io.apis/apis-io
repo:https://github.com/api-search/apis-io-aws
Read-only MCP server over the APIs.io catalog — discover APIs, providers, tags & artifacts.
- transport:
- remote
- credential class:
- open
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- add_to_listshallow
PRO — Add providers/APIs (by slug or aid) to one of your lists.
- agent_readiness_dimensionsshallow
PRO — diffusion: for each agent-readiness dimension, how many scored providers satisfy it, out of how many, as a share. The denominator every "the agent web is/is not here yet" claim needs and almost never has.
- apis_io_searchshallow
START HERE. Federated overview of the APIs.io catalog for a query: the top matching APIs, providers, AND tags in one call, each with its total match count. Filter by tags, artifact types, industry, region, rating band. `limit` is per section. To page/sort the full list of ONE type, use find_apis / find_providers / find_tags; for one entity, get_api / get_provider.
- check_statusshallow
FREE — the status of a check request by id: queued, in_review, running, done, rejected or needs_info, with any notes shared by the reviewer. The id is the capability, so no key is needed to read your own request back.
- cohort_capabilitiesshallow
PRO — what every member of a cohort actually publishes: artifact counts by type plus the agent-readiness dimensions each one satisfies. The capability matrix behind a market report. Large cohorts come back in byte-budgeted chunks: while `complete` is false, call again with `cursor` set to `next_cursor`; the last page has `complete: true` and a null `next_cursor`.
- cohort_rankingsshallow
PRO — the leaderboard for a market, on TWO axes: rank by Kin Score composite AND rank by agent readiness. The two orders differ, and the gap between a provider's two ranks is usually the story.
- cohort_scoresshallow
PRO — facet-level scores for every member of a cohort, each with the cohort average and the delta against it. A 60 in governance means nothing until you know the market sits at 45; this is the endpoint that says so.
- cohort_statsshallow
PRO — the DISTRIBUTION for a whole market: Kin Score mean/median/min/max/stdev, agent-readiness spread, band split, per-facet averages, and artifact adoption rates. This is the market-stats sheet from a Trend Report, computed live. Always carries a `coverage` block saying how much of the roster is actually scored.
- company_gapsshallow
A company's weakest investment dimensions — where it is thin and a vendor could sell in. Pro.
- compare_cohortsshallow
PRO — two markets side by side on one rubric: "is US payments further along than UK banking?" Returns both distributions plus the deltas on score, agent readiness, every facet and every adoption rate. A question a written report cannot answer, because a report only ever covers one market.
- compare_providersshallow
PRO — Compare 2+ providers side by side: composite/band, per-facet leaders, and an artifact-coverage matrix.
- create_listshallow
PRO — Create a named, persistent list (a shortlist / stack you own) of providers or APIs. Requires an apis.io API key.
- delete_listshallow
PRO — Delete a list you own.
- delete_saved_searchshallow
PRO — Delete a saved search you own.
- enrich_providershallow
One call, pick your field groups — resolves a slug OR any identifier and returns exactly the groups you ask for, instead of chaining get_provider + get_provider_rating + get_provider_artifacts + get_provider_onboarding. Groups: profile, onboarding, artifacts (free); rating, insights (Pro). Free base.
- export_datasetshallow
BUSINESS/license tier — the WHOLE dataset, not a 100-row page: `ratings` (every rated provider with facets, trend, rubric + provenance) or `providers` (the catalog with coverage + score). For media outlets and analysts licensing the data to publish rankings and trends. Both datasets exceed one response, so they arrive in a handful of byte-budgeted chunks: while `complete` is false, call again with `cursor` set to `next_cursor` and concatenate `data`; the last page has `complete: true` and a null `next_cursor`. Attribute to apis.io and cite the rubric.
- export_stackshallow
PRO — Export a designed capability stack as an adoptable APIs.json document (with an Arazzo hint) the team can commit.
- find_agent_readinessshallow
PRO — the agent-readiness leaderboard across the whole catalog. Rank providers by agent readiness, and filter to those that DO satisfy (has) or do NOT satisfy (missing) specific dimensions — e.g. has="mcp_server,protected_resource_metadata" is the OAuth-capable MCP cohort, missing="agent_card" is the addressable market for a fix. Returns agent score + band alongside the Kin Score.
- find_apisshallow
Paginated, sortable list of APIs across providers — filter by tag, provider, artifact type, industry, region, or rating band. Use apis_io_search first for a cross-type overview.
