Alternatives to OpenContext
Compare OpenContext alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to OpenContext in 2026. Compare features, ratings, user reviews, pricing, and more from OpenContext competitors and alternatives in order to make an informed decision for your business.
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1
Update Fixer
Great Software Company OÜ
Update Fixer is a lightweight, freeware app to automatically fix Windows Update. This program is an automatic Windows Update Fixer, but we couldn’t actually use that name, because Windows is Microsoft’s trademark and obviously we are not Microsoft. Therefore, our program is called Update Fixer. It’s a free Windows Update fixing tool. Update Fixer is a lightweight, no-nonsense program that does only one thing, but it does it very well: It fixes Windows Update. Nothing more, nothing less. Key Features 1) Automatically detects what is wrong with Windows Update. 2) Automatically fixes any found Windows Update related problems. 3) If you want, you can choose exactly what fixing operations should be done. Supports Dark Mode. 4) Very easy to use: Start the app, click a button. That’s it! 5) The user interface includes cats 🐱 6) Free and open source. Lightweight. No ads, no bundled software, no nonsense.Starting Price: $0 -
2
Fixer
Fixer
Fixer is a simple and lightweight API for current and historical foreign exchange (forex) rates. Fixer.io is used by thousands of developers, SMBs and large corporations every day. Rock-solid data sources and 6+ years of experience make Fixer the #1 resource for real-time exchange rates. Our principle at Fixer, developers first. Detailed API Documentation, intuitive code examples and a straightforward API structure will allow you to implement the API in under 10 minutes. Real-time exchange rate data for 170 world currencies, updated every 60 seconds. The Fixer API comes with guaranteed availability, scalable volumes and responds within milliseconds. Currency data delivered by Fixer is sourced from financial data providers and banks, including the European Central Bank. An API Documentation packed with simple instructions and code examples enable quick implementation at any level. Your connection to the Fixer API is encrypted using bank-grade 256-bit SSL Encryption.Starting Price: $10 per month -
3
Metaphor
Metaphor Data
Automatically indexed warehouses, lakes, dashboards, and other pieces of your data stack. Combined with utilization, lineage, and other social popularity signals, Metaphor lets you show the most trusted data to your users. Provide an open 360 view of your data and conversations about data to everyone in the organization. Meet your customers where they are - share artifacts from the catalog including documentation, natively via Slack. Tag insightful Slack conversations and associate them with data. Collaborate across silos by the organic discovery of important terms and usage patterns. Easily discover data across the entire stack, write technical details and Business friendly wiki that is easily consumed by non-technical users. Support your users directly in Slack and use the catalog as a Data Enablement tool to quickly onboard users for a more personalized experience. -
4
FaultFixers
FaultFixers
FaultFixers is maintenance software made easy. The system tracks and automates all maintenance operations with simple-to-use features including a powerful planned preventative maintenance tool, in-app notifications and messaging, custom checklists and digital forms, dynamic scheduling and team management. FaultFixers is a one-stop platform to achieve clear and simple maintenance management for your business.Starting Price: £50/month/user -
5
Intuo
Intuo
Intuo monitors CVEs, vendor advisories, and trusted OSINT, then tells you exactly what matters to your stack or each client's stack, and answers your questions with agentic AI search. Every day brings vendor spam, conflicting feeds, breach rumors, and regulatory noise. Drowning in thousands of CVE notifications, vendor advisories, and threat intel feeds with no context for your environment. Tab-hopping between CVE databases, vendor sites, and OSINT sources to piece together what actually matters to your stack. That moment when you discover a critical vulnerability affecting your clients' infrastructure days after the patch was released. Scrambling to create security briefings and threat reports for clients without reliable, cited intelligence sources. Multi-tenant visibility and critical-only alerts across dozens of clients. KEV and EPSS aware prioritization with quick IOC investigations. -
6
OpenMetadata
OpenMetadata
OpenMetadata is an open, unified metadata platform that centralizes all metadata for data discovery, observability, and governance in a single interface. It leverages a Unified Metadata Graph and 80+ turnkey connectors to collect metadata from databases, pipelines, BI tools, ML systems, and more, providing a complete data context that enables teams to search, facet, and preview assets across their entire estate. Its API‑ and schema‑first architecture offers extensible metadata entities and relationships, giving organizations precise control and customization over their metadata model. Built with only four core system components, the platform is designed for simple setup, operation, and scalable performance, allowing both technical and non‑technical users to collaborate on discovery, lineage, quality, observability, collaboration, and governance workflows without complex infrastructure. -
