Alternatives to Constellation
Compare Constellation alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Constellation in 2026. Compare features, ratings, user reviews, pricing, and more from Constellation competitors and alternatives in order to make an informed decision for your business.
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1
Graphify
Graphify
Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.Starting Price: Free -
2
Constellation TMS
TranzAct Technologies
Constellation TMS helps shippers like you reduce their transportation spend while providing the tools necessary to make better business decisions on an ongoing basis. Constellation TMS is unique in that it is flexible, providing what you need to make your shipping activity as efficient as possible, but does not overcomplicate your processes with bells and whistles you won’t use, like some other Transportation Management Systems. Constellation gives you the features you need to compete in today’s marketplace--no longer is a TMS optional. We make it easy to get started and quickly receive a strong ROI through automated processes, increased visibility, and more. Constellation gives you the features you need to compete in today’s marketplace--no longer is a TMS optional. We make it easy to get started and quickly receive a strong ROI through automated processes, increased visibility, and more. -
3
Centaurus
Centaurus
A deployed cluster (constellation) consists of one leading server (alpha) and 5-19 auditor servers. All servers are deployed by independent organizations or business entities, and each party publicly confirms its identity with a standard Stellar ed25519 public key. The organizations forming the constellation (and their public keys) won't be changed frequently, therefore it makes sense to ship public keys with client software to allow direct signature verification on the client-side. Funds received from clients are stored in a single Stellar account (vault) protected by M-of-N multi-sig, where N is the total number of independent servers forming a constellation, and M is the majority of votes (>50%) plus 1. Any withdrawal operation requires the majority of signatures from the quorum participants and is ensured by the underlying Stellar ledger. Payments and trades with instant confirmation and 5 seconds finality. -
4
Constellation
Constellation
Constellation is a corporate governance platform designed to enforce organizational rules and decision-making constraints in real time. It ensures that every action taken by employees, teams, or AI systems is checked against institutional policies before execution. The platform helps organizations maintain compliance, reduce risk, and improve decision speed without sacrificing oversight. By embedding governance directly into workflows, Constellation eliminates delays caused by manual approvals and fragmented coordination. It provides a structured system where decisions are both fast and accountable. -
5
Constellation
Isogent
Connect your organization’s data sources with customized reporting and workflows enabling you to see the bigger picture through the single easy to use solution, Constellation. Constellation connects your organization’s data to you, so that you can make smarter, more informed decisions. Constellation gives you the information you need to drive decisions that make and save your organization money. -Project Tracker -QuickTags -ShowRoom -Aging AR by Salesperson & Store -Sales by Salesperson & Store -Lien Waiver Report -Consolidated Financial Report -Sales by Location for Multiple DBs -WIP Report -Store Level Financials -Month End Sales Report -Rolling 12 Report -Statement of Cash Flow Tracking Report -Missed ETA Report -
6
Lattice Exchange
Lattice Exchange
Lattice is a decentralized finance (DeFi) application built with Ethereum and Constellation’s Hypergraph Transfer Protocol (HGTP). Our vision is to advance and modernize the world’s financial trading solutions for crypto assets. Lattice empowers users and liquidity providers alike with advanced AMM algorithms. Lattice will be an evolution of existing DeFi solutions by providing more assurance in crypto asset trading and settlements and the ability to incorporate multiple specialized and asset-specific automated market making algorithms. This solution will further advance the blockchain industry with improved financial instruments that are cost effective and have the speed, security, and scalability that traditional securities asset traders are accustomed to. Constellation Hypergraph Transport Protocol (HGTP) is the only secure communications protocol that connects real world applications through seamless tokenized data. -
7
Sourcetrail
Coati Software
Sourcetrail is an interactive source explorer that simplifies navigation in existing source code by indexing your code and gathering data about its structure. Sourcetrail then provides a simple interface consisting of three interactive views, each playing a key role in helping you obtain the information you need. Search: Use the search field to quickly find and select indexed symbols in your source code. The autocompletion box will instantly provide an overview of all matching results throughout your codebase. Graph: The graph displays the structure of your source code. It focuses on the currently selected symbol and directly shows all incoming and outgoing dependencies to other symbols. Code: The Code view displays all source locations of the currently selected symbol in a list of code snippets. Clicking on a different source location allows you to change the selection and dig deeper.Starting Price: $195.00/one-time/user -
8
Supermodel
Supermodel
