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api-evangelist

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Sixteen years of API research as MCP tools — stories, areas, governance blocks & services

v1.0.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality80good
Trust89of 100
Uptime, 30 days100%
Latency p50301 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "api-evangelist": {
      "type": "http",
      "url": "https://mcp.apievangelist.com/mcp"
    }
  }
}
claude mcp add --transport http api-evangelist https://mcp.apievangelist.com/mcp
[mcp_servers.api-evangelist]
url = "https://mcp.apievangelist.com/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "api-evangelist": {
      "type": "remote",
      "url": "https://mcp.apievangelist.com/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "api-evangelist": {
      "type": "http",
      "url": "https://mcp.apievangelist.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=api-evangelist&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbWNwLmFwaWV2YW5nZWxpc3QuY29tL21jcCJ9"
}
{
  "servers": {
    "api-evangelist": {
      "type": "http",
      "url": "https://mcp.apievangelist.com/mcp"
    }
  }
}
{
  "mcpServers": {
    "api-evangelist": {
      "httpUrl": "https://mcp.apievangelist.com/mcp"
    }
  }
}
extensions:
  "api-evangelist":
    enabled: true
    name: "api-evangelist"
    type: streamable_http
    uri: "https://mcp.apievangelist.com/mcp"
    timeout: 300

Quality 80 / 100good

protocol75 · weight 25
  • warn
    protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
  • n/a
    protocol.statelessonly applies to 2026-07-28 servers
  • pass
    protocol.transportstreamable HTTP
  • n/a
    protocol.list_ttlonly applies to 2026-07-28 servers
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations68 of 68 tools declare readOnlyHint or destructiveHint
  • warn
    tools.directory_hints1 of 68 tools declare all four hints; missing: get_feeds (destructiveHint, idempotentHint); get_service (destructiveHint, idempotentHint); get_area (destructiveHint, idempotentHint); …
  • warn
    tools.token_costabout 16,968 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes136 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

68 tools, about 16,968 tokens to load them all · tool set dfe204ea0ce8 · tools last changed 2026-10-20 · checked 2026-10-20 19:42 UTC

Tool changes

  • submit_api_evangelist_feedbackchangedannotations
  • generate_agent_descriptorchangedannotations
  • map_api_experiencechangedannotations
  • score_reusabilitychangedannotations
  • code_snippetschangedannotations
  • mock_payloadschangedannotations
  • apply_overlaychangedannotations
  • gate_agent_contextchangedannotations
  • forge_mcp_toolschangedannotations
  • audit_pipelinechangedannotations

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 89 / 100

provenance85
liveness100
freshness65
hygiene100

+repository +dns-namespace +website +reachable +uptime-100% ~updated-111d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://mcp.apievangelist.com/mcp streamable-httpnoneyes100%301 ms2025-06-182026-10-20

Tools (68)

