Frisian MCP

Frisian MCP provides a context‑aware MCP (Multi‑Component Platform) solution that solves token bloat on the server side. It offers progressive discovery, paginated reads, and lean write responses, turning existing REST APIs into efficient MCP servers without excessive token overhead. The platform includes SDKs for Python and NPM, and is live on PyPI and npm for developers.

Frisian MCP is listed with 1 API on the APIs.io network. Tagged areas include MCP, Context-Aware, Token Bloat, and SDK.

The Frisian MCP catalog on APIs.io includes 1 Spectral governance ruleset.

Frisian MCP’s developer surface includes changelog, documentation, API reference, getting-started guide, and 10 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

17.9/100 emerging Agent 15/100 agent aware Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 API

MCPContext-AwareToken BloatSDK

Kin Score

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

Composite quality — 17.9/100 · emerging

Contract Quality 2.0 / 21

Developer Ergonomics 6.1 / 17

Access Clarity 0.0 / 17

Operational Transparency 2.1 / 11

Contract Governance 2.2 / 10

Discoverability 4.1 / 9

Regulatory Posture 0.7 / 15

Agent readiness — 15/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 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 0 / 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 →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey) 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 →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0 Ask about this →

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 9.4 — up to +22.7 composite points Ask about this →
Access Clarity scores 0.0 — up to +20.0 composite points Ask about this →
Developer Ergonomics scores 35.7 — up to +12.9 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/frisian-mcp-com/apis.yml: open an issue on github.com/api-evangelist/frisian-mcp-com 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 →

APIs 1

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

Frisian MCP API

Frisian MCP API as documented publicly: 2 operations. Contract generated from the documentation by API Evangelist (2026-11-08); not the provider's own document.

Spectral Rules 1

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

Frisian MCP API Rules

21 rules · 19 error-severity 1 warn-severity 1 info-severity

SPECTRAL

Security Posture 1

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

Frisian MCP Domain Security

TLSv1.3

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Vocabulary

Vocabulary

Conformance

Conformance

Build 3

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

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: frisian-mcp-com
name: Frisian MCP
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: unreadable
  source:
  - security
  generated: '2026-11-13'
  method: derived
image: https://frisian-mcp.com/frisian_flag.png
description: Frisian MCP provides a context‑aware MCP (Multi‑Component Platform) solution that solves token bloat on the server
  side. It offers progressive discovery, paginated reads, and lean write responses, turning existing REST APIs into efficient
  MCP servers without excessive token overhead. The platform includes SDKs for Python and NPM, and is live on PyPI and npm
  for developers.
url: https://artifacts.apis.io/frisian-mcp-com/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:
- MCP
- Context-Aware
- Token Bloat
- SDK
tags_raw:
- API
- MCP
- Context-Aware
- Token Bloat
- SDK
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/frisian-mcp-com-rules.yml
- type: Vocabulary
  url: vocabulary/frisian-mcp-com-vocabulary.yml
- type: Conformance
  url: conformance/frisian-mcp-com-conformance.yml
- type: Hosts
  url: hosts/frisian-mcp-com-hosts.yml
- type: Vendors
  url: vendors/frisian-mcp-com-vendors.yml
- type: SDKs
  url: packages/frisian-mcp-com-packages.yml
- type: Packages
  url: packages/frisian-mcp-com-packages.yml
- type: ChangeLog
  url: https://frisian-mcp.com/tech/changelog
- type: DomainSecurity
  url: security/frisian-mcp-com-domain-security.yml
- type: Website
  url: https://frisian-mcp.com/
- type: Documentation
  url: https://frisian-mcp.com/docs/python/v1.1/getting-started
- type: APIReference
  url: https://frisian-mcp.com/docs/python/v1.1/getting-started
- type: GettingStarted
  url: https://frisian-mcp.com/docs/python/v1.1/getting-started
- type: GitHubOrganization
  url: https://github.com/Frisian-MCP
apis:
- aid: frisian-mcp-com:frisian-mcp-com-api
  name: Frisian MCP API
  description: 'Frisian MCP API as documented publicly: 2 operations. Contract generated from the documentation by API Evangelist
    (2026-11-08); not the provider''s own document.'
  humanURL: https://frisian-mcp.com/docs/python/v1.1/q-and-a
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/frisian-mcp-com-openapi-generated.yml
    x-provenance: generated
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Provider documentation pages are public HTML but no OpenAPI, AsyncAPI, GraphQL, or other machine‑readable contract
    was found.
  evidence:
  - url: https://frisian-mcp.com/docs/python/v1.1/getting-started
    status: 200
  checked: '2026-11-08'
x-enrichment:
  date: '2026-11-08'
  status: enriched
  artifacts_added: 13
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Frisian MCP API — frequently asked questions

Does Frisian MCP have an API?

Yes. APIs.io lists 1 API from Frisian MCP, including Frisian MCP API.

Is there an OpenAPI specification for the Frisian MCP API?

Yes. APIs.io indexes 1 OpenAPI specification for Frisian MCP, each linked for download from this page.

Is the Frisian MCP API ready for AI agents?

Frisian MCP has a Kin Score of 17.9 out of 100 (emerging) and an Agent Readiness score of 14.8 (agent-aware), 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

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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.
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