7
Disco.dev
Disco.dev
Disco.dev is an open source personal hub for MCP (Model Context Protocol) integration that lets users discover, launch, customize, and remix MCP servers with zero setup, no infrastructure overhead required. It provides plug‑and‑play connectors and a collaborative environment where users can spin up servers instantly via CLI or local execution, explore and remix community‑shared servers, and tailor them to unique workflows. This streamlined, infrastructure‑free approach accelerates AI automation development, democratizes access to agentic tooling, and fosters open collaboration across technical and non-technical contributors through a modular, remixable ecosystem.Starting Price: Free -
8
LinkFixer Advanced
LinkTek
Eliminate data loss caused by broken links. LinkFixer Advanced offers multiple tools that take care of your links both before and after data migration or file system restructuring. For massive time-savings and uninterrupted data availability, protect working links or find and fix broken links in millions of files quickly, easily and automatically.Starting Price: Free Trial -
9
Linksphere Luna
Conweaver
Linksphere comprises the entire technology necessary for automated data linking, the creation of graph-based digital solutions, and comprehensive connectivity. The data linking stack contains all the necessary layers with perfectly coordinated interactions of its individual components to ensure maximum performance and scaling. Logical separation between configuration and runtime environment guarantees that your solutions can always be operated with the latest engines. The high level of interoperability of the platform, while maintaining all security requirements, ensures easy integration into existing enterprise IT architectures. In the context of data ingestion, the relevant metadata that traditionally resides in the operational silos of the various business units is read out of files or databases or accessed via interfaces. Linksphere can access the data flexibly and from various heterogeneous data sources. -
10
Sherlocks.ai
Sherlocks.ai
Sherlocks.ai is an autonomous AI SRE agent that works 24x7x365 to prevent incidents, automate root cause analysis, and accelerate recovery without adding headcount. Unlike traditional monitoring tools, Sherlocks acts as an intelligent teammate inside your Slack channels, instantly responding to alerts, correlating logs, metrics, and traces across your entire stack, and delivering context-aware RCA in seconds , not hours. Teams using Sherlocks see 3x faster incident resolution, 50% reduction in toil, and 20-30% cloud cost savings through intelligent predictive scaling. No agent installation required as it connects directly to your existing observability stack (OpenTelemetry, Prometheus, Datadog) via secure API. SOC2 Type 2 certified with self-hosted deployment available for full data control.Starting Price: $1500/month -
11
Admo.tv
Admo.tv
Visits, conversions, awareness, footfall. Discover and maximize the performance of your TV investments with the Admo.tv platform. Our detection technology allows us to follow in real-time each of the market TV broadcasts. Media planning, airing context, investments. With the Watch platform, optimize your media strategy by finding out that of other brands. Admo.tv identifies who your TV-online-users are so to provide insights, tailored to your needs: online visits and conversions, geolocation and socio-demographic profile of TV engaged audience, brand awareness impact and drive-to-store drive your media plans through a performance mindset. Admo.tv allows you to boost your SEA when your audience searches for you online. Then optimize your conversion by retargeting your TV-engaged audience and creating a tailor-made customer journey. Since 2011, Admo.tv supports the biggest brands and their media agencies.Starting Price: $3,840 per year -
12
Duplicate Files Fixer
Systweak Software
Duplicate Files Fixer is a tool designed to find and delete duplicate files effortlessly! With Duplicate Files Fixer, you can search and delete identical copies of files easily and quickly. It scans duplicate file contents regardless of file name and file format. The preview list gives you the details of duplicate files you can easily do away with. There’s an auto-mark option to let you delete the files. Else, you can also delete files individually. Preview a list of the number duplicate files found before you delete them. Delete useless duplicate files in Dropbox and free up valuable space in the Cloud. After the deletions, you will be amazed by the amount of storage space you have recovered. All your files might not be stored in your device. Don’t worry. The tool scans external devices too! Identify and delete duplicate files, photo and more in Google Drive.Starting Price: $30.64 -
13
Buensoft Socios
Buensoft
