firecrawl/firecrawl-mcp-server
by Various
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
MCP
firecrawl/firecrawl-mcp-server
Added 13 July 2026
Overview
The Firecrawl MCP Server is an open-source server that integrates web scraping and search capabilities into LLM clients like Cursor and Claude. It uses the Model Context Protocol (MCP) to allow LLMs to crawl and extract data from websites on demand.
Best for
Best for
Developers who want to add web search and scraping directly into their LLM-powered workflows or agents
Use cases
- Enabling LLMs to scrape and summarize web pages in real time
- Feeding structured web data into AI coding assistants for context
- Building autonomous agents that search and extract content from the web
How to use
Install
npx -y @smithery/cli install @mendableai/mcp-server-firecrawl --client claude Tested with
Claude Desktop, Cursor, Windsurf, Continue, VS Code
Example client config
{\n "mcpServers": {\n "firecrawl-mcp": {\n "command": "npx",\n "args": ["-y", "firecrawl-mcp"],\n "env": {\n "FIRECRAWL_API_KEY": "YOUR-API-KEY"\n }\n }\n }\n} Notes
The Firecrawl MCP Server is an open-source server that integrates web scraping and search capabilities into LLM clients like Cursor and Claude. It uses the Model Context Protocol (MCP) to allow LLMs to crawl and extract data from websites on demand.
6,933 stars on GitHub. Last updated 2026-07-12. Licensed MIT.
Use cases
- Enabling LLMs to scrape and summarize web pages in real time
- Feeding structured web data into AI coding assistants for context
- Building autonomous agents that search and extract content from the web
Pros
- Well-documented and popular with 6933 GitHub stars
- Works with multiple LLM clients out of the box
- Written in JavaScript for broad compatibility
Cons
- Requires running and maintaining a server instance
- Web scraping may violate some websites’ terms of service
- Performance depends on network latency and target site reliability
Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.
Pros
- Well-documented and popular with 6933 GitHub stars
- Works with multiple LLM clients out of the box
- Written in JavaScript for broad compatibility
Cons
- Requires running and maintaining a server instance
- Web scraping may violate some websites' terms of service
- Performance depends on network latency and target site reliability
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protostatis/unbrowser
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Single-binary, Chrome-free headless browser for LLM agents. Cheap layer of a two-engine scraping stack — handles 80% of pages at 1/50th Chrome's per-session cost.
pydantic/pydantic-ai/mcp-run-python
Various
AI Agent Framework, the Pydantic way
reading-plus-ai/mcp-server-deep-research
Various
📇 ☁️ - MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
Rendeverance/toolfunnel
Various
Zero-dependency MCP gateway - attach, filter, gate, and observe local tools and MCP servers through one funnel. Create your own MCP servers with zero code!
ricocf/mcp-wolframalpha
Various
A Python-powered Model Context Protocol MCP server and client that uses Wolfram Alpha via API.
SearchAtlas
Various
SearchAtlas — indexed from awesome-mcp-servers-punkpeye
sgateway/s-gw
Various
Local credential control for AI coding agents.
sitbon/magg
Various
Magg: The MCP Aggregator
softvoyagers/pdfspark-api
Various
📇 ☁️ - Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
spotdb
ai.aliengiraffe
Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.
StripFeed/mcp-server
Various
StripFeed/mcp-server — indexed from awesome-mcp-servers-punkpeye
swimmwatch/cloakbrowser-mcp
Various
⚡ CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.
teodorofodocrispin-cmyk/trustboost-pii-sanitizer
Various
[](https://glama.ai/mcp/servers/teodorofodocrispin-cmyk/trustboost-api) 🐍 ☁️ - PII sanitization layer for autonomous AI agent pipelines. Detects and redacts emails, phone numbers,
TheLunarCompany/lunar#mcpx
Various
lunar.dev: Agent native MCP Gateway for governance and security
tomjwxf/scopeblind-gateway
Various
Active development continues at ScopeBlind/scopeblind-gateway. - Security gateway for MCP servers. Cedar policy engine, Ed25519-signed receipts, per-tool enforcement. IETF Internet
urlbox/urlbox-mcp-server
Various
An MCP server to allow claude and other LLM's to take screenshots using Urlbox.