Supermodel is a developer-focused platform that provides graph-powered tools and APIs to help AI agents and engineers better understand complex codebases, improving the quality and accuracy of AI-generated outputs. At its core is the CodeGraph API, which builds structured representations of software systems, such as dependency graphs, call graphs, and architectural maps, allowing both humans and AI models to navigate and reason about large codebases more effectively. It enables deep codebase analysis by extracting relationships between files, functions, and modules, giving instant visibility into how systems are structured and how components interact. It supports use cases like generating architecture documentation, browsing repository structure, and visualizing dependencies, helping developers quickly understand unfamiliar projects or large-scale systems.Starting Price: $19 per month -
9
Brokk
Brokk
Brokk is an AI-native code assistant built to handle large, complex codebases by giving language models compiler-grade understanding of code structure, semantics, and dependencies. It enables context management by selectively loading summaries, diffs, or full files into a workspace so that the AI sees just the relevant portions of a million-line codebase rather than everything. Brokk supports actions such as Quick Context, which suggests files to include based on embeddings and structural relevance; Deep Scan, which uses more powerful models to recommend which files to edit or summarize further; and Agentic Search, allowing multi-step exploration of symbols, call graphs, or usages across the project. The architecture is grounded in static analysis via Joern (offering type inference beyond simple ASTs) and uses JLama for fast embedding inference to guide context changes. Brokk is offered as a standalone Java application (not an IDE plugin) to let users supervise AI workflows clearly.Starting Price: $20 per month -
10
NX
Constellation HomeBuilder
Constellation NX is a next-generation ERP platform designed to modernize homebuilder operations by integrating operations, sales, and finance into a single, comprehensive solution. It offers real-time visibility into business performance, enabling informed decision-making and streamlined processes across departments. With NX, homebuilders can manage construction projects, track financials, and oversee sales activities within one unified system, enhancing efficiency and reducing operational complexities. It supports scalability, allowing it to adapt to the evolving needs of growing homebuilding businesses. Additionally, NX provides robust reporting and analytics tools, facilitating data-driven strategies and continuous improvement. By consolidating critical functions into one platform, Constellation NX empowers homebuilders to optimize their operations and drive growth in a competitive market. -
11
LLMGraph
Katabarwa Labs Inc.
LLMGraph is a low-to-no-code visual builder for LLM and AI workflows. Design pipelines as a graph — chaining LLM calls, document search (RAG), tools, and logic — on a drag-and-drop canvas, or describe what you want in chat and let LLMGraph build it. Turn documents and models into RAG chatbots, support bots, and autonomous AI agents, then deploy each workflow to a REST API endpoint and an embeddable chat widget in one click. No infrastructure to manage. Hobby, Pro, and Enterprise tiers with a 14-day free trial. -
12
Planet Platform
Planet Platform
An automated, accessible, scalable, and API-first satellite imagery platform from Planet. Planet Platform is an entirely automated, cloud-based imagery and analytics platform that provides access to the comprehensive, daily dataset captured by the PlanetScope and SkySat constellations. 8 bands, and 3.7 m spatial resolution, captured by Planet’s Dove constellation. RGB, NIR, and pan bands, 0.5 spatial resolution. Built for scale, speed, and flexibility, the cloud-based platform provides efficient access to Planet’s satellite data, enabling customers to run analytics and build solutions at scale. Understand change with an unprecedented dataset of every location on Earth. Model data to understand trends, predict change, and discover your competitive edge. Work with Planet data in the applications and workflows of your choice. Daily imagery enables strategic, timely decision-making across industries. -
13
Constellation Gate AI
Constellation Gate AI
Constellation Gate AI is a drop-in defense layer for AI agents, built to sit between the agent and the model while screening every request for attacks and leaks. Gate acts as an inline gateway for coding agents and model APIs, protecting workflows without requiring major code changes. Users can point existing tools such as Claude Code, Cursor, OpenClaw, Codex, or OpenCode at Gate and inherit prompt-injection defense, secret scanning, PII redaction, token optimization, and a verifiable audit trail. The platform is designed around three real risks: prompt injection, credential and PII leakage, and hijacked tool calls. Instead of relying on the model to defend itself, Gate blocks attacks before they reach the model, redacts secrets before responses return, and stops attacker-controlled tool outputs before an agent acts on them. Gate accepts the same calls an agent already makes, forwards them to the model, scans every call and response in both directions. -
14
CloudCentre
Coresoft
Experience ease of use, improve the efficiency of your association by employing a single "end to end" cloud-based management system to do it all. CloudCentre is the complete online association management system. Coresoft's Cloud-based Association solution CloudCentre streamlines processes, improves member self-service to improve efficiency, increases the member value proposition and engagement, build new revenue channels, and increases communication channels across your member base. Coresoft is an Australian business, as part of Constellation Software via its operating group Vela Software Asia Pacific. Constellation Software Inc - a Toronto-based, publicly-traded software company with a $23-billion-plus market cap and one of the best-performing stocks on the TSX. All the time-saving tools you need to attract, engage and build member loyalty. Coresoft benefits from a strong corporate platform and international support. -
