+to+review%3A+AgentForge%2C+UNISOLVE%2C+SpinForge+%2B+Atlas%2C+GARMO+UCS%2C+GarmoForge%2C+GraphForge%0A%0AAcceptance+measures%3A%0A-+Successful+discovery+and+invocation+in+the+accepted+client%0A-+Correct+error+and+result-state+handling%0A-+Enforced+operation+and+cost+boundaries%0A-+Time+to+first+useful+supported+operation%0A%0ACLI%2C+MCP+and+headless+are+included+in+the+relevant+product+entitlement%E2%80%94not+three+separate+subscriptions.+Guided+onboarding+is+%245%2C000+for+its+existing+defined+scope%3B+a+custom+agent+or+directory+integration+is+separately+quoted.) [See what you get](https://spin-forge.com/solutions/agent-integrations?section=workflow-delivery) Available products. A customer-specific workflow. CLI · MCP · Headless BUILT FOR AI-platform companies, engineering teams and integrators adding reliable computational tools to an existing client or assistant. THE CHALLENGE / THE RESPONSE ## Start with what needs to change. A useful implementation has a specific job. The scope is built around your original requirements, environment and acceptance criteria. 01 ### The assistant cannot perform the actual computation. A natural-language answer is not a substitute for executing a supported mathematical or infrastructure operation. HOW SPINFORGE HELPS Expose the relevant product operations to a compatible client and return the actual tool outputs for interpretation. The computational result comes from the product. 02 ### Switching tools interrupts the workflow. Users should not need to copy every request into another graphical application just to use a licensed capability. HOW SPINFORGE HELPS Use the available MCP interface from the chosen client, or invoke the CLI headlessly from existing scripts. Keep the customer workflow in its current environment. 03 ### Tool access needs boundaries. Discovery, credentials, expensive operations and result handling need a defined integration rather than an unrestricted connection. HOW SPINFORGE HELPS Scope permitted operations, transport, credentials, budgets and approvals. Document the supported client setup and handling of failed or incomplete operations. THE DELIVERY ## Know what you are getting. The final order identifies the selected products, integration work and operating responsibilities. Included components and work are not charged again. 01 ### A selected tool surface The products and exposed operations that belong in the customer’s workflow, without an unnecessary full-catalog connection. 02 ### Connection guidance Product-specific CLI, MCP and headless access information, with compatible client, transport and authentication details reviewed for the deployment. 03 ### Result-handling conventions A defined way to preserve status, evidence and errors when returning results to the AI client. 04 ### Integration and rollout support An optional client configuration, acceptance test and support handoff. Public directory submissions are separate from private use. AN ILLUSTRATIVE WORKFLOW ## An engineering assistant runs a real check. A team uses a compatible AI client to request a supported model check and summarize its outcome. The integration keeps the original artifact identity and does not turn an unproved result into a proof. Explanation only—not a live product run or a claimed customer deployment. 01 / 03 ### Choose tools and permissions Select the product operations, client environment and least-privilege access required for the task. QUALIFY THE FIT ## Your requirements. An explicit scope. Agree the supported models, execution environment and acceptance measures before committing to the delivery. ### What you bring - Client/agent and intended task - Selected products and allowed operations - Local or remote connection requirements - Credentials, spending limits and approval rules ### What we measure - Successful discovery and invocation in the accepted client - Correct error and result-state handling - Enforced operation and cost boundaries - Time to first useful supported operation THE BOUNDARY All 64 products have CLI, MCP and headless access. Compatibility and authentication remain product/client-specific. This site does not connect a live server or claim approval in any third-party directory. Purchases, distribution and listings follow the relevant host’s rules. PRODUCTS TO CONSIDER Choose the relevant capability. Not every workflow needs every product. [AgentForge](https://spin-forge.com/agentforge) [UNISOLVE](https://spin-forge.com/unisolve) [SpinForge + Atlas](https://spin-forge.com/spinforge) [GARMO UCS](https://spin-forge.com/ucs) [GarmoForge](https://spin-forge.com/garmoforge) [GraphForge](https://spin-forge.com/forge15/graphforge) HOW TO BUY ## Use the access you already license. CLI, MCP and headless are included in the relevant product entitlement—not three separate subscriptions. Guided onboarding is $5,000 for its existing defined scope; a custom agent or directory integration is separately quoted. [Review existing plans](https://spin-forge.com/plans?plan=developer&items=agentforge§ion=access-configure) [All prices & rights](https://spin-forge.com/pricing) PREPARE YOUR SCOPE Delivery preference Preferred access What should this workflow accomplish? What would make the result acceptable? Prepared locally in your browser. Review the message on the contact page and send it through your email application. No model upload, account activation, job execution or payment occurs here. BEFORE YOU BUY ## A few useful distinctions. **Is MCP available now?**Yes. CLI, MCP and headless access are available across all 64 named products. Request the selected product’s connection details for the client you use. **Is SpinForge already in a particular plugin directory?**This page does not claim a directory listing or approval. Direct supported integration and any third-party publishing process are different activities. **Does the AI client get unrestricted execution?**No. Product licensing, credentials, allowed operations, spending limits and customer approval rules still apply. **What does the current UNISOLVE release add?**UNISOLVE exposes solve_any through a stdio MCP server. It detects supported files, dispatches or races compatible profiles and gates acceptance through solver-specific and generic checks. RELATED WORK ## Another way to move forward. Use a capability directly or bring it into a wider workflow. The existing products and commercial agreements remain independently available. [03 ### AI training & evaluation environments Commission a task environment or evaluation suite in which supported mathematical and decision outcomes are checked by code, not judged only by the fluency of an explanation.](https://spin-forge.com/solutions/ai-training-evaluation) [06 ### Embedded decision services Add a bounded optimization, configuration-checking or re-planning capability to the product your customers already use. Keep your user experience; integrate the computational capability behind it.](https://spin-forge.com/solutions/embedded-decisions) [View all 17 solution workflows](https://spin-forge.com/workflows) A CONNECTED CUSTOMER PROGRAM ## A useful outcome. A defined delivery. Commission the model, integration and acceptance work needed for your task. Existing products stay independently available. [03 / Scoped customer program ### Improve a computational workflow Commission a bounded performance improvement with source identity, numerical acceptance and the appropriate checking evidence.](https://spin-forge.com/programs/compute-improvement) [Explore decision programs](https://spin-forge.com/decision-systems)