exa-rate-limits
Implement Exa rate limiting, backoff, and idempotency patterns. Use when handling rate limit errors, implementing retry logic, or optimizing API request throughput for Exa. Trigger with phrases like "exa rate limit", "exa throttling", "exa 429", "exa retry", "exa backoff".
Install
mkdir -p .claude/skills/exa-rate-limits && curl -L -o skill.zip "https://mcp.directory/api/skills/download/8158" && unzip -o skill.zip -d .claude/skills/exa-rate-limits && rm skill.zipInstalls to .claude/skills/exa-rate-limits
About this skill
Exa Rate Limits
Overview
Handle Exa API rate limits gracefully. Default limit is 10 QPS (queries per second) across all endpoints. Rate limit errors return HTTP 429 with a simple { "error": "rate limit exceeded" } response. For higher limits, contact hello@exa.ai for Enterprise plans.
Rate Limit Structure
| Endpoint | Default QPS | Notes |
|---|---|---|
/search | 10 | Most endpoints share this limit |
/find-similar | 10 | Same pool as search |
/contents | 10 | Same pool |
/answer | 10 | Same pool |
| Research API | Concurrent task limit | Long-running operations |
Prerequisites
exa-jsSDK installed- Understanding of async/await patterns
Instructions
Step 1: Exponential Backoff with Jitter
import Exa from "exa-js";
const exa = new Exa(process.env.EXA_API_KEY);
async function withBackoff<T>(
operation: () => Promise<T>,
config = { maxRetries: 5, baseDelayMs: 1000, maxDelayMs: 32000 }
): Promise<T> {
for (let attempt = 0; attempt <= config.maxRetries; attempt++) {
try {
return await operation();
} catch (err: any) {
const status = err.status || err.response?.status;
// Only retry on 429 (rate limit) and 5xx (server errors)
if (status !== 429 && (status < 500 || status >= 600)) throw err;
if (attempt === config.maxRetries) throw err;
// Exponential delay with random jitter to prevent thundering herd
const exponentialDelay = config.baseDelayMs * Math.pow(2, attempt);
const jitter = Math.random() * 500;
const delay = Math.min(exponentialDelay + jitter, config.maxDelayMs);
console.log(`[Exa] ${status} — retry ${attempt + 1}/${config.maxRetries} in ${delay.toFixed(0)}ms`);
await new Promise(r => setTimeout(r, delay));
}
}
throw new Error("Unreachable");
}
// Usage
const results = await withBackoff(() =>
exa.searchAndContents("AI research", { numResults: 5, text: true })
);
Step 2: Request Queue with Concurrency Control
import PQueue from "p-queue";
// Limit to 8 concurrent requests (under the 10 QPS limit)
const exaQueue = new PQueue({
concurrency: 8,
interval: 1000, // per second
intervalCap: 10, // max 10 per interval (matches Exa's QPS limit)
});
async function queuedSearch(query: string, opts: any = {}) {
return exaQueue.add(() => exa.searchAndContents(query, opts));
}
// Batch many queries safely
async function batchSearch(queries: string[]) {
const results = await Promise.all(
queries.map(q => queuedSearch(q, { numResults: 5, text: true }))
);
return results;
}
Step 3: Adaptive Rate Limiter
class AdaptiveRateLimiter {
private currentDelay = 100; // ms between requests
private minDelay = 50;
private maxDelay = 5000;
private consecutiveSuccesses = 0;
private lastRequestTime = 0;
async execute<T>(fn: () => Promise<T>): Promise<T> {
const now = Date.now();
const elapsed = now - this.lastRequestTime;
if (elapsed < this.currentDelay) {
await new Promise(r => setTimeout(r, this.currentDelay - elapsed));
}
try {
this.lastRequestTime = Date.now();
const result = await fn();
this.consecutiveSuccesses++;
// Speed up after 10 consecutive successes
if (this.consecutiveSuccesses >= 10) {
this.currentDelay = Math.max(this.minDelay, this.currentDelay * 0.8);
this.consecutiveSuccesses = 0;
}
return result;
} catch (err: any) {
if (err.status === 429) {
// Slow down on rate limit
this.currentDelay = Math.min(this.maxDelay, this.currentDelay * 2);
this.consecutiveSuccesses = 0;
console.log(`[Exa] Rate limited. New delay: ${this.currentDelay}ms`);
}
throw err;
}
}
}
const limiter = new AdaptiveRateLimiter();
// Combine with backoff
const results = await withBackoff(() =>
limiter.execute(() => exa.search("query", { numResults: 5 }))
);
Step 4: Batch Processing with Rate Awareness
async function processBatch(
queries: string[],
batchSize = 5,
delayBetweenBatches = 1000
) {
const allResults = [];
for (let i = 0; i < queries.length; i += batchSize) {
const batch = queries.slice(i, i + batchSize);
// Process batch concurrently
const batchResults = await Promise.all(
batch.map(q => withBackoff(() =>
exa.searchAndContents(q, { numResults: 3, text: true })