vassiliylakhonin/agenda-intelligence-md
Various
Agenda Intelligence — product runtime + evidence-discipline layer for strategic intelligence agents. Four surfaces (MCP, HTTP, A2A, Cloudflare Worker) over one core service layer.
vercel/next-devtools-mcp
Various
Next.js Development for Coding Agent
Vincentwei1021/agent-toolbox
Various
Vincentwei1021/agent-toolbox — indexed from awesome-mcp-servers-punkpeye
wanaku-ai/wanaku
Various
Wanaku MCP Router
weaviate/mcp-server-weaviate
Various
MCP (Model Context Protocol) server for Weaviate
wong2/mcp-cli
Various
A CLI inspector for the Model Context Protocol
yamanoku/baseline-mcp-server
Various
特定のWeb APIに関するBaselineの状況を提供するModel Context Protocolサーバー
ymw0407/auth-fetch-mcp
Various
MCP server that lets AI assistants fetch content from authenticated web pages.
AKzar1el/mcp-web-validator
Various
W3C HTML/CSS Validator and Technical SEO Audit MCP Server. Part of the DigestSEO (https://digestseo.com) suite.
andyliszewski/grounding-ai
Various
Local-first document corpus pipeline for grounded AI agents
antohins/seo-tools-mcp
Various
8 stdio MCP-серверов для SEO (xmlstock/SERP, wordstat, gsc, ywm, metrika) для Claude Code — read-only, строгий JSON, мультиаккаунт, OAuth с авто-refresh
askalf/truecopy
Various
own your agent skills — vet, sign & pin every skill & MCP server before it runs, then fail the build when the bytes change. 68,560 skills audited across two ecosystems; daily watch
calllint/calllint
Various
Pre-flight risk linting for MCP and agent tools — check the blast radius before your agent runs them.
capad-xyz/searchts
Various
The missing layer between AI and the web. Open-source escalating web unlocker + read/search/transcribe/grab across web, GitHub, YouTube, Reddit, Twitter, LinkedIn, and RSS for AI a
divyanshu-iitian/SearchForge
Various
Open-source web search API and MCP server for LLMs, AI agents, and RAG. Free sources, self-hosted SearXNG, REST, CLI.
geowire/geowire
Various
Location intelligence for AI agents: place search, geocoding, directions, isochrones & commercial-area analysis across 10 map providers. MCP + REST + CLI + SDK. No API key to start
lennney/agent-search-mcp
Various
Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.
mcpqueen/mcpqueen
Various
👑 The evidence layer for MCP — every registry server probed live, graded with verbatim evidence, plus Trust Receipts. Itself an MCP server at mcpqueen.com/mcp (7 tools, no auth).
nlqueries/nlqueries
Various
Natural language queries for any database or document — open source core
thebrierfox/the-stall
Various
205 pay-per-call MCP tools via x402 — no API keys. Stocks, crypto/DeFi, macro data, on-chain analytics, weather, government data, and 200+ more. USDC on Base.
TopicForge/topicforge-mcp
Various
Official MCP server for TopicForge programmatic SEO
aitit-inc/leadace
Various
AI sales rep for Claude Code. Finds prospects, researches each company, writes and sends outbound email from your own inbox, and learns from every rejection. Self-hostable (Cloudfl
Business Contact Finder
agency.ottobot
A community driven registry service for Model Context Protocol (MCP) servers.
FI-Mihej/codebase-agent-mcp
Various
A sub-harness (both an MCP server and an MCP client). Delegates documentation and source code analysis, as well as interactions with related context-providing MCP servers, to a loc
fish827-08/rag-kb
Various
Local-first, offline-capable Agent memory & knowledge service. REST + MCP dual-protocol, hybrid retrieval (vector + BM25/RRF), document/webpage RAG. No LLM required for storage & r
KasayoDotCom/identityforge-mcp
Various
Design systems, brand naming, and domain research for coding agents through MCP and CLI.
ljppanda/mcp-longjobs
Various
Durable, resumable operations for MCP: long-running tasks and large file transfers that survive timeouts, disconnects, and client restarts.
moiosintel/kd-scout
Various
Zero-dependency MCP server: keyword difficulty, opportunity scoring, content briefs
zaialamm/citable-mcp
Various
MCP server for Citable, SEO and AI-visibility data for agents. Paid per call in USDC on Solana via x402. No account, no API key.
activeing123/mcptoon
Various
MCP tool discovery burns 71,929 tokens. mcptoon drops it to 581 (−99.2%, measured). Zero dependencies.
