The Community Health Toolkit
One billion people alive today will never see a doctor in their lifetime.
Health systems, as they currently exist, exclude people from care. For half of the world’s population, the nearest doctor or nurse can be hours, or even days away, and the health facilities that are reachable are unaffordable, understaffed, and under-resourced. System strengthening and system reform are needed at unprecedented scale to ensure people can access the care they need and deserve.
Gaps in health systems are bridged by millions of Community Health Workers (CHWs) – committed and trusted members of the communities where they live and work, and the first point of care for most families in remote, rural, and underserved communities. Unfortunately, most CHWs are disconnected from the formal health system and are largely unsupported after a few days of pre-service training. While extensive research shows that CHWs have immense potential to improve health outcomes, inadequately trained, equipped, or supervised CHWs may have little or no impact at all.
Technology could serve a key role in health system reform, but it is unclear whether this potential will be realized. Despite the rapid development of technology and communication infrastructure in these same parts of the world, the available technology is underutilized or ineffectively applied to support healthcare where it is most needed.
We cannot take it for granted that the right technology will exist, it will work for all people equitably, it will not unfairly extract resources or data from poor countries, it will reach those who have been marginalized, or that it will be used effectively to improve the lives of the poorest.
Medic serves as the steward of the Community Health Toolkit (CHT) – a leading open-source, digital public good serving more than 41,000 health workers across 15 countries in Africa and Asia. The CHT includes a collection of open-source software frameworks and applications, with resources to help partners design and deploy digital tools (“apps”) for care teams. To date, health workers using digital health apps created with the CHT, have performed over 70 million caring activities, including household registrations and screenings, pre- and post- pregnancy care, individual child assessments, family planning services, COVID-19 response, and more.
The Core Framework of the CHT, developed and maintained by Medic, is a software platform designed and built to support an exceptional range of primary health programs, including the work of CHWs, frontline supervisors, facility-based nurses, health system managers, and even patients and caregivers. The Core Framework supports extensive customization, and makes it easier and faster to build more reliable, interoperable, and secure digital health apps than coding from scratch. Digital health apps built using the Core Framework can support many languages, run offline-first, work with basic phones (via SMS), smartphones (via Android Apps), tablets, and computers, and are integrated with complementary apps and health information systems such as DHIS2, OpenMRS, and RapidPro.
App developers can define health system roles, permissions, and reporting hierarchies, and leverage five highly configurable areas of functionality: in-app messaging, task and schedule management, decision support workflows, longitudinal person profiles, and analytics.
As steward, Medic partners with local and national governments, implementers, technology partners, researchers, and local communities to develop people-centered, sustainable solutions that meet health, wellbeing, and development needs. We are committed to open-source resources so that any organization around the world can access free tools to support health workers and community health systems effectively.

We believe that we must design and deliver systems that reach those who have been marginalized within local health systems and communities. Therefore, our operating definition of “underserved” includes individuals who are marginalized in terms of wealth (both relative and absolute), distance (e.g. people living over five kilometers from a facility), gender, education, intellectual and physical (dis)abilities, racial and ethnic groups, religion, language groups, at-risk patients based on biology and disease transmission (e.g. people living with HIV/AIDS), specific vulnerable groups (e.g. refugees and orphans), or previous access to and experiences of care.
Medic and our partners are focused on frontline health workers as a means of reaching and positively impacting these underserved communities. We work in solidarity alongside communities experiencing extreme poverty, lacking infrastructure such as roads and reliable electricity, and facing other adverse social determinants of health and vulnerabilities.
Key user groups of digital health apps built with the CHT include CHWs, frontline supervisors, facility-based nurses, health system managers, and patients and caregivers. While frontline teams use apps for doorstep care coordination, managers and decision-makers use tools for performance management of CHWs, continuous program impact monitoring and evaluation, and data-driven resource planning and population health management.
