# Cohere — developer ecosystem report

> Own your AI. Empowering enterprises with private, powerful systems and builders with accessible, open-source models.

- GitHub org: `cohere-ai`
- Category: ai
- Overall score: 40.0 / 100
- Overall rank: #466
- Last refreshed: 2026-08-20

## Pillar scores

| Pillar | Score / 100 | Rank | Weight in overall |
| --- | --- | --- | --- |
| Code & Polish | 56.0 | #305 | ~22% |
| Education | 57.0 | #609 | ~18% |
| AI readiness | 33.0 | #430 | part of Reach |
| Builder experience | 0.0 | #1 | ~12% |
| Community | 46.0 | #230 | ~16% |
| Reach | 33.0 | #684 | ~18% |
| Momentum | 43.0 | #312 | ~14% |

## Links

- GitHub: https://github.com/cohere-ai
- Website: https://cohere.com
- Docs: https://docs.cohere.com

## Public GitHub totals

| Metric | Value |
| --- | --- |
| Repos analyzed | 12 |
| Stars | 6,565 |
| Forks | 1,075 |
| Open issues | 626 |
| Contributors | — |

## Top repositories

| Repo | Stars | Language | Description |
| --- | --- | --- | --- |
| [cohere-toolkit](https://github.com/cohere-ai/cohere-toolkit) | 3,178 | TypeScript | Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications. |
| [notebooks](https://github.com/cohere-ai/notebooks) | 505 | Jupyter Notebook | Code examples and jupyter notebooks for the Cohere Platform |
| [cohere-python](https://github.com/cohere-ai/cohere-python) | 395 | Python | Python Library for Accessing the Cohere API |
| [cohere-terrarium](https://github.com/cohere-ai/cohere-terrarium) | 312 | Python | A simple Python sandbox for helpful LLM data agents |
| [sandbox-topically](https://github.com/cohere-ai/sandbox-topically) | 221 | Jupyter Notebook | Topic modeling helpers using managed language models from Cohere. Name text clusters using large GPT models. |
| [BinaryVectorDB](https://github.com/cohere-ai/BinaryVectorDB) | 215 | Python | Efficient vector database for hundred millions of embeddings. |
| [DiskVectorIndex](https://github.com/cohere-ai/DiskVectorIndex) | 209 | Python | — |
| [magikarp](https://github.com/cohere-ai/magikarp) | 191 | Python | Code for the paper "Fishing for Magikarp" |
| [sandbox-conversant-lib](https://github.com/cohere-ai/sandbox-conversant-lib) | 174 | Python | Conversational AI tooling & personas built on Cohere's LLMs |
| [cohere-typescript](https://github.com/cohere-ai/cohere-typescript) | 171 | TypeScript | The Cohere TypeScript SDK |
| [quick-start-connectors](https://github.com/cohere-ai/quick-start-connectors) | 154 | Python | This open-source repository offers reference code for integrating workplace datastores with Cohere's LLMs, enabling deve |
| [sandbox-grounded-qa](https://github.com/cohere-ai/sandbox-grounded-qa) | 135 | Python | A sandbox repo for grounded question answering with Cohere and Google Search |

## Methodology

Scores are computed from public signals only (GitHub, package registries, docs sites, community platforms). Pillar definitions: https://www.smoower.com/docs.md

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