15
Constellation HomeBuilder Systems
Constellation HomeBuilder Systems
As the largest provider of software and services in the building industry, Constellation HomeBuilder Systems has two goals: to empower builders with information to drive business objectives and to simplify the process of building homes and condos so you can maximize your return on investment. Constellation HomeBuilder Systems provides innovative solutions as standalone or integrated systems, and a team of home building software experts bridges the gap between construction and technology. Complete ERP Systems: Enterprise Resource Planning systems for streamlined homebuilding -NX -NEWSTAR -BuildTopia -FAST Homeowner Portals & Surveys: -Homeowner Central -CustomerInsight Listings & Lead Management: -NHLS Distribution Engine Benchmarking and Analytics: -BuilderMetrix Land Management: -LandDev Trade Portals: -TouchPoint -TradeTopiaStarting Price: $200 / user -
16
Constellation
Edgeless Systems
Constellation is a CNCF-certified Kubernetes distribution that leverages confidential computing to encrypt and isolate entire clusters, protecting data at rest, in transit, and during processing, by running control and worker planes within hardware-enforced trusted execution environments. It ensures workload integrity through cryptographic certificates and supply-chain security mechanisms (SLSA Level 3, sigstore-based signing), passes Center for Internet Security Kubernetes benchmarks, and uses Cilium with WireGuard for granular eBPF traffic control and end-to-end encryption. Designed for high availability and autoscaling, Constellation delivers near-native performance on all major clouds and supports rapid setup via a simple CLI and kubeadm interface. It implements Kubernetes security updates within 24 hours, offers hardware-backed attestation and reproducible builds, and integrates seamlessly with existing DevOps tools through standard APIs.Starting Price: Free -
17
Constellation GovCloud
Constellation GovCloud
Constellation GovCloud is a platform designed to host SaaS solutions seeking FedRAMP moderate authorization to operate within federal government agencies and/or StateRAMP authorization to operate within state and local government organizations. The US public sector technology market is massive and presents a great opportunity for the right companies at the right time. The Constellation team works with you to quantify the business opportunity that’s accessible to you if you entered or expanded into this market, with insights and approaches for revenue acceleration while optimizing your existing channel infrastructure. Detailed analysis of your business opportunity relative to compliance requirements, technical maturity, and competitive ecosystem positioning. Discovering and remediating cryptographic assets that are non-compliant, and instrumenting your solutions with a continuous capability to demonstrate cryptographic SBOM remediation. -
18
NEWSTAR
Constellation HomeBuilder Systems
NEWSTAR Enterprise is the one enterprise resource planning (ERP) software system that grows with your home building, condo and land development business. Designed for residential construction projects and business management, NEWSTAR is a production and accounting system that helps you make faster business decisions, reduce costs and drive growth. One system powers your entire homebuilding business and is flexible enough to adapt to your business process, operations, trades and customer relationships while tracking every dollar earned and spent along the way. One central builder software solution with options, pricing, and accounting. Close a sale and purchase orders are automatically pushed to your trades. View and control builder production schedules in the field with Constellation’s patented technology. Reduce and automate admin, automatic payment systems reduce clerical efforts and encourage trades to complete work to deadlines. -
19
RecallGraph
RecallGraph
RecallGraph is a versioned-graph data store - it retains all changes that its data (vertices and edges) have gone through to reach their current state. It supports point-in-time graph traversals, letting the user query any past state of the graph just as easily as the present. RecallGraph is a potential fit for scenarios where data is best represented as a network of vertices and edges (i.e., a graph) having the following characteristics: 1. Both vertices and edges can hold properties in the form of attribute/value pairs (equivalent to JSON objects). 2. Documents (vertices/edges) mutate within their lifespan (both in their individual attributes/values and in their relations with each other). 3. Past states of documents are as important as their present, necessitating retention and queryability of their change history. Also see this blog post for an intro - https://blog.recallgraph.tech/never-lose-your-old-data-again. -
20
Deductive AI
Deductive AI
Deductive AI is a cutting-edge platform that redefines how organizations handle complex system failures. By connecting your entire codebase with telemetry data, encompassing metrics, events, logs, and traces, Deductive AI empowers teams to pinpoint the root cause of issues with unprecedented precision and speed. It streamlines the process of debugging, significantly reducing downtime and improving overall system reliability. Deductive AI integrates with your codebase and observability tools, creating a unified knowledge graph powered by a code-aware reasoning engine to diagnose root causes like an expert engineer. It builds a knowledge graph with millions of nodes in seconds, uncovering deep relationships between codebase and telemetry data. It orchestrates hundreds of specialized AI agents to search, discover, and analyze breadcrumbs of root cause spread across all connected sources. -
