Agent ecosystem status
Reviewed 2026-10-08. Install Core with pip install implicit-ai. “LIVE” refers to an observed public artifact or endpoint; it does not imply directory approval, client UI verification or users.
| Surface | Status | Available path and limits |
|---|---|---|
| PyPI package | LIVE | Stable 1.0.0; Python SDK, CLI and eight local MCP tools |
| Public repository plugin | LIVE source; MANUAL-CONFIGURATION-ONLY | Local skill/configuration under plugin/ and repository marketplace; Python installation remains required |
| Codex CLI, IDE, desktop local host | MANUAL-CONFIGURATION-ONLY | Documented local stdio configuration; deterministic installed-wheel MCP validation |
| ChatGPT desktop local plugin | MANUAL-CONFIGURATION-ONLY | Repository marketplace on a local host; actual desktop UI installation not asserted |
| ChatGPT web custom MCP | NOT CURRENTLY SUPPORTED by this release | Web connection requires supported HTTP/SSE transport or a compatible Secure MCP Tunnel; Core ships local stdio only |
| OpenAI public skills-only plugin | PREPARED; REQUIRES OWNER ACTION | Owner chooses verified publishing identity and submits the separate skills-only ZIP; acceptance is unverified |
| OpenAI public MCP plugin | REQUIRES OWNER ACTION | Needs approved reachable transport, ownership, policies and review; no remote service is deployed |
| Claude Code | MANUAL-CONFIGURATION-ONLY | Official stdio syntax; see MCP quickstart |
| VS Code / GitHub Copilot | MANUAL-CONFIGURATION-ONLY | Official servers configuration; see MCP quickstart |
| Cursor | MANUAL-CONFIGURATION-ONLY | Official mcpServers configuration; see MCP quickstart |
| Awesome MCP Servers | SUBMITTED | PR #16015; maintainer acceptance pending |
| Official MCP Registry | PREPARED | Current PyPI description lacks its ownership marker; see registry prerequisites |
Current OpenAI MCP guidance documents local client configuration. Plugin packaging distinguishes repository marketplaces from workspace and universal directory publication.
Current OpenAI submission flow requires a verified publishing identity and portal access. Skills-only submissions do not require MCP review cases or a recording; adding MCP to an existing skills-only plugin is unsupported, so preserve separate package identities. No acceptance is implied.
ChatGPT custom MCP guidance describes remote/tunnel connection; a local stdio executable alone is insufficient. A hosted service would require a separate scope, hosting/security design and owner decisions. Do not expose it merely to market this release.
Claude Code, VS Code and Cursor are the configuration references. MCP quickstart contains exact snippets. Client approval and configuration remain local to the developer.