Buensoft Socios makes it possible to easily manage a health club or fitness center. Track your members' attendance, process payments, lockers and product sales, track inventory and even manage your memberships within the software. Buensoft Socios also provides robust membership reporting capabilities for effective health club and fitness center management. All of these features are available for a single price with no additional modules to buy. You'll also enjoy free upgrades and unlimited technical support. Show alert messages for payments due, measurements due, membership expiration, birthday messages, global messages and private messages. Export selected data to an excel spreadsheet for custom reporting and mail merge purposes. Print alert reports for member attendance, lockers, products, birthdays, contract expiry and payment due dates and more.Starting Price: $19.99 per user per month -
14
CtrlStack
CtrlStack
CtrlStack manages a wide variety of operational activities and sources of changes to reduce risks, track change impact, and find root causes of production issues fast. Relationship mapping in observability is finding meaningful connections and interactions between the data – metrics, events, logs, and traces. We use a native graph database to represent this “data between the data” at speed and scale. Get an end-to-end visibility of all changes across commits, configuration files, and feature flags in one click. Capture all the context of an incident at the moment it occurs, and at any time during diagnosis and resolution, to avoid reverting each other’s changes. Get insights into what, when, and who made the change, and how it impacts operations. Collaborate across teams with shared data knowledge through a DevOps graph. -
15
Draftt
Draftt
Draftt is a proactive tech stack governance software that continuously monitors every component’s lifecycle and configuration across clouds, workloads, runtimes, and code to help teams stay ahead of technical debt and avoid unexpected end-of-life risks. It provides full-stack visibility with a unified control plane that maps all technologies, versions, dependencies, and Kubernetes clusters in one place, replacing manual audits and static spreadsheets with live inventory and context. Draftt uses secure, read-only integrations with cloud and developer tools to collect lifecycle metadata, detect version drift, and identify compatibility conflicts early. With AI-driven prioritization and impact scoring, it highlights upgrade risks based on urgency, effort, and business impact, and generates detailed remediation plans tailored to your environment. It delivers structured, step-by-step upgrade paths, prebuilt actions, and automated workflows that can be executed directly from Draftt. -
16
Socioboard
Socioboard
Tap into the power of social media with SocioBoard. Powerful social media management and content marketing platform. Centralize and streamline your content marketing and social media operations. Create, plan and schedule your content when your users are most actively engaged and participating. Make your own publishing schedule, seamless with SocioBoard. Fill your feed by discovering fresh pieces of information. All of your RSS feeds are organized in one place with the RSS Content Manager. Filtering them by search phrase, sorting them by feed name, date or category is simple. Manage multiple social accounts easily. Now add new social media accounts and remove the old ones that are not in use in seconds. Recognize your target audience and how they interact with you on social media. Pre-built reports are available, or make your own reports, depending on the data that matters to you.Starting Price: $9.99 per user per month -
17
Writer AI Studio
Writer
The fastest way to build AI apps. Build AI apps and workflows that are fully integrated with the Writer full-stack generative AI platform. Writer API: Integrate enterprise-grade generative AI directly into your own tools and services. Writer Framework: Visual editor in the front, Python in the back Build feature-rich AI apps quickly with an open-source, Python framework. Build with no code Ship AI apps easily without writing a single line of code. Stop stitching together a stack, and start shipping apps with a suite of developer tools fully integrated with our platform of LLMs, graph-based RAG tools, AI guardrails, and more. Empower anyone, from business users to developers, to collaborate effortlessly and iterate rapidly on bespoke AI apps for their own use cases and workflows. -
18
StackGen
StackGen
Generate context-aware, secure IaC from application code without code changes. We love infrastructure as code, but that doesn’t mean there isn’t room for improvement. StackGen uses an application’s code to generate consistent, secure, and compliant IaC. Remove bottlenecks, liabilities, and error-prone manual processes between DevOps, developers, and security to get your application to market faster. Allow developers a better, more productive experience without becoming infrastructure experts. Consistency, security, and policy guardrails are incorporated by default when IaC is auto-generated. Context-aware IaC is auto-generated, with no code changes required, supported, and rightsized with least-privileged access controls. No need to rebuild your pipelines. StackGen works alongside your existing workflows to remove silos between teams. Enable developers to auto-generate IaC that complies with your provisioning checklist. -
19
OpenCTI
Filigran