21
CodeRifts
CodeRifts
CodeRifts is a zero-config GitHub App for API compatibility governance. It detects breaking changes in OpenAPI 2.0, 3.0, and 3.1 specs on every pull request — before merge. Unlike linters that only check syntax, CodeRifts scores risk across 4 dimensions, calculates blast radius, identifies affected downstream clients, and estimates economic impact in dollars. It enforces governance policies automatically and blocks risky PRs. Other tools tell you WHAT broke. CodeRifts tells you HOW MUCH it costs. Supports GitHub App, GitHub Actions, GitLab CI, Bitbucket, CLI, REST API, and the MCP protocol — so CI pipelines and AI agents run the same governance checks before a merge or a tool call. Built for teams where one breaking API change costs $10k–$50k in downstream fixes. Zero CI configuration required: install the GitHub App and governance starts on the next PR. Designed for backend and platform teams shipping APIs to mobile apps, third-party integrations, and AI agents.Starting Price: $49/month -
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←INTELLI•GRAPHS→
←INTELLI•GRAPHS→
←INTELLI•GRAPHS→ is a semantic wiki designed to unify disparate data into interconnected knowledge graphs that humans, AI assistants, and autonomous agents can co-edit and act upon in real time; it functions as a personal information manager, family tree/genealogy system, project management hub, digital publishing platform, CRM, document management system, GIS, biomedical/research database, electronic health record layer, digital twin engine, and e-governance tracker, all built on a next-gen progressive web app that is offline-first, peer-to-peer, and zero-knowledge end-to-end encrypted with locally generated keys. Users get live, conflict-free collaboration, schema library with validation, full import/export of encrypted graph files (including attachments), and AI/agent readiness via APIs and tooling like IntelliAgents, which provide identity, task orchestration, workflow planning with human-in-the-loop breakpoints, adaptive inference meshes, and continuous memory enhancement.Starting Price: Free -
23
Biome
Biome
Biome is a comprehensive toolchain for web projects, offering high-performance formatting and linting capabilities for languages such as JavaScript, TypeScript, JSX, TSX, JSON, CSS, and GraphQL. Its formatter achieves 97% compatibility with Prettier, enabling rapid code formatting that can handle malformed code in real time within various editors. The linter incorporates over 270 rules from ESLint, TypeScript ESLint, and other sources, providing detailed, contextual diagnostics to assist developers in enhancing code quality and adhering to best practices. Built with Rust, Biome ensures exceptional speed and efficiency, capable of formatting extensive codebases significantly faster than comparable tools. It is designed for seamless integration into development environments, offering a unified solution for code formatting and linting without the need for extensive configuration. Designed to handle codebases of any size. Focus on growing products instead of your tools. -
24
Understand
SciTools
Understand is a comprehensive static-analysis and code-comprehension platform that helps software engineers “see” and understand large, complex code bases, whether legacy, safety-critical, or modern multi-language projects. It parses your source code and builds a complete “code dictionary” of every entity (files, classes, functions, variables), populating cross-references, call trees, dependency graphs, control-flow diagrams, and more. Through interactive, customizable graphs and visualizations, call graphs, control flow graphs, dependency trees, and UML-style class diagrams, you can explore exactly how parts of the code connect, which modules depend on which, and where changes may ripple across the project. Understand also computes detailed metrics at various levels (file, class, function) such as cyclomatic complexity, lines of code, comment-to-code ratio, coupling/cohesion, and other maintainability indicators; these metrics can be viewed in treemaps, exported to HTML or CSV.Starting Price: $100 per month -
25
Depth AI
Depth AI
AI that deeply understands your codebase. Chat with your codebase or build customised AI assistants on different parts of your repo and deploy them wherever you work — Slack, Github Copilot, Jira and more. Depth AI constructs a comprehensive knowledge graph of your codebase, enabling it to answer deep technical questions. Deploy your AI assistants anywhere your team works. Seamless integration with your existing tools and workflows. Create custom assistants and deploy them in your workflows. Select specific files and folders from your repository to create specialised assistants. Chat with them in our webapp or deploy to Slack, Github or any other surface using our API. Enterprise-grade security and compliance features to keep your data safe and secure. -
26
ogimage.org
ogimage.org
