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research:SKILL.mdmcp.jsonopenapi.yml

release sha256:ef79c964bedf…650 offers across 603 vendors1 changes

Software, on the record.

Know what you’re building on. Find startup credits, see how agents can use each service, and inspect the evidence behind the claims. For the software you build, Sourcey’s free, open-source docs engine turns specs, code and Markdown into searchable docs you can host yourself.

Build your docsExplore companiesGitHub

Building open-source infrastructure since 2010

Agent readiness report cards

See what an agent needs to get started, where it still needs you, and whether the job has actually been run. Each grade follows Sourcey's published rules.

Algolia Search API

Find a record by search

B+

To index a record and find it by search, the agent needs you to sign it up or register a client and provide a key or token.

  1. Discover Machine The vendor's machine-readable docs show the agent where and how to call this job.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Not applicable Nothing to pay for the job.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Machine The agent can renew and revoke its own access.
Probed

AWS Cloud

Create a storage bucket

B

To create a storage bucket, the agent needs you to point it to the interface, sign it up or register a client, provide a key or token and add a payment card. You also handle changes to its access.

  1. Discover Workaround · setup The documents checked don't give the agent enough information to find or call this job. You provide the missing details.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Workaround · setup You add a payment card at the vendor's checkout.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Workaround · setup You replace or revoke the agent's access when it needs to change.
Probed

Clerk Backend API

Create a user

B+

To create a user, the agent needs you to sign it up or register a client and provide a key or token. You also handle changes to its access.

  1. Discover Machine The vendor's machine-readable docs show the agent where and how to call this job.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Not applicable Nothing to pay for the job.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Workaround · setup You replace or revoke the agent's access when it needs to change.
Probed

DigitalOcean Managed Databases

Create a database deployment

B

To create a database deployment, the agent needs you to sign it up or register a client, provide a key or token and add a payment card. You also handle changes to its access.

  1. Discover Machine The vendor's machine-readable docs show the agent where and how to call this job.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Workaround · setup You add a payment card at the vendor's checkout.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Workaround · setup You replace or revoke the agent's access when it needs to change.
Probed

GitHub Enterprise Server 3.21

Create a repository

B

To create a repository, the agent needs you to sign it up or register a client, provide a key or token and add a payment card. You also handle changes to its access.

  1. Discover Machine The vendor's machine-readable docs show the agent where and how to call this job.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Workaround · setup You add a payment card at the vendor's checkout.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Workaround · setup You replace or revoke the agent's access when it needs to change.
Probed

HubSpot CRM API

Create a contact

B+

To create a contact, the agent needs you to sign it up or register a client and provide a key or token. You also handle changes to its access.

  1. Discover Machine The vendor's machine-readable docs show the agent where and how to call this job.
  2. Access Workaround · setup You give the agent a key or token.
  3. Onboard Workaround · setup You sign up or register a client for the agent.
  4. Pay Not applicable Nothing to pay for the job.
  5. Confirm Machine The response or specification defines errors the agent can distinguish from success.
  6. Sustain Workaround · setup You replace or revoke the agent's access when it needs to change.
Probed

State of Agent Readiness 2026 →Read the report cards →

Startup programs and credits

Find the offer behind the headline: what you get, who qualifies, and where to apply. Every record carries its evidence.

AWS

AWS Activate

Pre-Series B startups with an AWS Activate Provider Org ID can apply for up to $200,000 in AWS Activate credits.

Up to $200,000in AWS credits · nothing to pay

Hosting and infrastructureobserved

Atlassian

Atlassian for Startups

Eligible startups can get Atlassian Cloud products (including Premium editions of Jira, Confluence, Loom, Bitbucket, and more) for $0 for 12 months for up to 50 users.

$0 for 12 months for up to 50 users

Developer toolsobserved

Appwrite

Appwrite Startups Program

Eligible early-stage startups receive up to 80% discounts on Pro and Scale paid plans, Cloud credits, Appwrite Cloud Pro for 12 months, and priority support.

Up to 80% offat Appwrite · cost not confirmed

Hosting and infrastructureobserved

Clerk

Clerk Pro Startup Discount

Eligible early-stage startups can receive Clerk Pro features at a discount.

Discounted Clerk Pro features

Authentication and securityobserved

Amplitude

Startup Scholarship

Get one year of free access to the Amplitude Growth plan—including Analytics, Feature and Web Experimentation, Session Replay, and Activation—plus competitive discounts for life.

1 year free1 year free access to Amplitude Growth plan · cost not confirmed

Data and analyticsobserved

AssemblyAI

AssemblyAI Startup Program

Eligible early-stage startups receive 12 months of recurring free credits and discounted pricing on AssemblyAI models, along with co-marketing opportunities and feature access.

12 months of recurring free credits and discounted pricing

AI and machine learningobserved

State of Startup Credits 2026 →Explore startup credits →

Source of record

One release, signed

The records on this page come from the release below. Download the data for your own tools and credit Sourcey when you use it.

Release
sha256:ef79c964bedf1f6fd5d0c5fb57e5a4b524905e2fc58f375db7c7e6b4485d1016
Policy as of
5 Oct 2026
Licence
CC BY 4.0
Engine
Provenry, the facts and provenance engine
companies.json
Company identity and current assets.
startup-credits.json
Startup programs, offers and governing policies.
agent-readiness.json
Public report cards and their explicit Offer links.
changes.ndjson
Every material change, append-only.
MCP server
The record as live tools for agents, hosted.
openapi.yml
The exact shape of the API, versioned.

MethodologyPoliciesChangesFind your companyOpen source on GitHub