))
);
allResults.push(...batchResults);
// Pause between batches to stay under rate limit
if (i + batchSize < queries.length) {
await new Promise(r => setTimeout(r, delayBetweenBatches));
}
console.log(`Processed ${Math.min(i + batchSize, queries.length)}/${queries.length}`);
}
return allResults;
}
Error Handling
| Issue | Cause | Solution |
|---|---|---|
| 429 errors | Exceeding 10 QPS | Implement backoff + queue |
| Burst rejected | Too many simultaneous requests | Use p-queue with intervalCap |
| Batch job failures | No delay between batches | Add delayBetweenBatches |
| Inconsistent throttling | No jitter in retry | Add random jitter to prevent thundering herd |
Examples
Simple Retry Wrapper
async function retrySearch(query: string, maxRetries = 3) {
for (let i = 0; i <= maxRetries; i++) {
try {
return await exa.search(query, { numResults: 5 });
} catch (err: any) {
if (err.status !== 429 || i === maxRetries) throw err;
await new Promise(r => setTimeout(r, 1000 * Math.pow(2, i)));
}
}
}
Resources
Next Steps
For security configuration, see exa-security-basics.
More by jeremylongshore
View all skills by jeremylongshore →You might also like
flutter-development
aj-geddes
Build beautiful cross-platform mobile apps with Flutter and Dart. Covers widgets, state management with Provider/BLoC, navigation, API integration, and material design.
drawio-diagrams-enhanced
jgtolentino
Create professional draw.io (diagrams.net) diagrams in XML format (.drawio files) with integrated PMP/PMBOK methodologies, extensive visual asset libraries, and industry-standard professional templates. Use this skill when users ask to create flowcharts, swimlane diagrams, cross-functional flowcharts, org charts, network diagrams, UML diagrams, BPMN, project management diagrams (WBS, Gantt, PERT, RACI), risk matrices, stakeholder maps, or any other visual diagram in draw.io format. This skill includes access to custom shape libraries for icons, clipart, and professional symbols.
ui-ux-pro-max
nextlevelbuilder
"UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 8 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, mobile app, .html, .tsx, .vue, .svelte. Elements: button, modal, navbar, sidebar, card, table, form, chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, flat design. Topics: color palette, accessibility, animation, layout, typography, font pairing, spacing, hover, shadow, gradient."
godot
bfollington
This skill should be used when working on Godot Engine projects. It provides specialized knowledge of Godot's file formats (.gd, .tscn, .tres), architecture patterns (component-based, signal-driven, resource-based), common pitfalls, validation tools, code templates, and CLI workflows. The `godot` command is available for running the game, validating scripts, importing resources, and exporting builds. Use this skill for tasks involving Godot game development, debugging scene/resource files, implementing game systems, or creating new Godot components.
nano-banana-pro
garg-aayush
Generate and edit images using Google's Nano Banana Pro (Gemini 3 Pro Image) API. Use when the user asks to generate, create, edit, modify, change, alter, or update images. Also use when user references an existing image file and asks to modify it in any way (e.g., "modify this image", "change the background", "replace X with Y"). Supports both text-to-image generation and image-to-image editing with configurable resolution (1K default, 2K, or 4K for high resolution). DO NOT read the image file first - use this skill directly with the --input-image parameter.
fastapi-templates
wshobson
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
Related MCP Servers
Browse all serversUnlock seamless Figma to code: streamline Figma to HTML with Framelink MCP Server for fast, accurate design-to-code work
Access official Microsoft Docs instantly for up-to-date info. Integrates with ms word and ms word online for seamless wo
Integrate Feishu (Lark) for seamless document retrieval, messaging, and collaboration via TypeScript CLI or HTTP server
Reddit Buddy offers powerful Reddit API tools for browsing, searching, and data annotation with secure access, rate limi
Reddit Buddy offers clean access to Reddit API, advanced reddit tools, and seamless data annotation reddit with smart ca
Explore Magic UI, a React UI library offering structured component access, code suggestions, and installation guides for
Stay ahead of the MCP ecosystem
Get weekly updates on new skills and servers.