Show HN: Pctx – OSS to build efficient AI agents with Code Mode
github.comHey HN! I built pctx, a framework that lets AI agents execute code directly instead of making tool calls to save on tokens on MCP.
I've been working on code generation in Rust for 2 years, mostly fighting with OpenAPI specs that are either missing or incorrect. MCP's self-documenting nature made this a fun project to tackle since the servers describe their own capabilities accurately. I could focus on building execution sandboxes instead of wrestling with bad specs. After seeing how Cloudflare and Anthropic's Code Mode implementations reduced tokens, I decided to build an open-source version with a focus on correctness and local-first design.
pctx prioritizes reliability (TypeScript validation pre execution) and DevEx (no dependencies, 100% local, built-in MCP auth)
Technical details: - Two locked-down Deno sandboxes: - TypeScript compilation/validation (pre-execution) - Execution with MCP network access only - Compiles to a single binary, no dependencies - Built-in TypeScript code generator and MCP auth utilities - Uses the official rmcp client/server within the execution runtime
Coming soon: - Automatic authentication of the pctx server - Python and TypeScript SDKs for using natively in agent frameworks - Anything else people want - One-click cloud deployment (see website)
GitHub: https://github.com/portofcontext/pctx Website: https://portofcontext.com
Would love your feedback on this. Thanks!
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