# NGO MEL Framework

**URL:** <https://onehack.st/t/ngo-mel-framework/318290>\
**Category:** Discussion & Solutions\
**Tags:** solved\
**Created:** [February 12, 2026, 12:49am UTC](https://onehack.st/t/ngo-mel-framework/318290 "2026-02-12T00:49:41Z")\
**Posts on this page:** 4\
**Page:** 1

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**Author:** ![Wantok](https://onehack.st/user_avatar/onehack.st/wantok/32/24960_2.png) [@Wantok](https://onehack.st/u/Wantok)\
**Post date:** [February 12, 2026, 12:49am UTC](https://onehack.st/t/ngo-mel-framework/318290/1 "2026-02-12T00:49:41Z")

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are there there any member with software dev or experiences who know’s systems that help solve’s non-government monitoring and evaluation frameworks (data/input/output/outcome/indicator tracking, etc) for free i.e. open-source?

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**Author:** ![Luong\_Dien\_Nhan](https://onehack.st/user_avatar/onehack.st/luong_dien_nhan/32/20034_2.png) [@Luong\_Dien\_Nhan](https://onehack.st/u/Luong_Dien_Nhan)\
**Post date:** [February 12, 2026, 9:43am UTC](https://onehack.st/t/ngo-mel-framework/318290/2 "2026-02-12T09:43:56Z")

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You can check Odoo ([https://www.odoo.com/](https://www.odoo.com/))

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**Author:** ![WhiteHat](https://onehack.st/user_avatar/onehack.st/whitehat/32/162514_2.png) [@WhiteHat](https://onehack.st/u/WhiteHat)\
**Post date:** [February 12, 2026, 11:00am UTC](https://onehack.st/t/ngo-mel-framework/318290/3 "2026-02-12T11:00:52Z")

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Here are the best truly open-source, self-hostable M&E systems for NGO program monitoring (input/output/outcome/indicator tracking):

**Purpose-built M&E platforms (self-hosted, open-source):**

- **MONIC** — The strongest find. Full M&E system with KPI tracking, Theory of Change visualization, logframe builder, Gantt charts, questionnaire designer, and dashboards. Built on .NET/Angular/SQL Server. Actively maintained and presented at the Global Evaluation Initiative’s gLOCAL Evaluation Week. ([monic.tech](https://www.monic.tech/))
- **[TolaData (Mercy Corps fork)](https://github.com/mercycorps/toladata)** — Built by Mercy Corps specifically for NGO results frameworks: indicator plans, target tracking, data aggregation across projects, and KoboToolbox integration for field data collection. Python/Django stack. The [Community Edition](https://toladata-ce.github.io/) is fully self-hostable.
- **[M&E Insight](https://github.com/edc-it/MEInsight)** — By Education Development Center. Tracks participants, activities, and indicators across education/health/workforce projects. [ASP.NET](http://ASP.NET), designed around Common Education Data Standards. Good if your programs are education-focused.

**Data collection + integration layer (open-source building blocks):**

- **[KoboToolbox](https://github.com/kobotoolbox)** — The gold standard for free field data collection (offline-capable, multi-language, complex form logic). Not a full M&E system by itself, but pairs with TolaData or DHIS2 for the results framework layer. Used by 32,000+ orgs.
- **[OpenFn Lightning](https://github.com/OpenFn/lightning)** — Workflow automation / data integration engine (Elixir/Phoenix). Connects KoboToolbox, CommCare, DHIS2, Salesforce, etc. into a unified pipeline. Certified Digital Public Good, fully open-source with no “community vs premium” split. Self-host with just PostgreSQL.
- **[DHIS2](https://github.com/dhis2)** — Originally health-focused but increasingly used for education, WASH, and general program monitoring. Handles aggregate + individual-level (Tracker) data, custom indicators, dashboards, and reporting. Heavyweight but extremely capable if you need national-scale reporting.

**Niche tools worth knowing:**

- **LogframeLab** — AI-assisted logframe builder that matches project descriptions to relevant indicators. Useful for proposal/design phase.
- **[ICARDA Theory of Change Tool](https://github.com/icarda-git/Theory-of-Change-Tool)** — Web app for designing causal linkage diagrams (outputs → outcomes → impact) with REST API backend.

**Recommended stack for a small-to-mid NGO starting from zero:** KoboToolbox (data collection) + TolaData (results framework & indicator tracking) — they have a [native integration](https://www.kobotoolbox.org/blog/streamlining-monitoring-and-evaluation-workflows-with-the-enhanced-toladata-kobotoolbox-integration) that auto-syncs submissions to indicator targets. If you need to connect more systems, add OpenFn Lightning as the glue layer.

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<div class="post-metadata">

**Author:** ![Wantok](https://onehack.st/user_avatar/onehack.st/wantok/32/24960_2.png) [@Wantok](https://onehack.st/u/Wantok)\
**Post date:** [February 12, 2026, 7:59pm UTC](https://onehack.st/t/ngo-mel-framework/318290/4 "2026-02-12T19:59:19Z")

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Hi @WhiteHat, awesome share comrade. Huge thanks for the compiling effot. Are you building some of the stated systems or have used them in previous work?