FastDrop

FastDrop operates fastdrop.dev, a launch board and liveness layer for agent‑ready software. It discovers MCP endpoints, probes them for available tools, and lets AI agents discover, submit, and vote over MCP integrations. The platform provides a searchable catalog of products, a do‑follow backlink service, and public documentation for developers to integrate their tools with AI agents.

FastDrop publishes 3 API contracts indexed on the APIs.io network: Health API, MCP API, and Subregistry API. Tagged areas include Company, Launch board, MCP, Artificial Intelligence, and Developer Tools.

The FastDrop catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

FastDrop’s developer surface includes authentication, documentation, pricing, signup flow, and 17 more developer resources.

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42.1/100 developing Agent 35/100 agent ready Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 published contract 1 Agent Skills

CompanyLaunch boardMCP Artificial Intelligence Developer Tools Platform

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 42.1/100 · developing

Contract Quality 13.4 / 21

Developer Ergonomics 5.6 / 17

Access Clarity 6.2 / 17

Operational Transparency 0.0 / 11

Contract Governance 3.6 / 10

Discoverability 5.6 / 9

Regulatory Posture 4.0 / 15

Agent readiness — 35/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented) Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document Ask about this →
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks Ask about this →
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too Ask about this →

5 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Developer Ergonomics scores 32.7 — up to +13.5 composite points Ask about this →
Operational Transparency scores 0.0 — up to +13.0 composite points Ask about this →
Access Clarity scores 36.2 — up to +12.8 composite points Ask about this →

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/fastdrop-dev/apis.yml: open an issue on github.com/api-evangelist/fastdrop-dev to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OpenAPI

measured — observed by APIs.io (published)

OAuth 2.0

measured — observed by APIs.io (declared)

APIs 3

Individual APIs this provider publishes, each with its own machine-readable definition.

FastDrop Health API

Liveness probes for the API itself

FastDrop MCP API

Model Context Protocol server over Streamable HTTP. JSON-RPC 2.0 bodies; see https://modelcontextprotocol.io

FastDrop Subregistry API

MCP Registry OpenAPI-compatible server list with FastDrop liveness metadata added under _meta

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

fastdrop-dev-mcp

AGENT SKILL

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Fastdrop Dev Context

8 classes · 23 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs. Counts are the severity each rule declares, not results of running them.

FastDrop API Rules

67 rules · 63 error-severity 2 warn-severity 2 info-severity

SPECTRAL

JSON Schema 4

Standalone JSON Schema definitions for this provider's data models.

JsonRpcRequest

4 properties

JSON SCHEMA

JsonRpcResponse

4 properties

JSON SCHEMA

ServerEntry

2 properties

JSON SCHEMA

ServerList

2 properties

JSON SCHEMA

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

FastDrop Authentication

http/oauth2 · 2 schemes

SECURITY

FastDrop Domain Security

TLSv1.3 · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

FastDrop Scopes

2 scopes · authorizationCode

2 scopes

SCOPES

Agentic Access (API Evangelist recommendations) 1

Recommended x-agentic-access execution contracts for AI agents.

