Kosha Model Discovery
Local package path declaredNo credentials listedRepository declared by sourceUpdated 2026-10-06
io.github.sriinnu/kosha-discovery · Registry status: active
At a glance
Tells your agent which model to use and what it costs, across 46 providers and local runtimes.
Vendor's own description, untranslated and unverified
- Execution location
- Local package path declaredMCP-Register · 2026-09-20
- Required secrets declared
- No credentials listedMCP-Register · 2026-09-20
- Declared version and change
1.8.1· Source-reported change date 2026-10-06MCP-Register · 2026-10-07- Repository as declared
- github.com/sriinnu/kosha-discoveryMCP-Register · 2026-09-20
- Configuration
- can be built from the disclosed start template
Inspect connection paths and prerequisites
Related categories
- MCP servers without declared required secrets35,800
- Locally executed MCP servers17,056
- MCP servers with a repository URL30,107
- Local MCP servers without declared required secrets13,238
- Local MCP servers with a repository URL16,152
- MCP servers over stdio only13,710
6 of 11 categories. All categories in the segment catalogue
Page last changed:
Sources and collection
- Runs
- Local package path declared
- Credentials
- No credentials listed
- Registry record changed
- 2026-10-06
- Setup
- Template available
- Registry name
io.github.sriinnu/kosha-discovery- Package coordinate
npm:@sriinnu/kosha-discovery- Declared version
1.8.1- Source-reported listing date
- 2026-10-06
- Source-reported change date
- 2026-10-06
- First seen by tracevero
- 2026-09-20
- Vendor's website
- https://github.com/sriinnu/kosha-discovery
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Required secrets declared | No credentials listed no Original data – Required secret variables (raw): confirmed absent Original data – Required secret headers (raw): confirmed absent Source: MCP-Register · collected on 2026-09-20 · derived |
|---|---|
| Execution location | Local package path declared local Original data – Transports (raw): stdio Source: MCP-Register · collected on 2026-09-20 · derived |
| Path argument present | no Original data – Path arguments (raw): confirmed absent Original data – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-09-20 · derived |
| Repository URL listed | Repository declared by source yes Original data – Repository (raw): https://github.com/sriinnu/kosha-discovery Source: MCP-Register · collected on 2026-09-20 · derived |
| Declared version | 1.8.1 Source: MCP-Register · collected on 2026-10-07 · self-declared |
What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.
Source data25
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 |
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Changes
| 2026-10-07 | Declared version: 1.7.0 → 1.8.1 |
|---|---|
| 2026-10-07 | Last changed in the registry (raw): 2026-10-05 → 2026-10-06 |
| 2026-10-07 | First listed in the registry (raw): 2026-10-05 → 2026-10-06 |
These are the 3 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-sriinnu-kosha-discovery