- find_apis_jsonshallow
APIs.json indexes across the catalog. The APIs.json discovery documents themselves. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_arazzoshallow
Arazzo workflows across the catalog. Multi-step API workflows chaining operations. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_areasshallow
Browse the API Evangelist areas taxonomy (authentication, webhooks, payments, …) — curated, scored provider indexes. Search by text; sort by provider count.
- find_artifactsshallow
Find artifacts of ANY one type across the catalog — the cross-type entry point. Each type also has a dedicated find_<type> tool (find_mcp, find_rules, find_scopes, …) with sorts and filters unique to that type; prefer those when you know the type. Types: mcp, skills, rules, arazzo, plans, rate-limits, finops, collections, asyncapis, graphql, json-ld, channels, examples, json-schemas, json-structures, openapis, postman, apis-json. PRO: scopes, security. include=["content"] inlines bodies.
- find_asyncapisshallow
AsyncAPI (event-driven) specifications across the catalog. Event/streaming APIs. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_capabilitiesshallow
START HERE for "what can a business do with these APIs". The business-capability model — 333 top-level capabilities across 28 industries — with how many catalog providers reach each one. Defaults to capabilities the catalog actually reaches; pass all=true for the whole model INCLUDING the ones with no coverage, which is a real answer rather than a gap: most of what an enterprise does runs on internal systems that publish no API. Free.
- find_channelsshallow
AsyncAPI event channels across the catalog. Individual event channels (topics/streams). Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_cohortsshallow
START HERE for market-level questions. Every scored population of providers in the catalog — tags, industries, regions, areas and VC portfolios — as one browsable index. Filter by kind, minimum population, or promotion tier (report/brief/data). Then call cohort_stats for the distribution, cohort_rankings for the leaderboard.
- find_collectionsshallow
Postman / Open collections across the catalog. Runnable request collections. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_company_insightsshallow
Browse profiled companies (Fortune 1000) by name; ranked by overall technology-readiness signal. Free discovery.
- find_examplesshallow
Example payloads across the catalog. Real request/response examples. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_finopsshallow
FinOps / billing models across the catalog. How usage is metered and billed. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_graphqlshallow
GraphQL schemas across the catalog. GraphQL type systems. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_industriesshallow
Browse industry verticals; sort by provider/API count.
- find_investorsshallow
The reverse portfolio edge — which VC firms in the network back a given provider/company (by slug). Free.
- find_json_ldshallow
JSON-LD contexts across the catalog. Linked-data vocabularies. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_json_schemasshallow
JSON Schemas across the catalog. Standalone data schemas. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_json_structuresshallow
JSON Structures across the catalog. Data structures behind an API. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_mcpshallow
MCP servers across the catalog. Model Context Protocol servers a provider offers to agents. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_openapisshallow
OpenAPI specifications across the catalog. The REST contract. get_openapi returns one API's primary spec with optional inlined body. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_plansshallow
Pricing plans across the catalog. An API's pricing tiers. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_postmanshallow
Postman collections across the catalog. Postman-format collections (by reference). Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_providersshallow
Paginated, sortable list of providers — filter by text, tag, artifact type, industry, region, rating band, or access model (pricing/onboarding/try_now/public). Use apis_io_search first for a cross-type overview.
- find_rate_limitsshallow
Rate-limit policies across the catalog. Declared throttling policies. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_rating_moversshallow
PRO — The biggest rating movers (up and down) since the previous scoring build.
- find_ratingsshallow
Ranked ratings leaderboard — filter by band, score range, trend, or facet threshold. Sort by composite (default), delta (biggest gainers), or any quality facet (governance, security, …) to rank providers by that dimension.
- find_regionsshallow
Browse geographic regions; sort by provider/API count.
- find_rulesshallow
Spectral governance rulesets across the catalog. API design/linting rulesets. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_scopesshallow
OAuth scope catalogs across the catalog. The OAuth scopes an API defines. Pro tier. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_securityshallow
Security artifacts across the catalog. Authentication, domain security, VDP, trust center. Pro tier. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_similar_apisshallow
APIs similar to a given one ("more like this") by shared tags.
- find_similar_providersshallow
Providers similar to a given one (alternatives) by shared tags, industry, region, and artifact coverage.