api_coverageread-onlyMeasure 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 altitude up.
api_scorecardread-onlyScore 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 your own `ruleset` — a score against rules you never adopted means little.
apply_overlayread-onlyApply an OpenAPI Overlay to a document and report what each action matched. Use it for deprecation and migration choreography without forking the contract.
audit_pipelineread-onlyScore 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`.
certify_apiread-onlyIssue 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.
classify_api_fieldsread-onlyInventory the PII, secret, and sensitive fields an OpenAPI exposes, across parameters and request/response schemas. Run this before exposing an API to agents.
code_snippetsread-onlyGenerate runnable curl, JavaScript, and Python samples for every operation, with path params filled in and a realistic body.
company_dimensionsread-onlyPRO — 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 exactly typical. A raw dimension score is unreadable on its own; these are the columns that make it mean something.
company_gapsread-onlyA company's weakest investment dimensions — where it is thin. Pro.
company_peersread-onlyPRO — 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 which basis it used.
company_signalsread-onlyPRO — 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.
company_whitespaceread-onlyPRO — 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.
deprecation_postureread-onlyReport every deprecated operation and whether it actually announces a sunset. The ones that go quiet are the ones that break consumers.
diff_api_versionsread-onlyCompare two OpenAPI versions and classify every change as breaking, non-breaking, or an addition — at path, operation, parameter, request-body, and response granularity.
entity_demandread-onlyPRO — 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 down by industry. This is the prospecting query — "who should I be selling this to" — and it exists in no report, bundle or page. Returns BOTH the authoritative company count and the companies it can actually name, with the basis difference explained.
export_agent_rulesread-onlyTurn 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 authoring, not after linting.
find_areasread-onlyThe 77 focused topic areas of the network (agents, gateways, security, …), each a subsite with its own catalog.
find_building_blocksread-onlySearch the governance building blocks by type: guidance (177), rules (617), policies (283), standards (432), strategies (75), schema (11), properties (790), experiences (46), lifecycle (29).
find_company_insightsread-onlyBrowse profiled companies (Fortune 1000 + API providers) by name; ranked by technology-readiness signal. Free.
find_conversationsread-onlyAPI Evangelist Conversations — recorded discussions with API practitioners (guest, company, YouTube/SoundCloud links).
find_entitiesread-onlyBrowse 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 inversion: pick an entity here, then call entity_demand to see WHO.
find_measured_standardsread-onlyThe standards bodies API Evangelist has actually MEASURED — repositories, maturity, governance, coalition. Distinct from find_standards, which searches 613 catalog entries describing what a standard IS. Free.
find_papersread-onlyAPI Evangelist papers — single-PDF deep dives on one practice or topic, with outlines.
find_postsread-onlySearch or browse 5,100+ API Evangelist stories (2010–present); filter by year or tags.
find_relatedread-onlyGiven 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, areas, guidance, papers, conversations, and more.
find_servicesread-onlyThe 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. (For the third-party vendor registry, use find_solutions.)
find_solutionsread-onlyThe solutions registry — 740+ third-party API services and tools (gateways, portals, testing, monitoring, …) ranked by adoption across the companies API Evangelist tracks.
find_tagsread-onlyBrowse 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 Evangelist covers.
find_toolsread-onlyThe open-source tooling registry — 400+ tools in use across the companies API Evangelist tracks, each with adoption counts and technology-radar placement.
find_videosread-onlyThe API Evangelist video library — interviews and discussions from across the API space, searchable by transcript.
find_vocabularyread-onlyThe API vocabulary — thousands of resources, actions, personas, domains, schemas, and tags extracted from the API landscape. Filter by category.
forge_mcp_toolsread-onlyFrom an OpenAPI, forge an MCP server design, per-operation tools, Agent Skills, an enriched OpenAPI, a server.json, and apis.json properties.
gate_agent_contextread-onlyChoose 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_agent_descriptorread-onlyGenerate an API's llms.txt and an AGENTS.md consumption contract — base URL, auth, the operation table, deprecated operations to avoid, and usage rules.
get_arearead-onlyOne topic area with its related-area graph resolved — walk the network from here.
get_building_blockread-onlyOne building block by type + slug; include=["content"] returns the full body.
get_company_insightread-onlyFull demand-side profile for one company: 40-dimension readiness, adopted stack, per-quarter history. Pro.
get_contactread-onlyEvery way to reach API Evangelist — email, contact form, newsletter, GitHub, social channels, and postal mail.
