mcp-omnisearch
Version:
MCP server for integrating Omnisearch with LLMs
65 lines (64 loc) • 3 kB
JavaScript
import { http_json } from '../../../common/http.js';
import { handle_provider_error, retry_with_backoff, sanitize_query, validate_api_key, } from '../../../common/utils.js';
import { config } from '../../../config/env.js';
export class ExaSearchProvider {
constructor() {
this.name = 'exa';
this.description = 'AI-powered web search using neural and keyword search. Optimized for AI applications with semantic understanding, content extraction, and research capabilities.';
}
async search(params) {
const api_key = validate_api_key(config.search.exa.api_key, this.name);
const search_request = async () => {
try {
const request_body = {
query: sanitize_query(params.query),
type: 'auto', // Let Exa choose between neural and keyword search
numResults: params.limit ?? 10,
useAutoprompt: true,
contents: {
text: { maxCharacters: 3000 },
livecrawl: 'fallback',
},
};
// Add domain filtering if provided
if (params.include_domains &&
params.include_domains.length > 0) {
request_body.includeDomains = params.include_domains;
}
if (params.exclude_domains &&
params.exclude_domains.length > 0) {
request_body.excludeDomains = params.exclude_domains;
}
const data = await http_json(this.name, `${config.search.exa.base_url}/search`, {
method: 'POST',
headers: {
// Exa accepts either x-api-key or Authorization Bearer
'x-api-key': api_key,
Authorization: `Bearer ${api_key}`,
'Content-Type': 'application/json',
},
body: JSON.stringify(request_body),
});
return data.results.map((result) => ({
title: result.title,
url: result.url,
snippet: result.text || result.summary || 'No content available',
score: result.score || 0,
source_provider: this.name,
metadata: {
id: result.id,
author: result.author,
publishedDate: result.publishedDate,
highlights: result.highlights,
autopromptString: data.autopromptString,
resolvedSearchType: data.resolvedSearchType,
},
}));
}
catch (error) {
handle_provider_error(error, this.name, 'fetch search results');
}
};
return retry_with_backoff(search_request);
}
}