- find_skillsshallow
Agent Skills across the catalog. Packaged agent skills. Filter by q / tags / providers; include=["content"] inlines bodies. Use find_artifacts for cross-type search.
- find_tag_groupsshallow
START HERE for capability-map questions. The 1,500+ tag groups the catalog computes — sets of tags that demonstrably travel together across providers (Cards, Logistics, Wealth Management, Observability), the layer between a single tag and a coarse facet. Every response carries a `coverage` block: about a quarter of the vocabulary is in NO group, and any count taken from here should be read against `ungrouped_share`. Pass exclude=cross_cutting,sparse to drop the groups that are plumbing rather than markets.
- find_tagsshallow
Paginated, sortable list of tags in the taxonomy. Use apis_io_search first for a cross-type overview.
- find_vcsshallow
Find venture-capital firms by name, thesis tags, or category. Each carries a network-matched, rated portfolio graph. Sort by portfolio_on_network (default), portfolio_total, portfolio_rating, or name. Free.
- gap_analysisshallow
PRO — For each provider: high-value artifacts it lacks (MCP, Arazzo, Rules, Skills…), what its peers commonly publish but it lacks, and its score vs the peer median — plus stack-level gaps across the set.
- get_agent_readinessshallow
PRO — the agent-readiness dimensions for one provider (spec presence, MCP server, auth clarity, idempotency, error semantics, rate-limit signal, well-known catalog, consent identity, dry-run…). A STANDALONE score, not a slice of the composite.
- get_apishallow
Full detail for one API by aid (provider:api-slug); set include=["content"] to inline artifact bodies.
- get_api_artifactsshallow
One API's artifacts grouped by type (by_type_counts is the full summary); pass `type` to scope the list to one type (synonym-aware: MCP matches MCPServer), include=["content"] to inline the bodies.
- get_areashallow
One area: metadata, its dedicated site link, and a top sample of member providers (with the total). Use find_providers?area=slug for the full list, or view=full here.
- get_area_leadersshallow
PRO — Top-rated providers in a curated API Evangelist area.
- get_capabilityshallow
One business capability: its definition, its sub-capabilities, the external authorities it cites, and WHICH catalog providers reach it with their ratings. Accepts a slug or a BC id (e.g. "payments-card-management" or "BC-1340"). Free. The per-tag edges WITH their evidence are get_capability_edges (Pro).
- get_capability_edgesshallow
PRO — the evidence behind a capability. Every edge that lands on it: the provider, the tag, the exact OpenAPI file, a calibrated confidence, and the QUOTED FRAGMENT OF THE PROVIDER'S OWN CONTRACT that justifies the claim. Only edges at confidence >= 0.7 whose evidence was found verbatim in the source contract are published, so an edge here is checkable rather than asserted. This is what you cite when someone asks "says who?". Pro tier.
- get_cohortshallow
One cohort: its identity, its population, and the full member roster with each provider's Kin Score and agent readiness. Free. The analysis parts (stats/rankings/scores/capabilities) are Pro.
- get_company_insightshallow
Full demand-side profile for one company: 40-dimension readiness scores, adopted stack, and per-quarter history. Pro.
- get_industryshallow
One industry: metadata + a top sample of its member providers (ranked, with the total). Use find_providers?industry=slug for the full list, or view=full here.
- get_industry_leadersshallow
PRO — Top-rated providers in an industry vertical.
- get_listshallow
PRO — Get a list you own, with each member resolved to its current name, band, and score.
- get_openapishallow
An API's primary OpenAPI reference (url) — the top agent intent; set include=["content"] to inline the spec body.
- get_playground_apisshallow
Curated APIs that are SAFE TO EXPERIMENT WITH — no key (or an instant, free, self-serve key), no cost, and no real-world side effects. Every entry carries an `example_request` URL that returned HTTP 200 to an unauthenticated GET on the date shown, so it can be called immediately with no setup. Use this when you are new to this catalog, learning what an API call feels like, testing a tool-use loop, or need a harmless endpoint to demonstrate something. Defaults to the `starter` set; pass grouping="deep-archive" for institutional/OAI-PMH repositories.
- get_providershallow
Full detail for one provider: profile, rating, and the APIs it publishes. The heavy `collections` and `common` sections are omitted by default (their counts are still reported) — pass view=full for the whole document, or fields=["common"] for a section. Narrow for cheap reads: fields=["score"] returns just the rating. Relative artifact URLs are resolved to absolute, fetchable ones.
