MCP servercom.apievangelist/api-evangelist

Measure how much of an API description your governance actually inspects — coverage by section, each rule's reach, and the rules that match nothing. Like test coverage, one altitud

Score an API's maturity 0-100 with a letter grade across design, governance coverage, documentation, and (from an apis.json) discoverability, agent-readiness, and operations. Pass

Apply an OpenAPI Overlay to a document and report what each action matched. Use it for deprecation and migration choreography without forking the contract.

Score a repository's Spectral CI setup against an 8-point maturity rubric and return a prioritized punch-list. Pass a public `repo` ("owner/name") or `files`.

Issue a tamper-evident governance certificate attesting an API passed a named ruleset at a profile threshold. A SHA-256 fingerprint lets anyone re-verify it.

Inventory the PII, secret, and sensitive fields an OpenAPI exposes, across parameters and request/response schemas. Run this before exposing an API to agents.

Generate runnable curl, JavaScript, and Python samples for every operation, with path params filled in and a realistic body.

PRO — a company's investment dimensions, each read AGAINST the measured cohort: the cohort median, mean and max, this company's rank and percentile, and an index where 1.0 is exact

A company's weakest investment dimensions — where it is thin. Pro.

PRO — the companies most comparable to this one (same sub-sector where the data supports it, same industry otherwise), each with signal totals and top dimensions. The response says

PRO — the company's adopted stack entity by entity (services, tools, standards), each with how many companies across the cohort carry it and its radar ring.

PRO — what this company's peers run that it does not, ranked by how many peers carry it. The opening list for a vendor selling into the account.

Report every deprecated operation and whether it actually announces a sunset. The ones that go quiet are the ones that break consumers.

Compare two OpenAPI versions and classify every change as breaking, non-breaking, or an addition — at path, operation, parameter, request-body, and response granularity.

PRO — THE INVERSION. Every other insights tool runs company -> stack; this one runs stack -> companies: which companies show demand for a given service, tool or standard, broken do

Turn a governance ruleset into agent-native guidance — an AGENTS.md block, a system-prompt set, a per-rule remediation pack, and a digest — so agents follow the rules while authori

The 77 focused topic areas of the network (agents, gateways, security, …), each a subsite with its own catalog.

Search the governance building blocks by type: guidance (177), rules (617), policies (283), standards (432), strategies (75), schema (11), properties (790), experiences (46), lifec

Browse profiled companies (Fortune 1000 + API providers) by name; ranked by technology-readiness signal. Free.

API Evangelist Conversations — recorded discussions with API practitioners (guest, company, YouTube/SoundCloud links).

Browse the demand-side entity catalog — every service, tool and standard companies are measured against, ranked by how many carry it. Free. This is the left-hand side of the invers

The standards bodies API Evangelist has actually MEASURED — repositories, maturity, governance, coalition. Distinct from find_standards, which searches 613 catalog entries describi

API Evangelist papers — single-PDF deep dives on one practice or topic, with outlines.

Search or browse 5,100+ API Evangelist stories (2010–present); filter by year or tags.

Given any doc (type + slug), the most related content across the whole network, ranked by shared-tag relevance (rare, specific tags weigh most). "More like this," across stories, a

The services API Evangelist offers teams and customers — API strategy, governance, discovery, and evangelism engagements by Kin Lane. The front door to working with API Evangelist.

The solutions registry — 740+ third-party API services and tools (gateways, portals, testing, monitoring, …) ranked by adoption across the companies API Evangelist tracks.

Browse and rank the network tag taxonomy — every subject tag across 16k+ docs, by frequency or breadth (how many content types use it). Search with q. The map of what API Evangelis

The open-source tooling registry — 400+ tools in use across the companies API Evangelist tracks, each with adoption counts and technology-radar placement.

The API Evangelist video library — interviews and discussions from across the API space, searchable by transcript.

The API vocabulary — thousands of resources, actions, personas, domains, schemas, and tags extracted from the API landscape. Filter by category.