OpenCTI is an open source threat intelligence platform developed by Filigran, designed to help organizations collect, correlate, and leverage threat data at strategic, operational, and tactical levels. It provides a consolidated view of threat data from multiple sources, transforming raw data into actionable insights. It features a sophisticated knowledge hypergraph database, fully compliant with STIX standards, enabling deep context and relationships within threat intelligence. OpenCTI offers comprehensive visualizations and analytics, facilitating comparison and investigation within the knowledge graph. It integrates both technical and non-technical information into a unified system, linking each piece of threat intelligence to its original source for a complete analytical perspective. It also includes powerful case management capabilities, enhancing threat detection and response by centralizing incident-related data and fostering real-time collaboration. -
20
Dawiso
Dawiso
Dawiso is your modern platform for managing and understanding data, built to unify governance and usability in a way that works for your entire organization. At its core is a powerful, AI-powered data catalog, enabling teams to quickly discover, interpret, and access trusted data across systems, reports, and business tools. With flexible governance features and business-friendly documentation apps, Dawiso bridges the gap between technical and non-technical users, fostering true collaboration. Enhance trust in your data with clear, visual data lineage that maps relationships across sources and systems, giving you full context and control. Support compliance through customizable workflows, role-based access, and structured metadata capture.Starting Price: $49 per user per month -
21
Pantomath
Pantomath
Organizations continuously strive to be more data-driven, building dashboards, analytics, and data pipelines across the modern data stack. Unfortunately, most organizations struggle with data reliability issues leading to poor business decisions and lack of trust in data as an organization, directly impacting their bottom line. Resolving complex data issues is a manual and time-consuming process involving multiple teams all relying on tribal knowledge to manually reverse engineer complex data pipelines across different platforms to identify root-cause and understand the impact. Pantomath is a data pipeline observability and traceability platform for automating data operations. It continuously monitors datasets and jobs across the enterprise data ecosystem providing context to complex data pipelines by creating automated cross-platform technical pipeline lineage. -
22
Checkov
Prisma Cloud
Verify changes to hundreds of supported resource types in all major cloud providers. Scan cloud resources in build-time for misconfigured attributes with a simple Python policy-as-code framework. Analyze relationships between cloud resources using Checkov’s graph-based YAML policies. Execute, test, and modify runner parameters in the context of a subject repository CI/CD and version control integrations. Extend Checkov to define your own custom policies, providers, and suppressions terms. Prevent misconfigurations from being deployed by embedding it into existing developer workflows. Enable automated pull/merge request annotations on your repositories without having to build a CI pipeline or run scheduled checks. The Bridge crew platform will automatically scan new pull requests and annotate them with comments for any policy violations discovered.Starting Price: Free -
23
Your eCom Agent
Your eCom Agent
Your eCom Agent is an AI-powered toolset designed to save Amazon sellers time and improve their business with quick, actionable insights. Analyze competitors, optimize listings, and streamline your workflow in minutes. Try it free with a 7-day trial. Key Features: - Product Development: Analyze competitors to identify key features and solutions to customer issues. - Review Analyzer: Summarize any ASIN's reviews into Pros, Cons, and insights. - Bundle & Add-On Ideas: Generate ideas to enhance your product offerings. - Brand Developer: Create a unique brand identity. - Product Ideation: Discover new product ideas. - Listing Fixer: Get personalized recommendations to optimize your listings. Benefits: - Automated Workflows: Efficiently manage tasks with AI-powered automation. - Creative Solutions: Find opportunities you may have overlooked. - Save Time: Complete tasks in minutes, saving you hours.Starting Price: $15/month -
24
Duplicate Photos Fixer Pro
Systweak Software
Removing unnecessary duplicate photo files offers a sleek & up-to-date photo library. Not only exact duplicates but similar looking photos can also be removed to reduce clutter and redundancy. Locate and remove duplicate photos from your device which unnecessarily occupy storage space. Detected duplicates are categorized in groups so you can keep the best & delete the rest. All you have to do is download and install Duplicate Photos Fixer Pro to free up unnecessary occupied space. It works exactly like a storage cleaner to remove duplicates & similar photos. To locate and remove unwanted exact & similar-looking photos, just drag and drop files to the scanning area & get rid of duplicates in no time. It intelligently detects even those photos which are resized, edited or saved under different names.Starting Price: $39.20 -