When you share a link on social media like Twitter, LinkedIn, or Facebook, or messaging platforms like WhatsApp, Slack, or Telegram, an accompanying thumbnail preview image usually appears. The image that populates this preview is what's known as the open graph or OG image. It provides a visual representation of the content being shared. It's important to have a good open graph image because it increases engagement and click-through rates. Get all the code to generate infinite open graph images for your website, blog, or social media posts for a one-time payment. You get the source code and can customize the templates to match your brand. Get more engagement with our pre-designed templates. All templates are included in the kit and can be customized to your liking. You get the full source code to modify and use however you like. It is customizable, open source, and requires no design skills.Starting Price: $37 one-time payment -
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Substrate
Substrate
Substrate is the platform for agentic AI. Elegant abstractions and high-performance components, optimized models, vector database, code interpreter, and model router. Substrate is the only compute engine designed to run multi-step AI workloads. Describe your task by connecting components and let Substrate run it as fast as possible. We analyze your workload as a directed acyclic graph and optimize the graph, for example, merging nodes that can be run in a batch. The Substrate inference engine automatically schedules your workflow graph with optimized parallelism, reducing the complexity of chaining multiple inference APIs. No more async programming, just connect nodes and let Substrate parallelize your workload. Our infrastructure guarantees your entire workload runs in the same cluster, often on the same machine. You won’t spend fractions of a second per task on unnecessary data roundtrips and cross-region HTTP transport.Starting Price: $30 per month -
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XHawk
XHawk
XHawk is an AI-native developer platform designed to transform scattered code, documentation, and team knowledge into a unified, searchable system of context. It captures every coding session, commit, and decision, automatically organizing them into a living knowledge graph that evolves with the codebase. It converts code changes and development activity into structured, indexed documentation, ensuring that knowledge stays synchronized with every pull request and eliminating gaps between code and documentation. It provides a shared context layer that enables both humans and AI coding agents to plan, code, review, test, and operate systems with a consistent understanding, reducing hallucinations caused by missing context. XHawk includes features such as session intelligence, where every git commit syncs session history and agent reasoning, creating a permanent, searchable record of how software is built. -
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skillsync
skillsync
Skillsync analyzes code contributions to reveal how engineers think and work, create a map of domain expertise and working styles within your team, and scale what works by identifying successful patterns and replicating them across your organization. It analyzes your codebase to find domain experts, discover unique skills, and capture successful patterns. No surveys needed, just timely insights that help you scale what works across your team. It reads your real work, pull requests, reviews, comments, and builds a living skill graph that highlights not just what contributors do, but also how they think, collaborate, and contribute. With Skillsync, you can discover hidden talent in your codebase; find the right experts for the right problems; scale unique skills with repeatable playbooks; and even build your own agents on top of real team intelligence.Starting Price: Free -
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Asterisk
Asterisk
Asterisk is an AI-driven platform that automates the detection, verification, and patching of security vulnerabilities within codebases, effectively emulating the approach of a human security engineer. It excels in identifying complex business logic errors through context-aware scanning and provides comprehensive reports with near-zero false positives. Key features include automated patch generation, continuous real-time monitoring, and extensive support for major programming languages and frameworks. Asterisk's process involves indexing the codebase to create accurate call stack and code graph mappings, enabling precise vulnerability detection. The platform has demonstrated its efficacy by autonomously discovering vulnerabilities in systems. Founded by a team of seasoned security researchers and competitive CTF players, Asterisk is committed to leveraging AI to streamline code security audits and enhance vulnerability discovery. -
31
Agentplace
Agentplace
Agentplace is a platform where AI apps and websites are built directly on top of an AI model. No coding knowledge is required. Agentplace lets you create AI websites and apps. Now, ChatGPT has become your interactive and dynamic site, capable of answering questions, selling products, and delivering services. It leverages AI's adaptability, common sense, knowledge, and voice. You can program it entirely with text. The website's interface changes based on what users say or do. Instead of fixed pages, UI elements appear, update, or hide in response to user needs. For example, a form can add more fields as needed, or a product page can show different details based on user questions. Users can talk to your website like they would with ChatGPT. They can ask questions, get information, or complete tasks using voice. The site responds both verbally and visually, making it accessible while driving or cooking.Starting Price: $29 per month -
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Graphite Atlas
Graphite Atlas
