LLM Application Development Frameworks
Alternatives to Scanopy
{"intro": "Scanopy maps hosts, services, and network topology from scans, then presents physical, logical, workload, and application views. Scheduled refreshes keep those views current without continuously polling, while one network daemon avoids endpoint agents. It also includes device inventory, IP address management, relationship mapping, and plan-dependent exports and sharing. The self-hosted, open-source Community Edition costs nothing and allows one network and one user seat; paid plans start at $11.99 a month billed yearly. Cloud topology and account data reside on US-hosted infrastructure, while self-hosted discovery data remains in the customer’s database.\n\nReaders may prefer another product for fuller hardware and software inventories, dedicated IPAM, endpoint operations, infrastructure records, or documentation for client environments. Scanopy maps assets and connections but does not replace monitoring for device health, bandwidth, or alerts, and its formal certifications are not currently held. Compare whether you need scans or a broader maintained record, deeper subnet and address workflows, endpoint management, rack and cable modeling, or searchable documentation. Also weigh deployment, supported platforms, seat and network limits, integrations, and the total pricing model for your team.", "rows": [{"ref": "sw:loginventory", "name": "LOGINventory", "best_for": "Broad agentless hardware, software, and permissions inventory", "pricing": "Free edition; from €6.50 per asset/yr; 30-day trial", "key_difference": "LOGINventory adds hardware, software, configuration, and permissions discovery across diverse systems, beyond Scanopy’s network mapping.", "choose_when": "Choose it when you need an asset inventory with no asset limit and offline agents for devices outside the LAN."}, {"ref": "sw:gesti-ip", "name": "GestióIP", "best_for": "Automated IPv4/IPv6 address management and DNS workflows", "pricing": "Free plan; paid from €400/yr", "key_difference": "GestióIP centers on automated IPAM, subnet operations, DNS, and DHCP synchronization rather than Scanopy’s topology documentation.", "choose_when": "Choose it when address allocation, lease synchronization, zone generation, and IPv6 planning matter more than topology views."}, {"ref": "sw:ninjaone", "name": "NinjaOne", "best_for": "Cloud endpoint management for IT teams and MSPs", "pricing": "Pricing on request; 14-day trial", "key_difference": "NinjaOne manages, monitors, protects, patches, backs up, and remotely accesses endpoints, while Scanopy documents network assets and connections.", "choose_when": "Choose it when endpoint operations and protection are the priority instead of network discovery documentation."}, {"ref": "sw:obelinf", "name": "Obelinf", "best_for": "Infrastructure modeling with racks, cables, VLANs, and audit history", "pricing": "Free plan; paid from $99/mo; 14-day trial", "key_difference": "Obelinf combines IPAM, DCIM, rack and cable tracking, topology, and field-level audit logs, extending beyond Scanopy’s network maps.", "choose_when": "Choose it when physical infrastructure modeling, site-aware topology, utilization, or auditable record changes are required."}, {"ref": "sw:docusnap", "name": "Docusnap", "best_for": "Agentless IT infrastructure documentation and security analysis", "pricing": "From €465/yr; 30-day trial", "key_difference": "Docusnap pairs agentless inventory with IT documentation, ISMS, asset management, security analysis, maps, and reports.", "choose_when": "Choose it when generated infrastructure reports and security documentation outweigh Scanopy’s scan-based topology views."}, {"ref": "sw:hudu", "name": "Hudu", "best_for": "Structured IT documentation, passwords, assets, and knowledge bases", "pricing": "From $27/user/mo (annual); 14-day trial", "key_difference": "Hudu focuses on documentation, passwords, structured asset records, and searchable how-to guides rather than automated network discovery.", "choose_when": "Choose it when teams need shared client records, credentials, and operational guides alongside asset tracking."}, {"ref": "sw:bluecat-horizon", "name": "BlueCat Horizon", "best_for": "Hybrid and multicloud DNS, DHCP, and IPAM orchestration", "pricing": "Pricing on request", "key_difference": "BlueCat Horizon coordinates SaaS-hosted DNS, DHCP, and IPAM across hybrid and multicloud environments instead of mapping topology.", "choose_when": "Choose it when centralized DDI inventory, orchestration, and synchronization across existing services are the main needs."}]}
- 01 Vellum
Vellum suits an individual looking for an assistant that can handle files, calendars, email, code, and computer control.
From $30/mo Free plan Open source Web · Windows · macOS · iOS8.6 Visit Specs - 02 Flowise
Flowise suits teams building agent or LLM workflows with visual tools, APIs, or self-hosted deployment.
From $35/mo Free plan Web · Windows · macOS · Linux8.4 Visit Specs - 03
LangChain It suits developers building configurable model-and-tool agents in Python or JavaScript/TypeScript.
From $39/mo Free plan API · Self-hosted8.3 Visit Specs - 04 OpenRAG
OpenRAG suits teams building document-grounded assistants, legal search, or multimodal enterprise question answering.
Free plan Web · API · Self-hosted8.3 Visit Specs - 05 txtai
It suits developers and teams building semantic search or language-model workflows who want local operation or self-managed deployment.
Free plan Windows · macOS · Linux · API8.3 Visit Specs - 06
Haystack Haystack is built for AI developers and engineers creating modular, transparent systems, including agent workflows, RAG and multimodal applications.
Free plan API · Self-hosted8.2 Visit Specs - 07 CrewAI AMP Free plan Web · API · Self-hosted8.0 Visit Specs
- 08
LlamaIndex LlamaIndex suits developers and enterprises building document-processing, retrieval and knowledge-work workflows.
From $50/mo Web · Linux · API · Self-hosted7.7 Visit Specs - 09 DSPy API · Self-hosted7.6 Visit Specs
- 10 Langflow Web · Windows · macOS · Linux7.6 Visit Specs
- 11
Vercel Vercel suits teams deploying web applications from connected Git repositories and using its listed frameworks and delivery infrastructure.
From $20/mo Free plan Web · API7.6 Visit Specs - 12 Pathway Live Data Framework
It suits teams building Python or SQL analytics, ETL, or AI pipelines that must combine batch and live data.
Free plan API · Self-hosted7.5 Visit Specs - 13 AgentScope Web · Windows · macOS · Linux6.3 Visit Specs
- 14 Apache Burr Windows · macOS · Linux6.2 Visit Specs
- 15 AutoGen Windows · macOS · Linux6.1 Visit Specs
- 16 AWS Strands Agents Windows · macOS · Linux6.1 Visit Specs
- 17 Genkit Web · Windows · macOS · Linux6.1 Visit Specs
- 18 Agno Web6.0 Visit Specs
- 19 BAML Web6.0 Visit Specs
- 20 Letta Web · Windows · macOS · Linux6.0 Visit Specs
- 21 AG2 5.9 Visit Specs
- 22 LangChain4j Windows · macOS · Linux5.9 Visit Specs
- 23 LMQL Web · Windows · macOS · Linux5.9 Visit Specs
- 24 CAMEL-AI 5.8 Visit Specs
- 25 Eino Linux5.8 Visit Specs
- 26 Guidance Linux5.8 Visit Specs
- 27 Langroid Windows · macOS · Linux5.8 Visit Specs
- 28 NVIDIA NeMo Guardrails Windows · macOS · Linux5.8 Visit Specs
- 29 Mastra Web5.7 Visit Specs
- 30 Microsoft GraphRAG Windows · macOS · Linux5.7 Visit Specs