25
DeployStack
DeployStack
DeployStack is an enterprise-focused Model Context Protocol (MCP) management platform designed to centralize, secure, and optimize how teams use and govern MCP servers and AI tools across organizations. It provides a single dashboard to manage all MCP servers with centralized credential vaulting, eliminating scattered API keys and manual local config files, while enforcing role-based access control, OAuth2 authentication, and bank-level encryption for secure enterprise usage. It offers usage analytics and observability, giving real-time insights into which MCP tools teams use, who accesses them, and how often, along with audit logs for compliance and cost-control visibility. DeployStack also includes token/context window optimization so LLM clients consume far fewer tokens when loading MCP tools by routing through a hierarchical system, allowing scalable access to many MCP servers without degrading model performance.Starting Price: $10 per month -
26
MyLens.ai
MyLens.ai
MyLens AI is an AI tool that can generate timelines, mind maps, and quadrants to help students learn history in a more interactive way. It allows students to explore historical events in a digital format instead of using textbooks and static images. MyLens AI can also be used by researchers to explore historical trends and patterns, such as socio-political developments or economic fluctuations. Ask MyLens AI about any topic, like the history of the internet, startup steps, or climate change events, and receive a comprehensive timeline. Provide your data, like detailed project plans, articles, or survey results. MyLens AI uses the context to generate accurate and insightful timelines. Input any custom topic or your own data, from project plans to detailed articles. Instantly create detailed timelines highlighting key events and insights. Download your polished timelines or share them with a link.Starting Price: $12 per month -
27
AiDB
Belva
Belva's AiDB is an AI-optimized database designed to enhance large language models by automatically creating relational maps that make your LLM smarter with each new input, using fewer context tokens and delivering better results, all without extra tuning. In just 15 lines of code, you get a knowledge base that enhances AI performance, reduces context token use, and scales effortlessly. AiDB sets up in 5 minutes, better than custom RAG systems. One API key does it all with AiDB. Switch to AiDB & see your LLM’s get more done with just 15 lines of code. At Belva, we’ve reimagined how AI uses data. With our unique indexing and relational mapping, context windows are nearly obsolete. Integrate AiDB into your stack, and watch your AI soar. If your AI uses or needs a knowledge base, it needs AiDB. Better performance means less waste at scale. -
28
ODOSCOPE
ODOSCOPE
We help companies understand their users with ease, engage with them one-to-one and optimize their business strategies with efficiency. Show the most engaging products tailored to any user at any time and touchpoint. ODOSCOPE is the customer engagement platform to provide a seamless 1:1 personalization tailored to the individual user at all touchpoints. Employing the ODOSCOPE real-time AI technology companies increase the customer lifetime value by increasing revenue and lowering costs significantly. As contracted data processor ODOSCOPE integrates all of your internal and available external data into one platform: product data, stock and pricing data, customer data plus behavioural data, socio-demographic data, external situational data etc. Within our customer engagement platform, small and large companies operationalize successfully their existing data for context-based real-time decisions and fast business insights. -
29
Morphik
Morphik
Morphik is an open source, multimodal Retrieval-Augmented Generation (RAG) platform designed to streamline AI applications over complex, visually rich documents. Unlike traditional RAG systems that falter with non-textual data, Morphik embeds entire pages, including diagrams, tables, and images, directly into its knowledge base, ensuring no context is lost during processing. This approach enables precise search and retrieval across diverse document types such as research papers, technical manuals, and scanned PDFs. Morphik's capabilities include visual-first retrieval, knowledge graph construction, and seamless integration with enterprise data sources through its REST API and SDKs. Its natural language rules engine allows users to define how data is ingested and queried, while persistent KV-caching optimizes performance by reducing redundant computations. Morphik supports the Model Context Protocol (MCP), facilitating direct access for AI assistants.Starting Price: Free -
30
Timbr.ai
Timbr.ai
