emerging · -0.4

MCP Server

Score 22.0 / 100 14 providers +3 via APIs 13 APIs Search apis.io →

Providers using this tag (14)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 1 Complete, well-documented, and agent-ready
AlphaLoops FMCSA Carrier Data APIfmcsa apisafer web apidot lookupcarrier data5 APIs68.2
Strong 5 Solid coverage with minor gaps
SiftingIOFinancial market dataStocks/equitiesForexCryptocurrency1 API63.9LacunaAI MusicMusic GenerationAI Song GeneratorAI Lyrics Generator1 API61.3BudgetPixelGenerative AIAI Image GenerationAI Video GenerationAI Music Generation2 APIs56.7DreamThreadsdream analysisDream interpretationNatural Language Processingstructured parsing2 APIs56.7RoxyAPIAstrologyVedic Astrologynumerologytarot1 API55.2
Developing 8 Usable, with meaningful gaps to close
KarmaCheckBackground ChecksEmployment ScreeningIdentity VerificationCredential Verification1 API52.0Offendersearch APIBackground ChecksIdentity VerificationPublic RecordsCriminal Records2 APIs52.0iGaming ToolsiGamingOnline CasinoGamblingslot games2 APIs51.8MCP360MCPMCP GatewayAI Agents38 APIs49.7ElvaAPI ManagementMCP LogsMCP Insights1 API49.5APIToolkit (Monoscope)AI ObservabilityAPI AnalyticsAPI CatalogAPI Management1 API44.5SwytchcodeAI / Agent Toolingagentic middlewareAPI IntegrationAPI Orchestration1 API42.2HighspotSales EnablementContent ManagementPitch AnalyticsCRM Integration2 APIs40.7

APIs with this tag (13)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 2 Complete, well-documented, and agent-ready
Arcade MCP FrameworkThe arcade-mcp open-source Python framework — "MCP Server Framework and Tool Development library for buildi...75.7AlphaLoops MCP ServerHosted remote Model Context Protocol server exposing 2.7M U.S. motor carriers as tools for LLM clients (Cla...68.2
Strong 5 Solid coverage with minor gaps
Oneschema MCP Server APIRead-only MCP operations for API specs and product guides62.2Lacuna MCP ServerHosted Model Context Protocol server (Streamable HTTP) at https://www.lacuna.fm/mcp, protocol 2025-06-18. i...61.3BudgetPixel Docs Search MCP ServerRead-only MCP server hosted on the BudgetPixel documentation site (Mintlify) giving agents two tools -- ful...56.7BudgetPixel MCP ServerFirst-party hosted remote Model Context Protocol server (streamable HTTP, protocol 2025-06-18) giving agent...56.7RoxyAPI REST API v2Production REST API covering 14 spiritual intelligence domains with 210+ endpoints under a single API key, ...55.2
Developing 5 Usable, with meaningful gaps to close
iGaming Tools MCP ServerFree public hosted MCP server (Streamable HTTP, no API key, read-only, not metered) exposing the same iGami...51.8iGamingScraper REST APIToken-authenticated REST API providing structured iGaming data: slot providers, slots, news articles, jobs,...51.8Spec Scoring APIPublic, no-auth REST API for scoring OpenAPI documents. GET /api/review/checks returns the full set of chec...49.5Monoscope MCP ServerHosted Model Context Protocol endpoint exposing approximately 50 auto-derived REST tools plus workflow tool...44.5Swytchcode Documentation & Agent SurfacesSwytchcode's publicly consumable surfaces: developer documentation and a published llms.txt. The primary in...42.2
Emerging 1 Early or largely undocumented
YouArt MCP & Model PlatformHosted, OAuth-secured Model Context Protocol (MCP) server that gives AI agents access to YouArt's catalog o...21.5

Companies reaching this through an API (3)

These companies publish an API, specification or operation carrying “MCP Server” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Arcade Oneschema Youart

Score breakdown

Frequency
39.0
log-scaled weighted occurrences
Breadth
0.4
spread across providers
Quality lift
60.3
mean composite of providers using it
Cohesion
0.4
strength of nearest seed neighbor

Related tags

agent-native 5 co-occurrences MCP 5 co-occurrences

Where this tag comes from

Provider tag14
Api tag13
Openapi tag1
Openapi op tag1

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MCP server

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https://apis.io/mcp

Tools for tags

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  • 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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