- get_provider_artifactsshallow
Every artifact a provider publishes — provider-level (MCP, security, scopes, rules, agentic-access) and per-API (OpenAPI, Arazzo, overlays, reference docs) — grouped by type with counts. by_type_counts is the full summary; pass `type` (e.g. OpenAPI, MCP) to scope the artifacts list to one type, since an unfiltered provider can be 250+ entries.
- get_provider_business_capabilitiesshallow
PRO — what ONE vendor's published APIs let a business DO, rolled up by capability, with the tag-level evidence under each. Answers "what is this vendor actually for" from its own contracts rather than its marketing. NOT get_provider_capabilities, which is artifact counts and agent-readiness dimensions and is free. Pro tier.
- get_provider_capabilitiesshallow
What one provider publishes, counted by artifact type, with the agent dimensions it satisfies. Free — it is a fact about their own public surface.
- get_provider_evidenceshallow
How a provider's score was established, part by part: first-party (they published it), verified (we fetched and confirmed it), or derived (we inferred it). Free — the basis for a claim should never sit behind the claim. Call this before disputing or quoting a score.
- get_provider_facetsshallow
PRO — one provider's score broken into its facets (discoverability, contract quality, governance, operational transparency, developer ergonomics, commercial clarity) plus any regulatory regime that applies. The composite is one number; these are the parts a team can actually act on.
- get_provider_onboardingshallow
A getting-started view for a provider — website, portal, signup, docs, authentication, base URLs, and first steps assembled from its registered links.
- get_provider_operationsshallow
Every operation a provider exposes, across all of its OpenAPIs — method, path, operationId, summary, which API it belongs to, and whether it is deprecated. The shortcut for "what can I actually call here?", which otherwise means fetching and parsing every one of their specs. Where the provider publishes agentic-access, each operation also carries its action class and CONSEQUENCE (read vs something that moves money) — filter on those to find the safe surface before letting an agent loose on it.
- get_provider_ratingshallow
One provider's full rating breakdown (composite, band, trend, six facets).
- get_provider_schemashallow
Every JSON Schema a provider publishes — the data shapes their API works in, in one list, without walking their artifacts. Free.
- get_provider_toolsshallow
Every MCP tool a provider ships, with the operation each one wraps and its auth. Reports provenance per tool: `first-party` means the provider publishes that server, `derived` means API Evangelist generated a candidate tool list from their OpenAPI because no hosted server was found. Filter with provenance=first-party for a true picture — counting derived tools as the provider's own overstates MCP adoption badly. A server whose tools could not be enumerated (auth-gated) is reported in coverage.not_enumerable rather than silently counted as zero.
- get_rating_historyshallow
PRO — A provider's rating movement: current score/band/trend and the implied previous-build point.
- get_rating_rubricshallow
The rubric — bands, facet weights, trend thresholds — so an agent can interpret any score.
- get_regionshallow
One region: metadata + a top sample of its member providers (ranked, with the total). Use find_providers?region=slug for the full list, or view=full here.
- get_region_leadersshallow
PRO — Top-rated providers in a region.
- get_tagshallow
One tag: its metadata, neighbor tags, and a top sample of its providers and APIs (with totals). Use find_apis?tags=slug / find_providers?tags=slug for the full ranked list, or view=full here.
- get_tag_groupshallow
One tag group: its member tags and the full provider roster resolved from the catalog, each with Kin Score and agent readiness. Filter the roster by industry, region, country or area. Free; the DISTRIBUTION over the roster (`stats`) is Pro. Note `source_provider_count` vs `provider_count` — the first comes from an index that caps band membership at 1,000, the second is resolved live and is the complete number.
- get_vcshallow
One VC firm: identity, fund facts, and portfolio summary (totals, band distribution, average rating). Pass view=full to inline the whole portfolio. Free.
- industry_gap_analysisshallow
PRO — Valuable artifact types (MCP, Arazzo, Rules, Skills…) commonly missing across a whole industry — where the vertical is under-served.
- insights_adoptionshallow
Services, tools, or standards ranked by how many companies adopt them across the profiled set. Free.
- insights_dimensionsshallow
Cross-section ranking of the 40 tracked investment dimensions (AI, cloud, governance, security, …) by how many profiled companies show signal. Free.
- list_listsshallow
PRO — List the lists/shortlists you own.