Timbr is the ontology-based semantic layer used by leading enterprises to make faster, better decisions with ontologies that transform structured data into AI-ready knowledge. By unifying enterprise data into a SQL-queryable knowledge graph, Timbr makes relationships, metrics, and context explicit, enabling both humans and AI to reason over data with accuracy and speed. Its open, modular architecture connects directly to existing data sources, virtualizing and governing them without replication. The result is a dynamic, easily accessible model that powers analytics, automation, and LLMs through SQL, APIs, SDKs, and natural language. Timbr lets organizations operationalize AI on their data - securely, transparently, and without dependence on proprietary stacks - maximizing data ROI and enabling teams to focus on solving problems instead of managing complexity.Starting Price: $599/month -
31
Kloudfuse
Kloudfuse
Kloudfuse is an AI‑powered unified observability platform that scales cost‑effectively, combining metrics, logs, traces, events, and digital experience monitoring into a single observability data lake. It integrates with over 700 sources, agent‑based or open source, without re‑instrumentation, and supports open query languages like PromQL, LogQL, TraceQL, GraphQL, and SQL while enabling custom workflows through webhooks and notifications. Organizations can deploy Kloudfuse within their VPC using a simple single‑command install and manage it centrally via a control plane. It automatically ingests and indexes telemetry data with intelligent facets, enabling fast search, context‑aware ML‑based alerts, and SLOs with reduced false positives. Users gain full‑stack visibility, from frontend RUM and session replays to backend profiling, traces, and metrics, allowing navigation from user experience down to code‑level issues. -
32
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. -
33
16x Prompt
16x Prompt
Manage source code context and generate optimized prompts. Ship with ChatGPT and Claude. 16x Prompt helps developers manage source code context and prompts to complete complex coding tasks on existing codebases. Enter your own API key to use APIs from OpenAI, Anthropic, Azure OpenAI, OpenRouter, or 3rd party services that offer OpenAI API compatibility, such as Ollama and OxyAPI. Using API avoids leaking your code to OpenAI or Anthropic training data. Compare the code output of different LLM models (for example, GPT-4o & Claude 3.5 Sonnet) side-by-side to see which one is the best for your use case. Craft and save your best prompts as task instructions or custom instructions to use across different tech stacks like Next.js, Python, and SQL. Fine-tune your prompt with various optimization settings to get the best results. Organize your source code context using workspaces to manage multiple repositories and projects in one place and switch between them easily.Starting Price: $24 one-time payment -
34
GraphBase
FactNexus
GraphBase is a Graph Database Management System (Graph DBMS) engineered to simplify the creation and maintenance of complex data graphs. Complex and highly-connected structures are a challenge for the Relational Database Management System (RDBMS). A graph database provides much better modelling utility, performance and scalability. The current crop of graph database products - the triplestores and property graphs - have been around for nearly two decades. They're powerful tools, they have many uses, but they're still not suited to the management of complex data structures. With GraphBase, our goal was to simplify the management of complex data structures, so that your data could become something more. It could become Knowledge. We achieved this by redefining how graph data should be managed. In GraphBase, the graph is a first-class citizen. You get a graph equivalent of the "rows and tables" paradigm that makes a Relational Database so easy to use. -
35
Socios
Socios.com
Fan Tokens are your digital pass to the teams you love. Unlike normal memberships, Fan Tokens never expire and are yours to keep forever! Fans are crying out to have a say in the teams they love. Socios.com solves this. See the way it works, how you can influence your team and get rewarded! Trusted not only to deliver new exciting partnerships and engaging binding polls, but also to provide a secure platform for voting. Blockchain technology is at the heart of our app, making sure that the integrity of each vote is safeguarded. Collecting Loyalty Tokens isn’t just an experience but will empower you to redeem exclusive rewards from our upcoming Fan Rewards. Use the $SSU Fan Tokens you earn to redeem Socios and team merchandise, virtual goodies, match day experiences and more. -
36
Sita
Sita
Sita cuts AI spend by 30% and saves 25 hours per developer each month by automating search and documentation. It turns code, messages, and docs into a knowledge graph and feeds only relevant context to your coding tools, cutting input tokens by 32%. Sita also keeps your docs up to date and helps ship features 37% faster with 68% fewer bugs. We onboard you with white-glove support in one hour. Sita works with or without your current tools and can power them through MCP or our own agent. -
37
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. -
38
Qwen2.5-1M
Alibaba
Qwen2.5-1M is an open-source language model developed by the Qwen team, designed to handle context lengths of up to one million tokens. This release includes two model variants, Qwen2.5-7B-Instruct-1M and Qwen2.5-14B-Instruct-1M, marking the first time Qwen models have been upgraded to support such extensive context lengths. To facilitate efficient deployment, the team has also open-sourced an inference framework based on vLLM, integrated with sparse attention methods, enabling processing of 1M-token inputs with a 3x to 7x speed improvement. Comprehensive technical details, including design insights and ablation experiments, are available in the accompanying technical report.Starting Price: Free -
