cospec
Write workflows in an IDE and deploy MCP servers
63 followers
Write workflows in an IDE and deploy MCP servers
63 followers
cospec is an IDE that allows you and your team to connect data from any platform, write workflows and deploy unified MCP servers for your AI agents. All with no code.
cospec
This is super interesting. I am wondering how many times does the Agent go awry (read hallucinate) with a losely defined spec. I have seen a lot of Agent prompts bloat up as complexity increases. Thoughts Jaron?
cospec
@hkalra16Ā Great question! This is exactly why we built cospec around structured workflows rather than open-ended agent prompting.
The key differenceācospec specs aren't loose natural language instructions to an agent. They're structured workflows that define specific tool calls and data flows.
Think more like "when GitHub issue is created ā check if title contains 'bug' ā create Jira ticket in Bug project ā notify #dev-team" rather than "help me manage my GitHub issues however you think is best."
Unlike other MCP tools, we only expose the tools you need rather than 20+ tools available on each integration.
This means you further eliminate the guess work for your agents.
The MCP protocol enforces this structureāeach tool has defined inputs/outputs with strict schemas. So instead of prompt bloat, you get predictable, repeatable workflows.
(If you've used AI tools like Cursor or Claude, human-in-the-loop is enabled by default. So you get to do your checks for more sensitive tasks)
Congrats! Since your sospec accuracy depends on complete and accurate logs, telemetry, and config data, what specific tools or processes do you use to detect and correct data errors in real-time? How do you handle cases when critical data is missing or corrupted to maintain system reliability and consistent output?
cospec
@vouchyĀ Thanks! cospec connects AI workflows to your existing tools like GitHub, Jira, Google Drive, etc. through their standard APIs.
We are working on telemetry and observability features for enterprise users to monitor workflow performance, but that's separate from the core workflow execution.
In the workflows themselvesāwe're making structured tool calls with defined schemas.
Think of it more like Zapier connecting your tools, but for AI workflows.
So if GitHub's API is down, our workflow can't create issues.
If your Google Doc doesn't exist, we can't read it.
But that's just normal API behaviorāsame as if you were using these tools directly.
AltPage.ai
No way, writing workflows straight in an IDE and instantly spinning up MCP servers? Thatās a game changer for dev speed. Does it support VS Code extensions out of the box?
cospec
@joey_zhu_seopage_aiĀ Truly, I've been saving a lot of time using it to write cospec already
Not VS Code extensions out of the box. But we provide the config json which you paste directly into your .vscode/mcp.json file!
For Cursor, there's a deeplink setup where we can add it to directly into your mcp config with no setup required
GPT-4o
Whoa, this is truely cool! The unified AI context thing is such a game-changerāI'm *so* tired of jumping between a million different apps. Connecting all those tools into one workflow? Ngl, that's kinda genius imo. How customizable is it for automating our internal design handoff process?
Agnes AI
Love how cospec actually lets AI see *all* your tools at onceāno more context switching chaos, fr. This is a gamechanger for real workflows, ngl!
cospec
@cruise_chenĀ such kind words and 2 comments! I think I love you, Cruise Chen.
I feel the sameāthere's so much potential for agentic automation now!
Agnes AI
Finally, someone tackling the "AI agents can't see the *whole* picture" problemāletting workflows pull from everywhere is so smart, ngl this is gonna save teams major time.