Ross ROSS = Recommend OSS · open-source software intelligence for agents

open-webui/openapi-servers

OpenAPI Tool Servers observed · 2026-08-28

github.com/open-webui/openapi-servers · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

39/100

  • Activity 43
  • Release rhythm 35
  • Longevity 37

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 524
  • days_rel: n/a
  • days_push: 342
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1059 stars · 180 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A collection of reference OpenAPI Tool Server implementations that expose external tools and data sources to LLM agents over standard REST APIs. It uses the OpenAPI specification instead of proprietary protocols, with FastAPI-based examples for filesystem, git, memory, and weather servers.

Use cases

  • expose tools to llm agents via openapi
  • give an ai agent filesystem access through an api
  • build a tool server for open webui
  • replace mcp servers with openapi-based tool servers
  • add persistent memory to llm workflows
  • serve git repository access to ai agents

When to choose

  • you want to integrate external tools into LLM agents using standard REST/OpenAPI instead of proprietary protocols
  • you already build FastAPI or OpenAPI services and want agent-compatible tool servers
  • you need simple, self-hostable reference servers for filesystem, git, or memory tools

When to avoid

  • you specifically require the MCP protocol or its ecosystem of existing MCP clients
  • you need a production-ready turnkey product rather than reference implementations to adapt
  • your stack cannot expose HTTP/REST endpoints

Facets

service · maturity active

api-framework http-server mcp agent-framework sdk artificial-intelligence large-language-models developer-tools apis python self-hosted cross-platform openapi tool-servers fastapi llm-tools reference-implementations open-webui ai-agents docker web-server

1 source

Member repositories

RepositoryRoleHealth v2
open-webui/openapi-serversmain39

For agents

markdown · JSON · MCP: product_card(name="open-webui/openapi-servers")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem