Raw values for Kosha Model Discovery
io.github.sriinnu/kosha-discovery · Registry status: active
What the source declared verbatim, unchanged and uninterpreted. The derived values on the overview page are computed from these.
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Description (raw) | Tells your agent which model to use and what it costs, across 46 providers and local runtimes. Source: MCP-Register · collected on 2026-10-06 · self-declared |
|---|---|
| Environment variables (raw) | ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY, OPENROUTER_API_KEY, XAI_API_KEY, TYPESAFE_API_KEY, KOSHA_CACHE_TTL_HOURS Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Required secret variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Transports (raw) | stdio Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Repository (raw) | https://github.com/sriinnu/kosha-discovery Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Package registries (raw) | npm Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Required secret headers (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Remote URLs (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Remote hosts (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| First listed in the registry (raw) | 2026-10-06 Source: MCP-Register · collected on 2026-10-07 · self-declared |
| Last changed in the registry (raw) | 2026-10-06 Source: MCP-Register · collected on 2026-10-07 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Delivery form (raw) | package Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Package identifiers (raw) | @sriinnu/kosha-discovery Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Package versions (raw) | 1.8.1 Source: MCP-Register · collected on 2026-10-07 · self-declared |
| Runtime hints (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Environment variable formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Environment variable descriptions (raw) | ANTHROPIC_API_KEY=Anthropic API key. Optional — without it, Anthropic models are read from the public models.dev / LiteLLM catalogs instead of the live API. · GOOGLE_API_KEY=Google AI Studio / Gemini API key. Optional. · KOSHA_CACHE_TTL_HOURS=Override the discovery cache TTL. Defaults to 24 hours. · OPENAI_API_KEY=OpenAI API key. Optional — falls back to the public catalogs when absent. · OPENROUTER_API_KEY=OpenRouter key. Optional for discovery (unauthenticated requests are rate-limited), required to execute through OpenRouter. · TYPESAFE_API_KEY=TypeSafe System One (Jev) API key. Optional. · XAI_API_KEY=xAI (Grok) API key. Optional. Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-09-20 · self-declared |
| Connection paths (source structure) | {"packages":[{"registryType":"npm","identifier":"@sriinnu/kosha-discovery","version":"1.8.1","transport":"stdio","environment":[{"name":"ANTHROPIC_API_KEY","description":"Anthropic API key. Optional — without it, Anthropic models are read from the public models.dev / LiteLLM catalogs instead of the live API.","required":false,"secret":true},{"name":"OPENAI_API_KEY","description":"OpenAI API key. Optional — falls back to the public catalogs when absent.","required":false,"secret":true},{"name":"GOOGLE_API_KEY","description":"Google AI Studio / Gemini API key. Optional.","required":false,"secret":true},{"name":"OPENROUTER_API_KEY","description":"OpenRouter key. Optional for discovery (unauthenticated requests are rate-limited), required to execute through OpenRouter.","required":false,"secret":true},{"name":"XAI_API_KEY","description":"xAI (Grok) API key. Optional.","required":false,"secret":true},{"name":"TYPESAFE_API_KEY","description":"TypeSafe System One (Jev) API key. Optional.","required":false,"secret":true},{"name":"KOSHA_CACHE_TTL_HOURS","description":"Override the discovery cache TTL. Defaults to 24 hours.","required":false,"secret":false}],"additional_arguments_declared":false}],"remotes":[]} Source: MCP-Register · collected on 2026-10-07 · self-declared |
Position within the directory
How many of the 41,867 published entries carry the same measured value. A reference figure, not an assessment.
- Required secrets declaredno35,800 of 41,867 carry this value (86 %)View these entries
- Execution locationlocal17,056 of 41,867 carry this value (41 %)View these entries
- Path argument presentno41,369 of 41,867 carry this value (99 %)View these entries
- Repository URL listedyes30,107 of 41,867 carry this value (72 %)View these entries
All 4 values together are carried by 12,140 of 41,867 entries.
tracevero · https://tracevero.com/mcp/io-github-sriinnu-kosha-discovery/rohangaben