- list_saved_searchesshallow
PRO — List the saved searches you own (name, criteria, when last run, how many matches are tracked).
- match_providersshallow
The supply↔demand join: apis.io providers whose product appears in a company's adopted stack, ranked by rating. Pro.
- my_checksshallow
The check requests you filed, newest first. Requires a key or login — an anonymous caller has no identity to scope a list to, and should read a single request with check_status instead.
- readiness_gatesshallow
BUSINESS — what blocks the next agent-readiness band, GATES BEFORE POINTS. Some bands are unreachable on score alone: agent-native requires idempotency AND a stable error envelope regardless of how many points a provider collects. Returns the points gap and the unmet gate requirements separately, each priced, plus a verdict saying whether clearing the gate also closes the gap — the case a points-arithmetic answer gets wrong every time.
- recommend_stackshallow
Design an API stack — the best-rated catalog provider per capability, assembled into a stack. FREE preview = the top pick per capability; PRO = alternatives, per-pick artifact gaps, and an exportable APIs.json + Arazzo hint. Decompose the domain into capabilities first, then pass them here.
- report_correctionshallow
Report that the catalog has a provider WRONG — a wrong website, a wrong logo, APIs that are not theirs, a count that does not match what they ship, a score computed from any of those. Free, always: correcting our own error is never a paid feature. Read by a human. If you are the provider, say so — it does not gate anything, it tells us how fast to move.
- request_checkshallow
FREE — ask APIs.io to (re)check a provider. Use it when a listing is wrong or stale, when a score looks incorrect, or to get a company profiled that is not in the catalog yet. This does NOT score anything on the spot: a check means re-profiling the provider and running the full enrichment pipeline against their live surface, which a person runs by hand. You get a request id back immediately; poll check_status with it, and if you supply a contact email you are notified when the status changes.
- resolveshallow
Resolve ANY identifier — website URL, domain (stripe.com), or GitHub org (github.com/stripe) — to the apis.io provider it belongs to. Use this when you have a URL, not a slug. Free.
- run_saved_searchshallow
PRO — Re-run one of your saved searches against the live catalog and return current matching providers.
- save_searchshallow
PRO — Persist the current search criteria as a named saved search you own, so you can re-run it and get net-new results later. Criteria use the same filters as apis_io_search. Requires an apis.io API key.
- saved_search_net_newshallow
PRO — What is NEW for a saved search since you last checked: providers that newly match your criteria. Advances the delta cursor, so each call reports only what changed since the previous call. The agent-native version of the demand report.
- simulate_fixesshallow
BUSINESS — project a set of fixes onto a provider's agent-readiness score and band before doing the work. Re-applies the band gate to the PROJECTED state, so it will tell you when buying points still leaves you demoted. Kin Score facets are refused rather than estimated: several checks behind them are count-based across a provider's APIs, so a single claimed fix has no computable composite value.
- story_leadsshallow
OWNER — The weekly "what's worth writing" rollup: ranked story leads from the demand map crossed with rating movement — unmet demand (searched, no result), risers/fallers, and hot-but-thin capabilities. Each lead is a headline, its signal, and a suggested angle. include=["raw"] appends the underlying demand report.
- submit_feedbackshallow
Report 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 — this is read by a human. Say what you expected as well as what you got.
- tag_group_tagsshallow
The member tags of one tag group, each joined to its catalog record — provider count, api count, tag quality band and composite. Use it to see what a group is actually made of before trusting the group as a market.
- vc_portfolioshallow
A VC firm's portfolio companies, each matched to the network and rated. Filter is_provider=true (only API providers), in_network=true, band, or min_score; sort by score (default), api_count, or name. The demand-side view of who a fund has backed. Free.
- what_can_i_fixshallow
BUSINESS — the ranked, costed, gated punch list for one provider you own. Every agent-readiness check with points still on the table (exact — these are real per-check results, each with what satisfies it), plus the Kin Score facets ranked by weight x headroom rather than by lowest score. `do_first` is the headline and prefers a BAND GATE over any amount of points, because points cannot clear a gate. Use readiness_gates for the gate detail and simulate_fixes to price a plan before committing to it.
- whats_changedshallow
PRO — What changed in the catalog since a date: providers added/updated, plus rating movement (up/down) from the latest scoring build.
Embed this server’s score
Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.
[](https://vouch.tools/servers/cef13154-5bc9-4623-a246-1237e930f437)