From an OpenAPI, forge an MCP server design, per-operation tools, Agent Skills, an enriched OpenAPI, a server.json, and apis.json properties.

Choose which operations and fields an API exposes to agents and emit a governed Tyk OpenAPI, an MCP tool manifest, and a Spectral ruleset with PII and secret checks.

Generate an API's llms.txt and an AGENTS.md consumption contract — base URL, auth, the operation table, deprecated operations to avoid, and usage rules.

One topic area with its related-area graph resolved — walk the network from here.

One building block by type + slug; include=["content"] returns the full body.

Full demand-side profile for one company: 40-dimension readiness, adopted stack, per-quarter history. Pro.

Every way to reach API Evangelist — email, contact form, newsletter, GitHub, social channels, and postal mail.

One conversation with guest detail and media links; include=["content"] returns the writeup.

The static machine-readable feeds every network site publishes (JSON, APIs.json, zero-auth) — the no-key alternative to this API.

One editorial guidance section as a list: history, technology, business, politics, governance, or evangelism — the six lenses API Evangelist organizes guidance through.

START HERE. What the API Evangelist network offers: sixteen years of API research as searchable stories, 77 topic areas, governance building blocks (guidance, rules, policies, stan

One paper with its full outline and purchase/landing URL.

One story by slug (YYYY-MM-DD-slug); include=["content"] returns the full markdown body.

Full detail for one service offering by slug; include=["content"] inlines the full pitch.

One solution from the vendor registry by slug, with its website and adoption count.

PRO — catalog intelligence: per-type counts, stories-per-year, and the top tags by reach across the network.

One tag with its per-type counts and everything it labels across the whole network (stories, areas, guidance, papers, …). Filter with types.

One of the four research timelines in chronological order: api (the moments that shaped web APIs), resources (which digital resources became APIs and when), industries (the industr

One tool from the tooling registry by slug, with its website, adoption count, and radar ring.

One video by slug with its YouTube id; include=["content"] returns the full transcript.

PRO — Run the core governance checks across a WHOLE SET of internal APIs and roll them up: per-API score/grade/errors/PII, plus estate aggregates (avg score, grade distribution, AP

Turn Spectral findings into a self-contained HTML governance report — severity summary, grouped by rule, framed toward progress.

PRO — Curated guide to one API topic (e.g. "gateways", "api governance", "discovery", "agents"). Bundles the matching topic area (with related areas), top guidance, rules, policies

Services, tools, or standards ranked by how many companies adopt them. Free.

Cross-section ranking of the 40 tracked investment dimensions (AI, cloud, governance, …) by company signal. Free.

Map each REST operation to its MCP tool and Agent Skill — the API -> MCP -> Agent-Skill chain — from an APIs.json, with a free/paid coverage scorecard and a flow map.

Generate an example request and success-response payload for every operation from its schema.

Reconcile a waivers file against lint output: suppress sanctioned violations and surface the expired, stale, and expiring ones. Returns the effective failing set a build should gat

Score how reusable a set of APIs is and detect duplication across them — the anti-sprawl view of an estate.

Unified search across the whole network: 5k+ stories, 77 topic areas, 2.5k governance building blocks, papers, conversations, videos, tools, timelines, services, and vocabulary. Fi

How far a standards body actually got: repositories published, how many graduated past unclassified and the resulting share, release cadence, contributor count — with the provenanc

Who is actually behind a standard: the governing bodies and their membership, the working groups, the member companies, and the named people. Carries the caveats where our machine-

Every repository a standards body publishes, with maturity, stars, forks, open issues and archived status. Free.

Lint an OpenAPI, AsyncAPI, Arazzo, or JSON Schema document against the curated best-of-breed ruleset (Spectral) and return the findings. Pass your own `ruleset` to run rules you ow

Validate an API Onboarding Descriptor (AID) against the api-commons schema and report which optional sections it fills in.

Re-verify a governance certificate against the API it attests to. If the API drifted or the certificate was forged, verification fails.