Graphite Atlas is designed to transform static business diagrams into an intelligent, interconnected system that actively answers questions about how an organization operates. Instead of fragmented tools like org charts, spreadsheets, and process documents that function as isolated “dead ends,” it creates a unified, queryable map of relationships between people, processes, systems, and outcomes. By leveraging graph database technology, it turns business knowledge into a living model where every connection can be explored, allowing users to trace dependencies, identify gaps, and understand cause-and-effect across the organization. Users can model roles, workflows, metrics, and reporting structures in a single visual environment, making it possible to see accountability, process flow, and performance drivers at a glance. Once this structure is established, AI can generate highly specific documentation such as SOPs, onboarding materials, and process guides. -
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Convo
Convo
Kanvo provides a drop‑in JavaScript SDK that adds built‑in memory, observability, and resiliency to LangGraph‑based AI agents with zero infrastructure overhead. Without requiring databases or migrations, it lets you plug in a few lines of code to enable persistent memory (storing facts, preferences, and goals), threaded conversations for multi‑user interactions, and real‑time agent observability that logs every message, tool call, and LLM output. Its time‑travel debugging features let you checkpoint, rewind, and restore any agent run state instantly, making workflows reproducible and errors easy to trace. Designed for speed and simplicity, Convo’s lightweight interface and MIT‑licensed SDK deliver production‑ready, debuggable agents out of the box while keeping full control of your data.Starting Price: $29 per month -
34
WunderGraph Cosmo
WunderGraph
WunderGraph is an open source, next-generation API platform designed to unify, manage, and accelerate how developers compose, integrate, and serve APIs from diverse backends (such as REST, gRPC, Kafka, and GraphQL) into a single, type-safe, high-performance API surface that modern applications can consume. It includes Cosmo, a full lifecycle API management solution for federated GraphQL that provides schema registry, composition checks, routing, analytics, metrics, tracing, and observability, all manageable via code in your existing development workflows rather than separate dashboards. WunderGraph lets teams define how multiple services should be composed into one API, automatically generate type-safe client libraries, and handle authentication, authorization, and API calls with built-in tooling that fits into CI/CD and Git-centric processes.Starting Price: $499 per month -
35
CodeLogic
CodeLogic
Identify application connections, predict code change impacts, and understand complex Java and .NET codebases from API to method to database. Create a complete graph of your app structure in real time with combined binary and runtime scans. Understand the full impact of a code change before it’s deployed and accurately estimate project scope. Identify undetected software usages and references across projects and applications directly from your IDE. Many tools, such as IDEs, only expose project-specific code dependencies. CodeLogic exposes hidden code dependencies within and between applications and databases. Our approach is different; we combine binary scans with runtime profiling to create an accurate, real-time, searchable system of record for code and database dependencies. This intelligence helps application teams see the impact of code and schema changes before they are deployed to production.Starting Price: $100.00/month -
36
Kusari
Kusari
Kusari’s platform offers "always-on transparency” for the visibility and insights you need. Secure your software development lifecycle end-to-end, powered by open source GUAC and open standards. Understand the composition of any software artifact with GUAC, a queryable open-source knowledge graph. Evaluate artifacts before you ingest them, and create policies to automatically prevent risky or vulnerable dependencies from entering your supply chain. Make your development process secure by default without interrupting developer workflows. Kusari meets you where you are by integrating with your existing IDE and CI/CD tools. Put software supply chain security best practices on autopilot, ensuring the integrity of each build and generating the metadata to prove it. -
37
PlayerZero
PlayerZero
PlayerZero is an AI-driven predictive quality platform designed to help engineering, QA, and support teams monitor, diagnose, and resolve software issues before they impact customers by deeply understanding complex codebases and simulating how code will behave in real-world conditions. It applies proprietary AI models and semantic graph analysis to integrate signals from source code, runtime telemetry, customer tickets, documentation, and historical data, giving users unified, context-rich insights into what their software does, why it’s broken, and how to fix or improve it. Its agentic debugging agents can autonomously triage, root cause analyze, and even suggest fixes for issues, reducing escalations and accelerating resolution times while preserving audit trails, governance, and approval workflows. PlayerZero also includes CodeSim, an agentic code simulation capability powered by the Sim-1 model that predicts the impact of changes. -
38
Albatross
Terrabit
Albatross is a geospatial data management platform that helps businesses centralise the ordering, accessing, storing, and collaboration of satellite imagery and spatial data. It enables teams to streamline workflows through a unified interface where users can search satellite archives, filter by parameters, such as cloud cover and resolution, and place orders with clear pricing information. The platform facilitates team collaboration through permission-based access controls, shared workspaces, and customised approval workflows that maintain data governance standards. Albatross connects users to high-resolution optical, multispectral, and historical data from multiple satellite constellations, offering both rush and premium delivery options. With its comprehensive dashboard, Albatross allows for monitoring orders, tracking deliveries, and accessing historical data in one location. -
