Top AI Repos โ open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
๐ A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi, Exa), AI tools (Kagi FastGPT, Exa, Linkup), and content extraction services (Firecrawl, Tavily, Kagi). Includes GitHub search. All through a single interface.
| Date | Stars |
|---|---|
| 2026-07-31 | 339 |
| 2026-08-02 | 339 |
| 2026-08-06 | 339 |
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# mcp-omnisearch
[](https://viteplus.dev)
[](https://vitest.dev)
A Model Context Protocol (MCP) server that provides unified access to
Tavily, Brave, Kagi, Exa AI, GitHub, Linkup, and Firecrawl through
four consolidated tools.
<a href="https://glama.ai/mcp/servers/gz5wgmptd8">
<img width="380" height="200" src="https://glama.ai/mcp/servers/gz5wgmptd8/badge" alt="Glama badge" />
</a>
## Quick start
```bash
pnpm install
pnpm run build
node ./dist/index.js
```
Configure the server in your MCP client with whichever provider keys
you have. Providers without keys are skipped and the rest keep
working.
```json
{
"mcpServers": {
"mcp-omnisearch": {
"command": "node",
"args": ["/path/to/mcp-omnisearch/dist/index.js"],
"env": {
"TAVILY_API_KEY": "your-tavily-key",
"KAGI_API_KEY": "your-kagi-key",
"BRAVE_API_KEY": "your-brave-key",
"GITHUB_API_KEY": "your-github-token",
"EXA_API_KEY": "your-exa-key",
"LINKUP_API_KEY": "your-linkup-key",
"FIRECRAWL_API_KEY": "your-firecrawl-key"
}
}
}
}
```
## Tools
### `web_search`
Search the web with Tavily, Brave, Kagi, Exa, or Kagi Enrichment.
```json
{
"query": "sveltekit remote functions site:docs.svelte.dev",
"provider": "brave",
"limit": 10
}
```
### `ai_search`
Get sourced AI answers with Kagi FastGPT, Exa Answer, or Linkup.
```json
{
"query": "Explain the differences between REST and GraphQL",
"provider": "kagi_fastgpt"
}
```
### `github_search`
Search GitHub code, repositories, or users.
```json
{
"query": "filename:remote.ts @sveltejs/kit",
"search_type": "code",
"limit": 5
}
```
### `web_extract`
Extract, crawl, scrape, summarize, or find similar content with
Tavily, Kagi, Firecrawl, or Exa.
```json
{
"url": "https://example.com/long-article",
"provider": "kagi",
"mode": "summarize"
}
```
## Documentation
- [Provider selection](docs/provider-selection.md) โ choose providers
by task, key, mode, and capability.
- [Search operators](docs/search-operators.md) โ operator support
matrix and tested examples.
- [Large results](docs/large-results.md) โ inline vs file response
behavior and remote deployment caveats.
- [Deployment](docs/deployment.md) โ MCP client, WSL, Docker, cloud,
and Firecrawl setup.
- [Troubleshooting](docs/troubleshooting.md) โ keys, access,
validation, rate limits, and common failures.
## Environment variables
- `TAVILY_API_KEY`
- `KAGI_API_KEY`
- `BRAVE_API_KEY`
- `GITHUB_API_KEY`
- `EXA_API_KEY`
- `LINKUP_API_KEY`
- `FIRECRAWL_API_KEY`
- `FIRECRAWL_BASE_URL` optional, for self-hosted Firecrawl
- `OMNISEARCH_LARGE_RESULT_MODE` optional, `file` default or `inline`
## Development
```bash
pnpm install
pnpm run build
pnpm test
```
Please read [CONTRIBUTING.md](CONTRIBUTING.md) before opening a PR.
## License
MIT License - see [LICENSE](LICENSE).
## Acknowledgments
Built on
[Model Context Protocol](https://github.com/modelcontextprotocol),
[Tavily](https://tavily.com), [Kagi](https://kagi.com),
[Brave Search](https://search.brave.com), [Exa AI](https://exa.ai),
[Linkup](https://linkup.so), and [Firecrawl](https://firecrawl.dev).
Excerpt of 3,336 characters
Read on GitHubWould you bet a product on this? Bounded 0โ100 and slow moving.
matched fp:4ba16b732628b96d, topic:mcp, topic:model-context-protocol, desc:model context protocol