The CHT enables more proactive and timely CHW supervision – a critical link to ensuring faster, better, and more equitable care. In addition to messaging functionality so CHWs can communicate with their supervisors and troubleshoot issues as they are traveling door-to-door, dashboards and data analytics allow supervisors and administrators to monitor CHW activities, their work outputs and progress against goals – and ensure all households are receiving health services.
Through task and schedule management features, health workers can easily review who needs care, when, why, and where. Once a health worker arrives at the patient’s home, care guidelines – built into the app – guide the health worker through evidence-based, basic health care protocols, vetted through international global health standards. Additionally, apps built with the CHT record health data as a byproduct of care provision, allowing for a patient’s health record and profile to be created and continually updated over time.
The CHT leverages technology to keep health workers engaged, equip them with evidence-based resources, support continual training and capacity-building, and provide proactive supervision to ensure optimal community care. As an additional benefit to the larger health system, health data generated through the apps can be used by national health systems and Ministries of Health to understand health challenges in a given region and apply the appropriate resources to develop innovative and meaningful solutions to improve health outcomes and well-being.
When Medic was founded over ten years ago, our product was simple, free software to send SMS messages on basic feature phones. Today, we are a team of 90+ full-time software developers, engineers, technical leads, designers, project managers, data scientists, operations experts, and researchers distributed across six continents – with hubs in Dakar, Kampala, Kathmandu, and Nairobi. We work together to create and champion a robust open-source software toolkit with global reach. Our interdisciplinary team builds the right tools and implements high-impact projects alongside partners, health workers, and patients in pursuit of a more just world where universal health coverage is a reality, and health is secured human right.
We have a deep focus on people-centered design. To understand the needs of those we serve, our service designers design systems, workflows, and apps alongside CHWs and other users, directly at the community level. This approach makes us uniquely equipped to design solutions for complex use cases and health systems with the voice of the end user included throughout the process.
We approach all partnerships as accompaniment, working closely with implementers to design systems that can deliver health to all. Our non-profit mission and approach to technology have helped us partner with over 75 local and national NGOs, local and national governments, and academic institutions that are improving models of care, uncovering new insights, and maintaining health systems for millions. We have a decade of experience collaborating with a diverse set of partners, across more than 100 health systems and more than 25 countries.
Medic is committed to building the CHT as a robust digital public good, nurturing a thriving community, helping the community and early adopters deploy and leverage the CHT to its fullest potential, and advancing R&D for health equity.

- Build fundamental, resilient, and people-centered health infrastructure that makes essential services, equipment, and medicines more accessible and affordable for communities that are currently underserved;
- Scale
Over the last decade, Medic has contributed to a growing evidence base demonstrating how digital tools can support care in community health systems. With informed and empowered leadership, the implementation of global standards, and a focus on interoperability, the “right” technologies have great potential to address inequity for the people and places where it is needed most.
We see an unprecedented opportunity to support and scale the shared, open-source CHT that addresses challenges faced by health workers. To do this, we must equip a growing community of implementers to build, own, and scale digital tools themselves. The demand for optimized digital tools far outweighs global technical capacity to build them. This causes leading health systems to attempt to develop solutions from scratch leading to duplication and resource wastage, or delay implementing digital health at the community level altogether. To close this technical gap, and grow the reach of the CHT community, Medic will identify and bolster NGOs, proximate technical organizations, and social enterprises to increase the global capacity for building on the CHT.
With support from Solve and its MIT-backed network, we can change the way digital tools for community health are built and deployed by creating and fostering a global network of independent, technically-savvy teams, collectively building on a common open-source platform. By doing so, implementers of last mile health delivery will have a proven, economically viable, digital foundation for improving the quality, speed, access, and equity of care delivery on a path to universal health coverage.
Investing in public goods and their technical stewards (e.g the CHT and Medic) is an important opportunity to scale digital health around the world, and it is an essential path to local ownership and financial sustainability in Low- and Middle- Income Countries (LMICs). Leadership from public, private, and funding organizations can contribute to this ongoing transformation, ensuring technology will be used efficiently to improve the health and well-being of the most marginalized communities.
- Business model (e.g. product-market fit, strategy & development)