39
Astelia
Astelia
Astelia is an attack-driven exposure management platform designed to help security and IT teams identify which vulnerabilities in their environment are truly reachable and exploitable. It maps network topology through read-only integrations and applies agentic AI to analyze the technical requirements of each vulnerability, correlating reachability and exploitability data to surface the small fraction of risks that actually matter. Instead of relying on probability-based scoring alone, Astelia provides evidence-based prioritization that helps organizations cut through massive vulnerability backlogs and focus remediation efforts where they will have the greatest impact. It also visualizes potential attack paths using graph-based models, showing exactly how an attacker could move through the network to compromise assets. In addition, it exposes coverage gaps by mapping infrastructure down to the port level, revealing unscanned assets and third-party connections. -
40
Multilith
Multilith
Multilith gives AI coding tools a persistent memory so they understand your entire codebase, architecture decisions, and team conventions from the very first prompt. With a single configuration line, Multilith injects organizational context into every AI interaction using the Model Context Protocol. This eliminates repetitive explanations and ensures AI suggestions align with your actual stack, patterns, and constraints. Architectural decisions, historical refactors, and documented tradeoffs become permanent guardrails rather than forgotten notes. Multilith helps teams onboard faster, reduce mistakes, and maintain consistent code quality across contributors. It works seamlessly with popular AI coding tools while keeping your data secure and fully under your control. -
41
GPT-5.4
OpenAI
GPT-5.4 is an advanced artificial intelligence model developed by OpenAI to support complex professional and technical work. The model combines improvements in reasoning, coding, and agent-based workflows into a single system designed for real-world productivity tasks. GPT-5.4 can generate, analyze, and edit documents, spreadsheets, presentations, and other work outputs with greater accuracy and efficiency. It also features improved tool integration, enabling the model to interact with software environments and external tools to complete multi-step workflows. With enhanced context capabilities supporting up to one million tokens, GPT-5.4 can process and reason over very large amounts of information. The model also improves factual accuracy and reduces errors compared to earlier versions. By combining strong reasoning, coding ability, and tool use, GPT-5.4 helps users complete complex tasks faster and with fewer iterations. -
42
Collate
Collate
Collate is an AI‑driven metadata platform that empowers data teams with automated discovery, observability, quality, and governance through agent‑based workflows. Built on the open source OpenMetadata foundation and a unified metadata graph, it offers 90+ turnkey connectors to ingest metadata from databases, data warehouses, BI tools, and pipelines, delivering in‑depth column‑level lineage, data profiling, and no‑code quality tests. Its AI agents automate data discovery, permission‑aware querying, alerting, and incident‑management workflows at scale, while real‑time dashboards, interactive analyses, and a collaborative business glossary enable both technical and non‑technical users to steward high‑quality data assets. Continuous monitoring and governance automations enforce compliance with standards such as GDPR and CCPA, reducing mean time to resolution for data issues and lowering total cost of ownership.Starting Price: Free -
43
Lightspin
Lightspin
Our advanced patent-pending graph-based technology enables proactive discovery and remediation of known and unknown threats. Whether it's a misconfiguration, weak configuration, over-permissive policy, or a CVE, we empower your teams to address and eliminate all threats to your cloud stack. Prioritization of the most critical issues means your team can focus on what matters most. Our root cause analysis dramatically reduces the number of alerts and general findings, enabling teams to address those that are most crucial. Protect your cloud environment while advancing along the digital transformation. It correlates between the Kubernetes layer to the cloud layer and integrates seamlessly with your existing workflow. Get a rapid visual assessment of your cloud environment using known cloud vendor APIs, from the infrastructure level down to the single microservice level. -
44
ApostropheCMS
Apostrophe
Apostrophe is a powerful website builder platform built on an enterprise open source CMS. Apostrophe offers in-context live editing and dynamic visual design tools with multisite enablement. At its core is an extensible and modular system in a full stack JS environment ready for traditional or headless deployment. At last, a balance between the developer and editor experience, where side projects thrive and businesses boom.Starting Price: Free -
