Cala
cala.aiCala provides sourced, typed facts through an API, CLI, and MCP for AI agents to query structured data.
Looking for something like Firecrawl? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 5 are open source.
Firecrawl provides a web data API for searching and scraping pages for AI agents.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Cala | — | Not stated | Web |
| 2 | Scrapeless | — | Not stated | Web |
| 3 | Labelbox | — | Not stated | Web |
| 4 | Flow AI | — | Not stated | Web |
| 5 | Guild AI | Free trial | Not stated | Web |
| 6 | Parloa | — | Not stated | Web |
| 7 | Latitude | — | Not stated | Web |
| 8 | Msty | — | Not stated | Web |
| 9 | manifest.build | — | Not stated | Web |
| 10 | BaseAI | — | Not stated | Web |
Cala provides sourced, typed facts through an API, CLI, and MCP for AI agents to query structured data.
Scrapeless combines an agent browser, AI scraper, web unlocker, and APIs for building web-data workflows.
Labelbox provides data and simulated environments for training AI systems and deploying agents across business applications.
Flow AI provides data-agent infrastructure with a catalog and typed plans for building analytical agents over data products.
Guild helps engineering teams manage, govern, and share deployed AI agents.
Parloa provides an AI agent management platform for contact centers and customer service operations.
Latitude traces AI agent behavior in production, finds failures, provides alerts, and can dispatch coding agents to propose fixes.
Private AI for individuals, teams, and organizations. Workspaces, agents, models, and knowledge—one connected system on your terms.
Manifest routes language model requests from agents to providers, with subscription, usage-based, and local model options.
BaseAI helps developers build serverless AI agents with memory, tools, and composable workflows for local development and deployment.
TrueFoundry provides enterprise AI and MCP gateways for deploying, securing, and scaling models and agents.
Microtica deploys and monitors cloud-native applications, with agents for infrastructure and incident resolution.
Ship AI agents that reason, remember, and act in TypeScript. Mastra provides memory, tools, MCP, and observability to go from prototype to production.
Kuberns uses AI agents to deploy, scale, and manage applications on cloud infrastructure.
Tasklet connects business tools and delegates operational work to AI agents through an agent-based business platform.
Langfuse provides open-source evaluation and observability tools for tracing and improving AI agents.
Developers can use Superexpert.AI to build and deploy multi-task AI agents on an open-source platform, with a downloadable project and live demo.
Mem0 provides a persistent memory layer that helps AI agents and applications learn from past user interactions.
Hyperbrowser provides cloud browser infrastructure for AI agents and applications.
Firecrawl provides a web data API for searching, scraping, and accessing information from web sources.
Agenta provides a workspace for teams to build AI agents and automations.
Kitaru provides agent traces that teams can run and inspect during application workflows.
Future AGI evaluates and observes AI and agent applications with tracing, simulations, datasets, and guardrails.
OpenLIT provides observability and evaluation for AI agents and coding agents, tracing models, tools, prompts, costs, and workflows.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative