established · 0.2 capability schema

Python

Score 26.2 / 100 96 providers +136 via APIs 204 APIs Search apis.io →

Providers using this tag (96)

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

Strong 5 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 31 Limited public surface area
CeleryAsynchronousDistributed SystemsMessage QueueOpen Source8 APIs39.1BeamServerlessGPUInference1 API38.9QuixStream ProcessingReal-TimeKafka1 API37.6Django CMSCMSContent ManagementDjango1 API37.4RestackAI AgentsWorkflowsOrchestrationEnterprise1 API37.2smolagentsAI AgentsMulti-AgentCode Generation1 API37.0SaleorCommerceHeadlessE-CommerceGraphQL1 API36.8TensorFlowArtificial IntelligenceDeep LearningJavaScriptMachine Learning1 API36.6VirtualiticsCompanyArtificial IntelligenceData AnalyticsData Visualization2 APIs36.4PyPIDeveloper ToolsOpen SourcePackage ManagementPackages3 APIs36.2CoiledCompanyAi MlCloud ComputingData Science1 API35.8Sema4 AiCompanyArtificial IntelligenceAI AgentsAutomation1 API35.8CausaLensCompanyArtificial IntelligenceCausal AIMachine Learning1 API34.1Apache DolphinSchedulerApacheDAGData PipelineOpen Source1 API34.0BytewaxStream ProcessingDataflowsReal-Time3 APIs31.6RayDistributed ComputingMachine LearningAI Infrastructure1 API29.7VineyardBig DataCNCFCloud-NativeData Engineering1 API29.7AG2AI AgentsMulti-AgentAgentOSAutoGen3 APIs29.4Apache ArrowAnalyticsApacheColumnar FormatData3 APIs29.4Blender3DAnimationGame DevelopmentModeling2 APIs29.3conda-forgeCondaPackagesScientific Computing2 APIs29.2Phidata / AgnoAI AgentsAgnoPhidata3 APIs29.2Apache BeamApacheBatch ProcessingData PipelineETL2 APIs28.9JupyterData ScienceEducationInteractive ComputingNotebooks12 APIs28.9Apache MXNetArtificial IntelligenceDeep LearningMachine LearningNeural Networks1 API28.4CrawleeApache 2.0ApifyBrowser AutomationCrawlers2 APIs28.1AiderArtificial IntelligenceAI Pair ProgrammingDeveloper ToolsCLI15 APIs27.9Apache MahoutDistributed ComputingMachine LearningQuantum Computing2 APIs27.9Confident AILLM EvaluationOpen SourceObservabilityRed Teaming3 APIs27.3AnsysSimulationEngineeringCAECFD2 APIs27.1dltHubCompanyDataData EngineeringETL27.1
Emerging 37 Early or largely undocumented
OuterboundsCompanyData AnalyticsMachine LearningMLOps26.0SuperconductiveCompanyDataData QualityData Validation25.5LocustLoad TestingPerformance TestingOpen Source1 API25.1RequestsClientsHTTP ClientHTTP LibraryOpen Source1 API25.0DeepEvalLLM EvaluationLLM TestingEvaluation FrameworkEvaluation Metrics24.0EventualCompanyDataData EngineArtificial Intelligence23.6NeuracoreCompanyRoboticsRobot LearningMachine Learning1 API23.3FlaskFrameworkLightweightMicroframeworkpallets1 API23.1RagasLLM EvaluationRAG EvaluationRAGAI Evaluation1 API23.1WorldVizVirtual RealityAugmented RealitySimulationResearch22.6Apache LibcloudAbstraction LayerCloudMulti-CloudOpen Source3 APIs22.1DataCampCompanyData ScienceEducationE-Learning20.7Strawberry GraphQLGraphQLOpen SourceCode-First1 API20.4Mito AiCompanyData AnalyticsJupyterSpreadsheets20.2Citrine InformaticsCompanyMaterials InformaticsArtificial IntelligenceMachine Learning20.1HTTPXAsyncClientsHTTP ClientLibrary1 API19.5Apache PySparkBig DataData ProcessingDistributed ComputingMachine Learning5 APIs19.3WagtailCMSContent ManagementDjango1 API18.5Azure NotebooksAzureCloud ComputingData ScienceJupyter18.4FastAPIAsyncHigh PerformanceOpenAPIPydantic1 API18.2FastMCPMCPFrameworkOpen Source6 APIs18.2Expected ParrotCompanyArtificial IntelligenceLLMSurveys18.1NamekoAMQPDependency InjectionFrameworkMicroservices1 API18.1Norgate DataMarket DataFinancial DataHistorical DataFutures5 APIs17.5LeapYearCompanyPrivacyDifferential PrivacyMachine Learning1 API16.5AstralCompanyDeveloper ToolsPackage Manager16.1ColibriCompanyQuantum ComputingDeep TechSDK15.4MatplotlibChartsData ScienceOpen SourcePlotting1 API15.0PyTorchArtificial IntelligenceDeep LearningMachine LearningNeural Networks5 APIs15.0ConnexionAPI DesignASGIDesign-FirstDeveloper Tools2 APIs14.6Beautiful SoupData ExtractionHTML ParsingScraping1 API14.5PolarsCompanyDataFramesData ProcessingQuery Engine14.3OverCompanyArtificial IntelligenceWorld ModelsGenerative AI13.1ExtensityCompanyArtificial IntelligenceNeuro-Symbolic AILLM11.9MkDocsDocumentationMarkdownOpen Source11.9SunPowerSolar EnergyRenewable EnergyPhotovoltaicsOpen Source3 APIs11.9AutoGen StudioAutoGenAutoGen StudioMulti-AgentAgent Framework11.2
Minimal 9 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (204)

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 8 Complete, well-documented, and agent-ready
Strong 19 Solid coverage with minor gaps
Moov Backend SDKsMoov provides official server-side client libraries for interacting with the Moov API across multiple progr...65.6Modal Functions APIDefines, deploys, and invokes serverless Python Functions on Modal with per-function GPU/CPU/memory configu...64.5Microsoft Python Driver for SQL Server (mssql-python)Python driver using Direct Database Connectivity for direct connections to SQL Server without requiring an ...62.7Python Drivers for SQL ServerPython drivers for connecting to SQL Server including the first-party mssql-python driver, pyodbc, and pyms...62.7Canvas Medical SDKA Python SDK that enables developers to build plugins that execute natively within the Canvas EMR infrastru...62.5Barndoor + Crew AI ExampleReference Python demo application showing how to plug Barndoor-governed MCP tools into a Crew AI multi-agen...62.0Refuel Autolabel (Open Source)Autolabel is the open-source Python library (pip install refuel-autolabel) to label, clean, and enrich text...61.6Neo4j Python DriverThe Neo4j Python Driver is the official library for interacting with Neo4j graph databases from Python appl...61.3Hugging Face Transformers LibraryOpen-source Python library that provides pretrained models, tokenizers, and pipelines for inference and fin...60.0JSNAPy APIPython-based snapshot and test framework for Junos devices.59.7Juniper JSNAPyPython-based tool for snapshot and verification of network device configurations.59.7Junos PyEZPython library for automating Junos devices using NETCONF.59.7Junos PyEZ (Python API)Python library for automating Junos devices using NETCONF.59.7CirqCirq is an Apache 2.0 Python framework for designing, manipulating, simulating, and executing Noisy Interme...57.7Dagger SDKsNative SDKs for Go, Python, TypeScript, PHP, Java, .NET, Elixir, and Rust that generate strongly typed clie...57.0DataHub Python SDKPython client for interacting with DataHub. The acryl-datahub package provides a CLI and SDK for DataHub, i...56.9OpenTimelineIOOpenTimelineIO (OTIO) is an open source API and interchange format for editorial timeline information. It i...56.8Prefect Python SDKThe Prefect Python SDK is used to build, test, and execute workflows against the Prefect API. It provides d...54.6Linode Python SDKThe Linode Python SDK (linode_api4) is the official Python client library for interacting with the Linode A...54.5
Developing 49 Usable, with meaningful gaps to close
Jentic Standard AgentOpen-source composable reasoning agent framework that plans, acts, and recovers from failures, preconfigure...53.9Dataiku Python APIPython client library for interacting with Dataiku DSS.53.3Sweep Python APIThe Python API from Sweep — 1 operation(s) for python.52.2Runway Python SDKThe Runway Python SDK provides a convenient Python library for interacting with the Runway API. Supports Py...51.7Maxar Technologies Geospatial Platform Python SDKOfficial Python SDK (maxar-platform on PyPI) wrapping the MGP / Vantor Hub APIs for discovery, ordering, mo...50.9Tableau Analytics Extensions APIThe Analytics Extensions API allows integration of external analytics engines such as Python, R, MATLAB, an...50.9Tableau Document APIPython library for programmatically updating Tableau workbook and data source files.50.9Tableau Server Client (Python)Python library that wraps the Tableau REST API for easier programmatic access.50.9Gemini Python SDKPython client library for the Gemini API.50.1Felt Python SDKOfficial Python client for the Felt REST API providing convenient wrappers for map creation, file and DataF...49.8Livepeer Python SDKOfficial Python SDK for the Livepeer Studio REST API.49.8Eikon Data APIPython and R library that allows programmatic access to Refinitiv Eikon data. Provides access to instrument...49.3Refinitiv Data Library for PythonPython library providing uniform, ease-of-use interfaces for accessing the breadth and depth of financial d...49.3turbopuffer Python SDKOfficial Python client library for the turbopuffer REST API, Stainless-generated from the public OpenAPI spec.48.9Chroma Python ClientThe Chroma Python Client is a first-party SDK for interacting with both self-hosted Chroma servers and Chro...48.7LanceDB Python SDKPrimary client library. First-class Arrow, Pandas, Polars, and Pydantic integration; pluggable embedding fu...48.6Mercado Pago Python SDKOfficial Python SDK wrapping the Mercado Pago REST APIs.48.1Golioth Python ToolsPython tooling that wraps the Management API for scripting, automation, and CLI-driven workflows against Go...48.0AimDK_X2 SDKAimDK_X2 is the published secondary-development SDK for the AgiBot X2 humanoid. It exposes the robot to Pyt...47.1PyOD (Python Outlier Detection)PyOD is a comprehensive and scalable Python library for detecting outliers/anomalies in multivariate data. ...46.9Ansible Runner APIAnsible Runner is a Python library and CLI tool that provides a stable and consistent interface for executi...46.8PyIceberg Python APIPyIceberg is the official Python implementation of the Apache Iceberg table specification. It provides prog...46.8Eikon Data APIPython library providing access to financial data, news, and symbology from within the Refinitiv Eikon or L...45.8Refinitiv Data Library for PythonPython library providing uniform access to the breadth and depth of financial data and services available o...45.8WebLogic WLST (WebLogic Scripting Tool) APIPython-based scripting interface for automating WebLogic Server administration tasks.44.3py-clob-client (Python SDK)Official Python SDK for the Polymarket CLOB API - wallet signing, EIP-712 order construction, place / cance...44.2Trieve Python SDKOfficial Python client library (trieve-py-client) for the Trieve REST API.44.0Streamlit Python APIThe Streamlit Python library API provides a rich set of functions for building interactive data application...43.1Hey API Openapi-Ts@hey-api/openapi-ts is an OpenAPI to TypeScript code generator that emits production-grade SDKs, types, val...42.8OpenHands Agent SDKComposable Python SDK for defining, running, and orchestrating agents locally or scaled to thousands in the...42.7Cradlepoint NetCloud Router SDKOn-router Python SDK and toolchain (the "SDK" / "Router SDK") for building and deploying custom application...42.5Stigg Python SDKOfficial Python SDK for integrating Stigg entitlements and usage-based billing into Python backend services.42.4FHIR InfernoAn open-source Python utility that flattens nested HL7 FHIR JSON (bundles / resources) into tabular CSV fil...41.9make-request-py (Sideko Runtime)Modern Python HTTP client library with built-in authentication and response handling, used as the runtime b...41.9Sideko Python SDKThe Sideko Python SDK provides Python bindings for the Sideko API. Generated by Sideko's own pipeline from ...41.9Sideko Stripe Python SDK (Sample)Sample Python SDK for the Stripe API, Sideko-generated as a companion to the TypeScript Stripe sample.41.9Analog Devices PyADI-IIO Python APIPyADI-IIO provides Python interfaces for ADI hardware with IIO drivers, enabling Python developers to inter...41.8W&B Python SDKOfficial Python SDK (wandb) for logging runs, metrics, gradients, media, and artifacts; running sweeps; and...41.7EvolutionaryScale ESM Python SDKOfficial Python SDK packaging ESM3 and ESM Cambrian model loaders, the `ESMProtein` multi-track data model,...41.1ZenRows SDKsFirst-party SDKs that wrap the Universal Scraper API and Residential Proxies with automatic retries, expone...40.9Cisco NX-OS Python SDK APIPython Software Development Kit for programmatic access to Nexus 9000 Series switch modules including inter...40.7AI21 Python SDKOfficial Python SDK (ai21 on PyPI) wrapping the AI21 Studio REST API with sync and async clients, streaming...40.6HashiCorp Nomad Python SDKThe python-nomad library is a Python client for the HashiCorp Nomad HTTP API. It provides Pythonic access t...40.6BentoML Python SDKCore Python SDK for packaging models as Bentos, managing the model store, building container images, and in...40.4RPA FrameworkThe RPA Framework is an open-source collection of Python libraries for robotic process automation designed ...40.1GOV.UK Notify Python ClientOfficial Python client library for the GOV.UK Notify API. Wraps the REST API with idiomatic Python methods ...39.9TiKV Python ClientThe official Python client for TiKV supporting raw and transactional key-value operations.39.6BentoML REST APIBentoML is an open-source unified inference platform for deploying and scaling AI models. It auto-generates...39.5Ray Serve REST APIRay Serve is a scalable model serving library built on Ray, designed for building online inference APIs. Su...39.5
