# All Products

Showing 169–192 of 376 products. Page 8 of 16.
Sort: score.

Filter options: [Capability](#capability) · [Job to be done](#job-to-be-done) · [AI-native tier](#ai-native-tier) · [Billing model](#billing-model) · [Integrations](#integrations) · [Task completion](#filter-by-documented-task-completion).

The AI-native score listed for each product rates how ready it is for agents to use, from 0 to 100. A high score is not a substitute for your own security or vendor-risk review. See [how scoring works](/methodology/).
Each row also lists Free plan. Yes means the product has an active offer with a free pricing option, alongside any paid plans. Unknown means no free offer is recorded, which is not a confirmed no — filter with `free_plan=true` and add `expand=offers` to read the terms, quotas, and eligibility.

[Previous page](/products.md?page=7)
[Next page](/products.md?page=9)

- [Baseten Inference](/organizations/baseten/products/baseten-inference/) by [Baseten](/organizations/baseten/) — Platform for deploying and serving open-source and custom AI models, with developer documentation at docs.baseten.co.
  - Categories: [AI Inference / Model Serving](/categories/ai-inference-model-serving/), [ML Model Hosting / Deployment](/categories/ml-model-hosting-deployment/), [MLOps / Model Deployment](/categories/mlops-model-deployment/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Modal](/organizations/modal/products/modal/) by [Modal](/organizations/modal/) — Serverless platform for running Python code, GPU-backed AI/ML inference, training, and batch jobs with per-second billing.
  - Categories: [GPU Cloud](/categories/gpu-cloud/) (primary), [AI Infrastructure](/categories/ai-infrastructure/), [Developer Platform](/categories/developer-platform/), [Edge / Serverless Compute](/categories/edge-serverless-compute/), [MLOps / Model Deployment](/categories/mlops-model-deployment/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Voyage Embeddings](/organizations/voyage-ai/products/voyage-embeddings/) by [Voyage AI](/organizations/voyage-ai/) — Text and multimodal embedding and reranking models for high-precision search and retrieval in RAG pipelines.
  - Categories: [Semantic Search / RAG](/categories/semantic-search-rag/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [G2](/organizations/g2/products/g2/) by [G2](/organizations/g2/) — Software marketplace for discovering business applications, reading user reviews, and comparing products.
  - Categories: [Software discovery and comparison](/categories/software-discovery-comparison/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Mindee](/organizations/mindee/products/mindee/) by [Mindee](/organizations/mindee/) — API platform for extracting structured data from documents such as invoices and receipts.
  - Categories: [Document AI & Extraction](/categories/document-ai-extraction/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Convex](/organizations/convex/products/convex/) by [Convex](/organizations/convex/) — Backend platform providing a reactive database, server functions, and client libraries for application developers.
  - Categories: [Backend-as-a-Service (BaaS)](/categories/backend-as-a-service-baas/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Dagster](/organizations/prefect/products/dagster/) by [Prefect](/organizations/prefect/) — Open-source data pipeline orchestrator for developing and maintaining data assets. Assets are declared as Python functions, with lineage and observability for their execution.
  - Categories: None recorded
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Lunch Money](/organizations/lunchbag-labs/products/lunch-money/) by [Lunchbag Labs, Inc.](/organizations/lunchbag-labs/) — Personal finance software for tracking spending and budgets.
  - Categories: [Personal budgeting](/categories/personal-budgeting/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Airbyte](/organizations/airbyte/products/airbyte/) by [Airbyte](/organizations/airbyte/) — Airbyte replicates data from hundreds of sources into warehouses, lakes, and databases using connectors, and can move data into operational tools.
  - Categories: None recorded
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [DeepL API](/organizations/deepl/products/deepl-api/) by [DeepL](/organizations/deepl/) — Neural machine translation API for translating text and documents across languages.
  - Categories: [Translation & Localization](/categories/translation-localization/)
  - AI-native score: Unrated (35/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Dropcontact](/organizations/dropcontact/products/dropcontact/) by [Dropcontact](/organizations/dropcontact/) — Find and verify business email addresses through Dropcontact's contact enrichment API.
  - Categories: [Email Finder](/categories/email-finder/), [Email Verification](/categories/email-verification/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Lakera Guard](/organizations/lakera/products/lakera-guard/) by [Lakera](/organizations/lakera/) — Runtime security guardrails that protect LLM applications from prompt injection and other threats.
  - Categories: [LLM Security & Guardrails](/categories/llm-security-guardrails/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Nomic Atlas](/organizations/nomic/products/nomic-atlas/) by [Nomic](/organizations/nomic/) — Platform for generating text embeddings and exploring, structuring, and visualizing large unstructured datasets.
  - Categories: [Semantic Search / RAG](/categories/semantic-search-rag/)
  - AI-native score: Unrated (35/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Together Inference](/organizations/together-ai/products/together-inference/) by [Together AI](/organizations/together-ai/) — Together AI product, documented at docs.together.ai.
  - Categories: [AI Inference / Model Serving](/categories/ai-inference-model-serving/)
  - AI-native score: Unrated (27/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Typesense](/organizations/typesense/products/typesense/) by [Typesense](/organizations/typesense/) — Open-source search engine with typo-tolerant, vector and semantic search through a REST API.
  - Categories: [Search](/categories/search/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [AfterShip Tracking](/organizations/aftership/products/aftership-tracking/) by [AfterShip](/organizations/aftership/) — AfterShip Tracking tracks package delivery status across carriers.
  - Categories: [Package tracking](/categories/package-tracking/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Azure Speech](/organizations/microsoft/products/azure-speech/) by [Microsoft](/organizations/microsoft/) — Speech service supporting text-to-speech synthesis.
  - Categories: [AI Voice / Text-to-Speech (TTS)](/categories/ai-voice-text-to-speech-tts/)
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Azure Translator](/organizations/microsoft/products/azure-translator/) by [Microsoft](/organizations/microsoft/) — Service for translating text and documents.
  - Categories: [Translation & Localization](/categories/translation-localization/)
  - AI-native score: Unrated (19/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Letta](/organizations/letta/products/letta/) by [Letta](/organizations/letta/) — Build stateful AI agents with persistent memory.
  - Categories: [AI Agent Memory](/categories/ai-agent-memory/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Nylas Email API](/organizations/nylas/products/nylas-email-api/) by [Nylas](/organizations/nylas/) — Unified email integration API that connects to any inbox provider, enabling applications and AI agents to read, send, and manage email without maintaining per-provider integrations.
  - Categories: [Email/Phone/iMessage for Agents](/categories/emailphoneimessage-for-agents/)
  - AI-native score: Unrated (27/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [OSV API](/organizations/google/products/osv-api/) by [Google](/organizations/google/) — Google-led open source vulnerability database and REST API for querying known security vulnerabilities in open source packages. Supports querying by package version or commit hash across more than …
  - Categories: [Software Package Intelligence](/categories/software-package-intelligence/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Unknown
  - Documented task completion: Not yet assessed.
- [Rollbar](/organizations/rollbar/products/rollbar/) by [Rollbar](/organizations/rollbar/) — Rollbar monitors application errors. Its MCP server runs locally over stdio and can retrieve error details.
  - Categories: [Error Monitoring](/categories/error-monitoring/)
  - AI-native score: Unrated (35/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Agent.reviews](/organizations/armature/products/agent-reviews/) by [Armature](/organizations/armature/) — Software directory with reviews written by coding agents to help compare developer tools.
  - Categories: [Software discovery and comparison](/categories/software-discovery-comparison/)
  - AI-native score: Unrated (38/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.
- [Better Stack](/organizations/better-stack/products/better-stack/) by [Better Stack](/organizations/better-stack/) — Better Stack is an on-call and incident response platform with monitoring, status pages, infrastructure monitoring, log management, and distributed tracing.
  - Categories: None recorded
  - AI-native score: Unrated (23/100 researched)
  - Free plan: Yes
  - Documented task completion: Not yet assessed.

## Filter reference

Parameters apply to this page and the JSON product API. Repeat a multi-value parameter to match any selected value. Different filters must all match. Filter links preserve other active parameters and reset pagination.

### Capability

`capability_slug` accepts capability slugs from the [capability catalog (JSON)](/api/v1/catalog/capabilities/). This catalog lists what products can do.

### Job to be done

`job_to_be_done_slug` accepts job slugs from the [job catalog (JSON)](/api/v1/catalog/jobs-to-be-done/), including jobs without completion assessments. Free-text search uses `search`, for example [search for web search](?search=web+search).

### AI-native tier

`tier` accepts [S](?tier=S), [A](?tier=A), [B](?tier=B), [C](?tier=C), [D](?tier=D), or [Unrated](?tier=Unrated). A tier rates general agent readiness. Check the selected job's assessment for task completion.

### Billing model

`billing_model` accepts slugs from the [billing model catalog (JSON)](/api/v1/catalog/billing-models/). It filters by charging structure. Offer terms determine the cost of a workload.

Related plan filters: [Free plan](?free_plan=true) (`free_plan=true`) and [Pay-as-you-go](?pay_go=true) (`pay_go=true`).

### Integrations

Boolean filters accept `true` or `false`: `has_mcp`, `has_a2a`, `has_cli`, `has_api_spec`, and `has_sdk`. For example, [products with an API specification and SDK](?has_api_spec=true&has_sdk=true).

## Filter by documented task completion

These filters narrow results by whether an agent can finish the job, its route, delegation support, and required human steps. All completion facets match one assessed job and route. Use `job_to_be_done_slug` to choose a job. The list below contains only jobs with documented assessments.

- Completion support (`completion_support`): [Documented complete](?completion_support=documented_complete) (`documented_complete`), [Documented partial](?completion_support=documented_partial) (`documented_partial`)

- Completion route (`route_kind`): [API](?route_kind=api) (`api`), [MCP server](?route_kind=mcp) (`mcp`), [A2A server](?route_kind=a2a) (`a2a`), [Command-line interface](?route_kind=cli) (`cli`), [SDK / developer kit](?route_kind=sdk) (`sdk`), [WebMCP](?route_kind=webmcp) (`webmcp`), [Agent skill](?route_kind=agent_skill) (`agent_skill`), [Native connector](?route_kind=native_connector) (`native_connector`), [Web UI (browser/computer use)](?route_kind=web) (`web`), [Documented route without a published spec](?route_kind=prose) (`prose`)

- Acting on behalf of a user (`on_behalf_of`): [Supported](?on_behalf_of=supported) (`supported`), [Conditional](?on_behalf_of=conditional) (`conditional`), [Prohibited](?on_behalf_of=prohibited) (`prohibited`)

- Per-task human step (`execution_human_requirement`): [None](?execution_human_requirement=none) (`none`), [Required](?execution_human_requirement=required) (`required`), [Conditional](?execution_human_requirement=conditional) (`conditional`)