39
Blackbird.AI
Blackbird.AI
Blackbird.AI is the Narrative Intelligence Detection and Response company protecting executives, organizations, and institutions from narrative-based disinformation attacks that cause financial, operational, reputational, and physical harm. Blackbird.AI’s Constellation Platform identifies the actors, networks, bots, and communities driving them; and turns those signals into early warning, decision intelligence, and coordinated response. Blackbird.AI brings Narrative Intelligence into the workflows where teams already operate, including cybersecurity, communications, legal, executive, and public-sector environments, with agentic response capabilities and MCP-enabled integrations that help organizations act faster. Founded by AI experts, threat intelligence analysts, and national security professionals, Blackbird.AI helps customers defend trust, strengthen resilience, and Own The Narrative. To learn more, visit Blackbird.AI. -
40
Augoor
Augoor
Augoor transforms static code into dynamic knowledge, enabling teams to navigate, document, and optimize complex systems effortlessly. By extracting structures, relationships, and context, Augoor builds a living knowledge graph that accelerates the development lifecycle. Its AI-driven code navigation tool accelerates new developer productivity, integrating them into projects from day one. Augoor reduces maintenance efforts and enhances code integrity by pinpointing problematic code segments, saving costs, and reinforcing your codebase. It automatically generates clear, updated code explanations, preserving knowledge, especially for complex legacy systems. The AI navigation system cuts down time spent searching through code, allowing developers to focus more on coding, speeding up feature development, and fostering innovation in large codebases. Augoor's advanced AI-driven visualizations uncover hidden patterns, map complex dependencies, and reveal critical relationships. -
41
ReGraph
Cambridge Intelligence
Build game-changing React graph visualization products that turn connected data into insight. With ReGraph’s simple data-driven API, it’s quick and easy to add graph visualizations to your React applications. Ship custom, high-performance graph visualization to your users, wherever they are. For React developers, ReGraph offers a simple and clean coding experience. It has familiar logic, easy state handling, and well-documented props. You can choose where your data is stored, and how the component looks and behaves. It works in any browser, on any device, and integrates readily with any server or database. It’s a completely flexible way to build a custom React graph visualization application. ReGraph makes it easy to build powerful React graph visualization applications. Everything has been carefully optimized for performance, from its layout algorithms to its supercharged graphics rendering engine. -
42
SMART TS XL
IN-COM Data Systems
SMART TS XL is an enterprise-grade application discovery and “software intelligence” platform that enables organizations to search, analyze, and visualize dependencies across all their codebases, regardless of platform or language. It ingests source code, database schemas, configuration files, documentation, ticketing logs, JCL, and other assets, from legacy mainframes (COBOL, JCL, PL/I, AS/400, etc.) to modern distributed environments (Java, .NET, Python, JavaScript, C++, databases, scripts, text files), and catalogs everything into a centralized, searchable repository. With patented indexing technology, SMART TS XL can process millions or even billions of lines of code and return results in seconds, allowing users to instantly locate where particular fields, error messages, modules, or logic are used enterprise-wide. It generates interactive visualizations like control-flow diagrams, cross-reference graphs, and impact-analysis maps. -
43
Geospiza SWIFT
Geospiza
Data has the power to save more lives in disaster and enhance the resilience of our communities. Geospiza SWIFT™, our web-based workflow and decision support software, makes high quality data accessible and actionable to all communities, regardless of size and financial resources. The platform integrates and operationalizes more than 1000 disparate datasets and models to provide clear actionable insights, empower informed decisions, and measure effectiveness over time. Geospiza SWIFT™ enables public safety, disaster, and homeland security organizations to make evidence-based decisions faster. By combining a constellation of mapped data sources and extensive population vulnerability models, users can easily navigate their communities, target limited resources, set metrics for success, and track ROI over time. Our tool is intended for day-to-day use, where users can understand who is most vulnerable in their community and why. -
44
TerrSet
Clark Labs
TerrSet is an integrated geospatial software system for monitoring and modeling the earth system for sustainable development. The TerrSet system incorporates the IDRISI GIS Analysis and IDRISI Image Processing tools along with a constellation of vertical applications. TerrSet offers the most extensive set of geospatial tools in the industry in a single, affordable package. There is no need to buy costly add-ons to extend your research capabilities. Along with the software features mentioned below, TerrSet also includes utilities for import and export of all major file and imagery formats along with comprehensive documentation and tutorials. The IDRISI Image Processing System in TerrSet is an extensive set of procedures for image restoration, enhancement, transformation and classification of remotely sensed imagery. -