45
IngestAI
IngestAI
Turn your knowledge base into a ChatGPT-like context-aware bot. Upload your docs: technical documentation, educational program materials, product/services description, etc. Choose your favorite app and create a bot within minutes, with no code, and no technical skills needed. Get precise AI/ChatGPT-generated answers for questions about relevant materials. Free plan up to 3 bots, 1K requests, 10K tokens, 10Mb dataset size. IngestAI enables you to quickly build and deploy ChatGPT-like bots that answer queries based on uploaded knowledge-based (technical documentation, educational program content, company knowledge base, etc). Upload your knowledge base to IngestAI, choose your messaging platform (Slack, Discord, Telegram, etc), and let OpenAI generate accurate and relevant answers about your product. We encourage our new users to fist spend 2 minutes creating their first bot (that's exactly how long it takes) on Telegram.Starting Price: $39 per month -
46
BuySellAds
BuySellAds
Reach niche tech audiences in the perfect context. It's never been easier to find the developers, designers, early-adopters, or crypto folks who need your product. Effortless access to in-demand audiences at scale. We've helped dozens of companies go from startup to IPO, find out how we can help you take the next step. Access hundreds of publishers instantly. Get your product in front of passionate people from in-demand verticals like design, development, cryptocurrency, and tech-savvy early adopters. One set of creative, hundreds of ad formats. Pick the perfect placements based on your goals. All ad formats fit seamlessly into the user interface. Our whitelisted ads help you reach more technical, ad-averse audiences. See how we're moving advertising forward while helping companies fuel explosive growth. -
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Continue
Continue
The leading open-source AI code assistant. You can connect any models and any context to create custom autocomplete and chat experiences inside the IDE Remain in flow while coding by removing the barriers that block productivity when building software. Accelerate development with a plug-and-play system that makes it easy to get started and integrates with your entire stack. Become a leader in AI by setting up your code assistant to evolve as new capabilities emerge. Continue autocompletes single lines or entire sections of code in any programming language as you type. Attach code or other context to ask questions about functions, files, the entire codebase, and more. Highlight code sections and press a keyboard shortcut to rewrite code from natural language.Starting Price: $0/developer/month -
48
Penzle
Penzle
Effectively manage your digital assets with our powerful DAM system. It provides centralized storage, fast retrieval, effortless sharing, and numerous other features to boost your team's productivity and ensure asset security. Interact with your digital assets in real-time, just like chatting with a colleague. Ask questions, retrieve information, and manage your assets effortlessly. Experience accurate and fast search results with AI semantic ranking. Context-aware and intent-driven to quickly find exactly what you need. Discover visually similar images effortlessly. Whether you upload an image or provide a description, our AI understands the context and finds images that match your needs. Save time with automated metadata tagging. Our AI analyzes your digital assets and automatically assigns relevant tags, making organization and retrieval faster and easier.Starting Price: $99 per month -
49
Acontext
MemoDB
Acontext is a context platform for AI agents. It stores multi-modal messages/artifacts, monitors agents' task status, and runs a Store → Observe → Learn → Act loop that identifies successful execution patterns, so autonomous agents can act smarter and succeed more over time. Developer Benefits: Less Tedious Work: Store multi-modal context and artifacts in one place by integrating all context data without configuring Postgres, S3, or Redis, and it only requires a few lines of code. Acontext handles repetitive, time-consuming configuration tasks, so developers don’t have to. Self-Evolving Agents: Similar to Claude Skills, which require predefined rules, Acontext allows agents to automatically learn from past interactions, reducing the need for constant manual updates and tuning. Easy Deployment: Open-source, one-command setup, One-line install. Ultimate Value: Improve agent success rates and reduce running steps, then save costs.Starting Price: Free -
50
ColdStack
ColdStack.co
Stop losing deals in the 2-hour window between lead reply and your response. ColdStack brings every cold email reply from Instantly, Smartlead, and EmailBison into a single Slack channel where your team can see and act instantly. Each reply triggers a real-time notification with full engagement context—who opened what, when, and how many times. Your team replies directly from Slack, and ColdStack syncs everything back bidirectionally to your source platform. No more toggling between dashboards, Gmail, and Slack. Built for cold email agencies and sales teams who live in Slack. Mobile-ready through Slack's app.