Jobs with documented assessments:
- [Accept online payments](?job_to_be_done_slug=accept-online-payments) (`accept-online-payments`)
- [Add authentication to an app](?job_to_be_done_slug=add-authentication-to-app) (`add-authentication-to-app`)
- [Automate a browser workflow](?job_to_be_done_slug=automate-browser-workflow) (`automate-browser-workflow`)
- [Automate household devices](?job_to_be_done_slug=automate-household-devices) (`automate-household-devices`)
- [Build AI agents](?job_to_be_done_slug=build-ai-agents) (`build-ai-agents`)
- [Capture and complete personal tasks](?job_to_be_done_slug=capture-and-complete-personal-tasks) (`capture-and-complete-personal-tasks`)
- [Check weather for an outing or trip](?job_to_be_done_slug=check-weather-for-outing-or-trip) (`check-weather-for-outing-or-trip`)
- [Compare flight options](?job_to_be_done_slug=compare-flight-options) (`compare-flight-options`)
- [Compare marketing channel performance](?job_to_be_done_slug=compare-marketing-channel-performance) (`compare-marketing-channel-performance`)
- [Create Agent Email Inbox](?job_to_be_done_slug=create-agent-email-inbox) (`create-agent-email-inbox`)
- [Create UGC video ads](?job_to_be_done_slug=create-ugc-video-ads) (`create-ugc-video-ads`)
- [Create and send invoices](?job_to_be_done_slug=create-and-send-invoices) (`create-and-send-invoices`)
- [Deploy an application to the cloud](?job_to_be_done_slug=deploy-application-to-cloud) (`deploy-application-to-cloud`)
- [Enrich B2B contact records](?job_to_be_done_slug=enrich-b2b-contact-records) (`enrich-b2b-contact-records`)
- [Extract data from websites](?job_to_be_done_slug=extract-data-from-websites) (`extract-data-from-websites`)
- [Find a person's business email address](?job_to_be_done_slug=find-business-email-address) (`find-business-email-address`)
- [Find and compare hotels](?job_to_be_done_slug=find-and-compare-hotels) (`find-and-compare-hotels`)
- [Generate a logo or brand image](?job_to_be_done_slug=generate-brand-image) (`generate-brand-image`)
- [Manage a household budget](?job_to_be_done_slug=manage-household-budget) (`manage-household-budget`)
- [Manage a sales pipeline](?job_to_be_done_slug=manage-sales-pipeline) (`manage-sales-pipeline`)
- [Manage advertising campaigns programmatically](?job_to_be_done_slug=manage-advertising-campaigns-programmatically) (`manage-advertising-campaigns-programmatically`)
- [Manage customer support](?job_to_be_done_slug=manage-customer-support) (`manage-customer-support`)
- [Manage project work](?job_to_be_done_slug=manage-project-work) (`manage-project-work`)
- [Plan a local journey](?job_to_be_done_slug=plan-a-local-journey) (`plan-a-local-journey`)
- [Plan meals with nutrition information](?job_to_be_done_slug=plan-meals-with-nutrition-information) (`plan-meals-with-nutrition-information`)
- [Research a topic in depth](?job_to_be_done_slug=research-a-topic-in-depth) (`research-a-topic-in-depth`)
- [Research website traffic](?job_to_be_done_slug=research-website-traffic) (`research-website-traffic`)
- [Reserve a restaurant table](?job_to_be_done_slug=reserve-restaurant-table) (`reserve-restaurant-table`)
- [Retain agent memory across sessions](?job_to_be_done_slug=retain-agent-memory) (`retain-agent-memory`)
- [Review business financial reports](?job_to_be_done_slug=review-business-financial-reports) (`review-business-financial-reports`)
- [Route requests across language models](?job_to_be_done_slug=route-llm-requests) (`route-llm-requests`)
- [Schedule meetings](?job_to_be_done_slug=schedule-meetings) (`schedule-meetings`)
- [Search the web](?job_to_be_done_slug=search-web) (`search-web`)
- [Send SMS programmatically](?job_to_be_done_slug=send-sms-programmatically) (`send-sms-programmatically`)
- [Send transactional email](?job_to_be_done_slug=send-transactional-email) (`send-transactional-email`)
- [Synthesize speech from text](?job_to_be_done_slug=synthesize-speech-from-text) (`synthesize-speech-from-text`)

---
Agents: install the `open-agent-guide` skill or register the MCP server at `/mcp` to keep this catalog on hand across sessions. Sign up at `/api/v1/users/signup/` to raise your rate limits and unlock catalog corrections, product following, and decision callbacks.

Content licensed under [CC BY-SA 4.0](https://creativecommons.org/licenses/by-sa/4.0/).