get_conversationread-onlyOne conversation with guest detail and media links; include=["content"] returns the writeup.
get_feedsread-onlyThe static machine-readable feeds every network site publishes (JSON, APIs.json, zero-auth) — the no-key alternative to this API.
get_guidance_sectionread-onlyOne editorial guidance section as a list: history, technology, business, politics, governance, or evangelism — the six lenses API Evangelist organizes guidance through.
get_overviewread-onlySTART HERE. What the API Evangelist network offers: sixteen years of API research as searchable stories, 77 topic areas, governance building blocks (guidance, rules, policies, standards, strategies), papers, conversations, and the consulting services Kin Lane offers teams. Returns counts, entry points, and how to engage.
get_paperread-onlyOne paper with its full outline and purchase/landing URL.
get_postread-onlyOne story by slug (YYYY-MM-DD-slug); include=["content"] returns the full markdown body.
get_serviceread-onlyFull detail for one service offering by slug; include=["content"] inlines the full pitch.
get_solutionread-onlyOne solution from the vendor registry by slug, with its website and adoption count.
get_statsread-onlyPRO — catalog intelligence: per-type counts, stories-per-year, and the top tags by reach across the network.
get_tagread-onlyOne tag with its per-type counts and everything it labels across the whole network (stories, areas, guidance, papers, …). Filter with types.
get_timelineread-onlyOne 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 industrial history framing API infrastructure), people (the people who made compute and APIs possible).
get_toolread-onlyOne tool from the tooling registry by slug, with its website, adoption count, and radar ring.
get_videoread-onlyOne video by slug with its YouTube id; include=["content"] returns the full transcript.
governance_reportread-onlyTurn Spectral findings into a self-contained HTML governance report — severity summary, grouped by rule, framed toward progress.
govern_estateread-onlyPRO — 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, APIs with PII/secrets) and a worst-first punch-list of what to fix. Pass `apis` ([{id, document}]) and your own `ruleset`. detail:true adds per-API dimensions.
guide_topicread-onlyPRO — 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, and standards, relevant papers and recent stories, plus the API Evangelist services that can help a team with this topic.
insights_adoptionread-onlyServices, tools, or standards ranked by how many companies adopt them. Free.
insights_dimensionsread-onlyCross-section ranking of the 40 tracked investment dimensions (AI, cloud, governance, …) by company signal. Free.
map_api_experienceread-onlyMap 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.
mock_payloadsread-onlyGenerate an example request and success-response payload for every operation from its schema.
reconcile_waiversread-onlyReconcile 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 gate on.
score_reusabilityread-onlyScore how reusable a set of APIs is and detect duplication across them — the anti-sprawl view of an estate.
search_api_evangelistread-onlyUnified search across the whole network: 5k+ stories, 77 topic areas, 2.5k governance building blocks, papers, conversations, videos, tools, timelines, services, and vocabulary. Filter with types (posts, areas, guidance, rules, policies, standards, strategies, schema, properties, experiences, lifecycle, conversations, videos, papers, services, solutions, tools, timelines, vocabulary).
standard_adoptionread-onlyHow far a standards body actually got: repositories published, how many graduated past unclassified and the resulting share, release cadence, contributor count — with the provenance of every figure and an explicit list of what is NOT measured. Free, because a specification is a public good.
standard_coalitionread-onlyWho 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-readable source disagrees with the body's own published roster. Free.
standard_repositoriesread-onlyEvery repository a standards body publishes, with maturity, stars, forks, open issues and archived status. Free.
submit_api_evangelist_feedbackReport something wrong with a result: wrong data, a filter that did not filter, a ranking that put off-topic results first, a number you could not reproduce, or an answer that was useless for your task. Free, and the fastest way to get a defect fixed — the support sweep reads the log this lands in. Say what you expected as well as what you got.
validate_apiread-onlyLint 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 own instead of the catalog — which is what you should do before gating on anything.
validate_onboardingread-onlyValidate an API Onboarding Descriptor (AID) against the api-commons schema and report which optional sections it fills in.
verify_certificateread-onlyRe-verify a governance certificate against the API it attests to. If the API drifted or the certificate was forged, verification fails.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.apievangelist/api-evangelist",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://mcp.apievangelist.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/api-evangelist/apievangelist-aws",
    "source": "github"
  },
  "websiteUrl": "https://developer.apievangelist.com",
  "description": "Sixteen years of API research as MCP tools — stories, areas, governance blocks & services"
}