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mcp-omnisearch

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MCP server for integrating Omnisearch with LLMs

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# Troubleshooting ## API keys and access Each provider requires its own key: - Tavily: `TAVILY_API_KEY` - Kagi: `KAGI_API_KEY`; some features may require a Business/Team plan - Brave: `BRAVE_API_KEY` - GitHub: `GITHUB_API_KEY`; use a public-access token with no scopes - Exa: `EXA_API_KEY` - Linkup: `LINKUP_API_KEY` - Firecrawl: `FIRECRAWL_API_KEY` Missing keys do not stop the server. The matching provider is skipped and configured providers remain available. ## Common failure modes | Symptom | Likely cause | Fix | | ----------------------------------------- | --------------------------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------- | | Provider is unavailable | Missing API key | Set the provider key and restart the MCP server. Check `omnisearch://providers/status`. | | Request fails with unauthorized/forbidden | Invalid key or plan mismatch | Verify the key belongs to the provider and has access to the endpoint or plan tier. | | Query rejected before provider call | Invalid input | Check for empty queries, unsupported modes, malformed domains, or unsupported URL protocols. | | Repeated transient errors | Rate limits, timeout, network failure, or provider 5xx | Retry later or lower request volume. Retryable failures are handled separately from invalid credentials and validation failures. | | Returned file path cannot be read | Server wrote a temp file on a remote/container filesystem | Retry with `large_result_mode: "inline"` or set `OMNISEARCH_LARGE_RESULT_MODE=inline`. | ## GitHub token setup For GitHub search, create a personal access token with public repository access only: 1. Open [GitHub personal access tokens](https://github.com/settings/tokens). 2. Select **Generate new token** then **Generate new token (classic)**. 3. Name it `MCP Omnisearch - Public Search`. 4. Choose an expiration. 5. Leave all scopes unchecked. 6. Generate the token and set it as `GITHUB_API_KEY`. Security notes: - No scopes means no private repository access. - The token can access public code search, repository discovery, and user profiles. - GitHub code search has stricter rate limits than general API requests. - Revoke the token anytime from GitHub settings. ## Rate limits Each provider has its own limits. MCP Omnisearch formats provider rate-limit errors and retries only retryable classes such as 429, timeouts, network failures, and 5xx responses. Invalid credentials and validation failures are not retried. ## Large result paths If a tool response points to a temp file, that file exists on the MCP server host. Local stdio clients can usually read it. Remote HTTP clients, hosted clients, and containers usually cannot. Use `inline` mode in those deployments. See [large results](large-results.md).