Gowthaman90/mcp-bastion
Various
Reliability & security proxy for the Model Context Protocol (MCP). Self-healing connections, runtime tool-poisoning/shadowing defense, and NIST AI RMF + OWASP LLM Top-10 audit trai
HasData/amazon-mcp
Various
Amazon MCP server by HasData: keyword search, product details, seller profiles and seller catalogues, as JSON.
HasData/google-scholar-mcp
Various
MCP server for Google Scholar: search papers with Scholar operators, year ranges, cited-by and all-versions lookups, plus citations in five styles with BibTeX export. 1,000 free cr
integrallis/rankcli-mcp-server
Various
Free, local MCP server for RankCLI SEO + GEO analysis — no signup, no API key
Linkly-HQ/linkly-mcp-server
Various
Official MCP server for Linkly - Create short links, track clicks, and automate URL management with AI assistants
@neoninnovationlab/neon-mcp-gateway
Various
Enterprise Zero-Trust security gateway, token rate-limiter, and secure SSE proxy for Model Context Protocol (MCP) servers.
ni-c/mcp-hub
Various
Serve multiple stdio MCP servers from one container: path routing, hub meta-tools, OAuth 2.1 + API tokens for ChatGPT, Claude, Cursor and other MCP clients
ucsandman/DashClaw
Various
Remote approvals, policy checks, and execution evidence for unattended AI agents.
AgentTanuki/agent-guild
Various
The trust + settlement layer for AI agents — discover, vet, pay, and build portable reputation between autonomous agents. Hosted MCP + HTTP + the open AGI-1 standard.
AIsa-public/AIsa-mcp-server
Various
[](https://glama.ai/mcp/servers/AIsa-public/AIsa-mcp-server) 🎖️ 📇 ☁️ 🍎 🪟 🐧 - One MCP server in front of 950+ data APIs — SEO and AI visibility, finance, social, web search, sa
alttextai/alttext-mcp
Various
MCP server for generating image alt text, managing image libraries, and auditing web page accessibility with the AltText.ai API
AntonG87/codearia-sieve
Various
Parses a web page into the exact format a decision model needs: dates as dates, numbers with units, chunks that fit the model's window. MCP server + TypeScript library, no model or
CapMonsterCloud/capmonster-mcp-captcha-solver
Various
Official CapMonster Cloud MCP server — AI captcha solver for reCAPTCHA v2/v3, Cloudflare Turnstile & DataDome. Let Claude, Cursor, and other AI agents solve captchas directly via M
cgrtml/reasongate
Various
Explainable security gate for LLM apps — blocks prompt injection with an auditable reason for every decision.
denyn1/aifeed-protocol
Various
AIFeed: signed content permissions for the AI web - protocol, tooling, integrations, and paper draft
elang2/mcp-audit-gateway
Various
Tamper-proof audit trail for AI Agent tool calls. Cryptographically signed, hash-chained records that prove what your agents did
Grubbomatic/crawl-readiness-mcp
Various
MCP server for Crawl Readiness — AI SEO tools (readiess check, schema/robots validators, llms.txt/robotstxt/schema generators) for Claude Desktop, Cursor, Cine, and other MCP clien
neufagents/mcp-triage
Various
Triage broken MCP setups across 8 agent clients - find what is wrong, fix what is fixable, escalate the rest. CLI + stdio MCP server (serve mode). Zero runtime dependencies.
Claude Code
Various
Anthropic's agentic coding tool for developers. Claude Code understands your codebase, edits files, runs commands, and helps you ship faster.
Model Context Protocol
Various
What is the Model Context Protocol (MCP)? - Model Context Protocol
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