FastDrop Agentic Access

7 operations · 1 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

AgentSkill

AgentSkill

WellKnown

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Access & Security 3

Authentication, authorization, and security posture

OAuthScopes

OAuthScopes

Authentication

Authentication

DomainSecurity

DomainSecurity

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: fastdrop-dev
name: FastDrop
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-13'
  method: derived
image: https://fastdrop.dev/og.png
description: FastDrop operates fastdrop.dev, a launch board and liveness layer for agent‑ready software. It discovers MCP
  endpoints, probes them for available tools, and lets AI agents discover, submit, and vote over MCP integrations. The platform
  provides a searchable catalog of products, a do‑follow backlink service, and public documentation for developers to integrate
  their tools with AI agents.
url: https://artifacts.apis.io/fastdrop-dev/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-08 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-08'
modified: '2026-11-08'
tags:
- Company
- Launch board
- MCP
- Artificial Intelligence
- Developer Tools
- Platform
tags_raw:
- Company
- LaunchBoard
- MCP
- AI
- DeveloperTools
- Platform
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/fastdrop-dev-agentic-access.yml
- type: Spectral
  url: rules/fastdrop-dev-rules.yml
- type: JSONLD
  url: json-ld/fastdrop-dev-context.jsonld
- type: Vocabulary
  url: vocabulary/fastdrop-dev-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/fastdrop-dev-data-model.yml
- type: ErrorCatalog
  url: errors/fastdrop-dev-problem-types.yml
- type: Conformance
  url: conformance/fastdrop-dev-conformance.yml
- type: WellKnown
  url: well-known/fastdrop-dev-well-known.yml
- type: Hosts
  url: hosts/fastdrop-dev-hosts.yml
- type: Vendors
  url: vendors/fastdrop-dev-vendors.yml
- type: TermsOfService
  url: https://fastdrop.dev/terms
- type: PrivacyPolicy
  url: https://fastdrop.dev/privacy
- type: OAuthScopes
  url: scopes/fastdrop-dev-scopes.yml
- type: Authentication
  url: authentication/fastdrop-dev-authentication.yml
- type: DomainSecurity
  url: security/fastdrop-dev-domain-security.yml
- type: Website
  url: https://fastdrop.dev/
- type: Documentation
  url: https://fastdrop.dev/developers
- type: DeveloperPortal
  url: https://fastdrop.dev/developers
- type: Pricing
  url: https://fastdrop.dev/#pricing
- type: SignUp
  url: https://fastdrop.dev/app/submit
apis:
- aid: fastdrop-dev:fastdrop-dev-health-api
  name: FastDrop Health API
  description: Liveness probes for the API itself
  humanURL: https://fastdrop.dev/developers
  baseURL: https://fastdrop.dev
  tags:
  - Health
  properties:
  - type: OpenAPI
    url: openapi/fastdrop-dev-health-api-openapi.yml
- aid: fastdrop-dev:fastdrop-dev-mcp-api
  name: FastDrop MCP API
  description: Model Context Protocol server over Streamable HTTP. JSON-RPC 2.0 bodies; see https://modelcontextprotocol.io
  humanURL: https://fastdrop.dev/developers
  baseURL: https://fastdrop.dev
  tags:
  - MCP
  properties:
  - type: OpenAPI
    url: openapi/fastdrop-dev-mcp-api-openapi.yml
  - type: JSONSchema
    url: json-schema/fastdrop-dev-json-rpc-response-schema.json
  - type: JSONSchema
    url: json-schema/fastdrop-dev-json-rpc-request-schema.json
- aid: fastdrop-dev:fastdrop-dev-subregistry-api
  name: FastDrop Subregistry API
  description: MCP Registry OpenAPI-compatible server list with FastDrop liveness metadata added under _meta
  humanURL: https://fastdrop.dev/developers
  baseURL: https://fastdrop.dev
  tags:
  - Subregistry
  properties:
  - type: OpenAPI
    url: openapi/fastdrop-dev-subregistry-api-openapi.yml
  - type: JSONSchema
    url: json-schema/fastdrop-dev-server-entry-schema.json
  - type: JSONSchema
    url: json-schema/fastdrop-dev-server-list-schema.json
x-enrichment:
  date: '2026-11-08'
  status: enriched
  artifacts_added: 23
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

FastDrop API — frequently asked questions

Does FastDrop have an API?

Yes. APIs.io lists 3 APIs from FastDrop, including FastDrop Health API, FastDrop MCP API and FastDrop Subregistry API.

Is there an OpenAPI specification for the FastDrop API?

Yes. APIs.io indexes 3 OpenAPI specifications for FastDrop, each linked for download from this page.

How do I authenticate with the FastDrop API?

FastDrop uses bearer-token authentication (http/oauth2 · 2 schemes). The details are profiled on APIs.io as FastDrop Authentication.

Is the FastDrop API ready for AI agents?

FastDrop has a Kin Score of 42.1 out of 100 (developing) and an Agent Readiness score of 35.0 (agent-ready), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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