MCP

AI-agent format

Run one workflow across Claude, ChatGPT and Cursor

MCP means write once: verify each client with ping and reuse the same research workflow wherever you work.

DeveloperAgent & Workflow Automationpingchat
The use case

The problem

Your research workflows live where you built them: the prompt sequence that works in Claude, the setup you rigged in Cursor, the thing you'd have to rebuild if you switched. Tool-specific workflows are the new vendor lock-in — softer, but real: every client change or team-member difference means re-plumbing the same logic against a different integration.

MCP's actual promise is the boring one: the protocol is the integration. The veridive server speaks the same tools to Claude, ChatGPT, Cursor, VS Code and whatever ships next — which means a workflow written against the tools (not the client) runs everywhere, survives client churn, and onboards a teammate with a config file instead of a rebuild.

The mechanics

How veridive MCP helps

ping is the portability test: connect the veridive server in a new client, ping, and the workflow's foundation is verified — same server, same tools, same behavior. What changes per client is chrome (how scheduling works, where configs live); what persists is everything that matters: the tool calls and the prompt logic.

chat rounds out the portable layer: conversational continuity through veridive itself (the chat tool carries a resumable id), so even multi-turn research threads survive client hops. The practical wins: your personal workflows follow you across tools; team workflows distribute as MCP configs plus prompt docs; and client choice becomes preference again instead of architecture.

Step by step

How to run it

  1. 1
    Connect veridive MCP everywhere you work

    Same server, same key (or per-client keys) — Claude settings, ChatGPT connectors, Cursor's mcp.json, VS Code's.

    Ping veridive to confirm this client's connection works.
  2. 2
    Write workflows against tools, not clients

    Prompt sequences that name veridive tools and goals port cleanly; client-specific chrome stays out of the core.

    Run my standard research workflow on <topic>: sweep with deep_search, import the best sources, answer with citations — same as I run it in <other client>.
  3. 3
    Distribute to the team as config

    A project-level mcp.json plus the prompt doc — onboarding a teammate is a file, not a build.

    Ping veridive from this fresh setup and run the team's briefing workflow to verify the config distribution worked.
Before vs after

Problems it solves

  • Workflows lock to the client they were built in — soft vendor lock-in via rebuild cost.
  • Team members on different assistants can't share the same research automations.
  • Client migrations mean re-plumbing every integration the workflows leaned on.
  • Multi-turn research threads die at client boundaries.
The payoff

Why it's valuable

  • Write once against the tools; run in every MCP client, present and future.
  • Team workflows ship as configs + prompt docs — onboarding is a file.
  • Client choice returns to being preference, not architecture.
  • The chat tool's resumable threads carry context across the hops.
Copy & paste

Example prompts

Ping veridive — verify this client's connection.
Run the standard research workflow on <topic>, exactly as in <other client>.
Fresh setup: ping, then run the team briefing to verify the config.
Questions

FAQ

What actually differs between clients?

The chrome: how scheduling works, where the MCP config lives, UI affordances. The tool layer — every veridive capability — is identical by protocol, which is the portability guarantee.

How does chat help with portability?

veridive's chat tool returns a resumable chat id — a conversation thread that lives server-side. Start a research thread in one client, continue it in another by resuming the id.

One shared key or per-client keys?

Both work; per-client keys make usage attributable and revocation surgical. For teams, a project-scoped config with its own key is the clean pattern.

Keep going

Related use cases

Run this in your own assistant

Connect the veridive MCP server to Claude, ChatGPT or Cursor and paste the prompts above — setup takes about two minutes.