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Maya
Maya
We're building autonomous systems that write and deploy custom software to perform complex tasks, from just English instruction. Maya translates steps written in English into visual programs that you can edit & extend without writing code. Describe the business logic for your application in English to generate a visual program. Dependencies auto-detected, installed, and deployed in seconds. Use our drag-and-drop editor to extend functionality to 100s of nodes. Build useful tools quickly, to automate all your work. Stitch multiple data sources by just describing how they work together. Pipe data into tables, charts, and graphs generated from natural language descriptions. Build, edit, and deploy dynamic forms to help a human enter & modify data. Copy and paste your natural language program into a note-taking app, or share it with a friend. Write, modify, debug, deploy & use apps programmed in English. Describe the steps you want Maya to generate code for. -
46
AI SaaS Launcher
AI SaaS Launcher
The next-gen low-code solution that combines AI-driven customization with full code access for ultimate flexibility. Customize, style, and launch your SaaS MVP quickly and easily. Build your site effortlessly using our advanced low-code framework, where AI helps generate a fully functional SaaS MVP. Leveraging Next.js and Tailwind, our platform integrates seamlessly with NextAuth, Stripe, and more, ensuring a robust and modern development experience. With full access to the codebase, you have the freedom to customize, scale, and modify your SaaS application to perfectly align with your vision and requirements. With everything you need built in, simply input your information and your MVP is ready to go live, saving you time and effort. Leverage generative AI to automatically write copy, style, and customize every aspect of your SaaS MVP, streamlining the entire development process.Starting Price: $10 per month -
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Morph WarpGrep
Morph
WarpGrep is an AI-powered code search system developed by Morph that functions as a specialized subagent designed to help AI coding models locate relevant code inside large repositories quickly and accurately. Instead of forcing the main language model to search through files within its own context window, WarpGrep performs the search independently and returns only the specific code fragments needed for the task. It uses a reinforcement-learning-trained retrieval model that explores repositories through a multi-turn process, issuing commands such as grep, list_directory, and read to navigate the project structure and locate relevant code sections. This approach allows the tool to analyze complex natural-language queries such as “where is authentication implemented?” or “where does the middleware validate tokens,” rather than relying solely on exact keyword matches.Starting Price: $20 per month -
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potpie
potpie
Potpie is an open source platform that enables developers to create AI agents tailored to their codebases, automating tasks such as debugging, testing, system design, onboarding, code review, and documentation. By transforming your codebase into a comprehensive knowledge graph, Potpie's agents gain deep contextual understanding, allowing them to perform engineering tasks with high precision. It offers over five ready-to-use agents, including those specialized in stack trace analysis and integration test generation. Developers can also build custom agents using simple prompts, facilitating seamless integration into existing workflows. Potpie provides a user-friendly chat interface and supports a VS Code extension for direct integration into development environments. With features like multi-LLM support, developers can integrate various AI models to optimize performance and flexibility.Starting Price: $ 1 per month -
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INTRACK
Inen Solutions
The Global Positioning System (GPS) is a global navigation satellite system (GNSS) developed by the United States Department of Defense and managed by the United States Air Force 50th Space Wing. It is the only fully functional GNSS in the world, can be used freely by anyone, anywhere, and is often used by civilians for navigation purposes. It uses a constellation of between 24 and 32 medium Earth orbit satellites that transmit precise radiowave signals, which allow GPS receivers to determine their current location, the time, and their velocity. Its official name is NAVSTAR GPS. Since it became fully operational on April 27, 1995, GPS has become a widely used aid to navigation worldwide, and a useful tool for map-making, land surveying, commerce, scientific uses, tracking and surveillance, and hobbies such as geocaching.Starting Price: $15 per month -
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Spire
Spire
Spire’s vast low-orbit satellite constellation collects real-time data from every layer of the atmosphere, in even notoriously difficult high altitudes. We’re constantly adding new hardware, improving our forecast API, and customizing our predictive weather models to power your most ambitious projects. The greatest risk to safety and fuel emissions is extreme weather. Having access to reliable, easy-to-use weather forecasting is paramount to the wellbeing of all seafaring vessels. Spire Global and PredictWind have teamed up to provide a groundbreaking open ocean wind and marine weather forecast, giving sport sailors very accurate wind speed and direction.