Thin 68 Limited public surface area
Celery Task APICore API for defining and executing distributed tasks in Celery. Supports task decorators, retries, timeout...39.1Tableau Server Client (Python)Python library that provides a convenient wrapper for the Tableau Server REST API for automation and integr...39.1Veritas Cluster Server Python APIPython SDK for programmatic cluster management and automation.38.8Docling Core TypesCanonical `DoclingDocument` data model and serialization primitives — text, tables, pictures, layout, hiera...38.3Kubeflow Pipelines Python SDKPython SDK for building, compiling, and submitting ML pipelines. Provides decorators and utilities to defin...38.3Split Python SDKThe Split Python SDK enables server-side feature flag evaluation for Python applications, suitable for Djan...38.0Sync Labs Python SDKOfficial Python SDK for integrating the Sync Labs lip-sync API into Python applications. Supports Python 3....38.0CloudEvents Python SDKThe official Python SDK for CloudEvents provides libraries for producing and consuming CloudEvents in Pytho...37.6Quix Streams (Open Source)Apache 2.0 open source Python library (pip install quixstreams) for building containerized stream-processin...37.6Arcjet SDKsThe primary, supported interface to Arcjet. SDKs ship for Node.js, Next.js, Bun, Deno, SvelteKit, NestJS, R...37.1Haystack Framework (Open Source)Apache-2.0 licensed Python framework for composable LLM orchestration. Build modular Pipelines from Compone...37.1Penn SDK (Python)Open-source Python client maintained by Penn Labs wrapping Penn data services. Published documentation at p...37.0smolagents Python LibraryThe core smolagents Python library providing CodeAgent and ToolCallingAgent classes for building AI agents ...37.0Planet Python SDKOfficial Python SDK (planet on PyPI) and CLI for working with all Planet APIs, including async clients for ...36.9Hyperliquid Python SDKOfficial Python SDK for the Hyperliquid REST and WebSocket APIs. Handles EIP-712 signing, action serializat...36.8Saleor Core (Server) RepositorySource repository for the Saleor server - the Django / Python backend that implements the GraphQL API, busi...36.8TensorFlow Core APIThe foundational Python and C++ API for building and training machine learning models using TensorFlow.36.6Virtualitics AI Platform (VAIP) Developer ExperienceThe developer surface of the Virtualitics AI Platform. Developers author AI Apps in Python with the Virtual...36.4Virtualitics Explore Python API (pyVIP)pyVIP is the Virtualitics Python API for Virtualitics Explore. It runs over a WebSocket connection between ...36.4Opentrons Python Protocol APIThe Opentrons Python Protocol API is an open-source Python framework for writing automated biology lab prot...36.3Nomic Python SDKOfficial Python client (nomic) for the Atlas platform, embedding API, and dataset/map workflows.36.2PyPI RSS FeedsPyPI provides RSS feeds that allow developers and tools to monitor package activity on the Python Package I...36.2AutoRest Python GeneratorThe AutoRest Python generator (@autorest/python) produces Python client libraries from OpenAPI specificatio...36.0Eventbrite Python SDKThe Eventbrite Python SDK is an open-source client library maintained by Eventbrite that provides idiomatic...36.0Pipecat Framework (Python SDK)Open-source (BSD 2-Clause) Python framework whose interface is the pipecat-ai library, not a REST API. Appl...36.0PittAPI (Pitt Computer Science Club) — student-builtPittAPI is an unofficial, community-maintained Python library published by the Pitt Computer Science Club t...36.0GS Quant Python ToolkitGS Quant is Goldman Sachs' open-source Python toolkit for quantitative finance, distributed on GitHub and P...35.6Kalshi Python Starter KitOfficial Python starter / SDK published by Kalshi for connecting to the Trade REST API and WebSocket stream...35.5MOSTLY AI Synthetic Data SDKOpen-source Python SDK (mostlyai, Apache 2.0) for training generators and producing synthetic data. Runs in...35.0WattTime Python ClientOfficial Python SDK for the WattTime API providing simplified access to real-time, forecast, and historical...34.7Scrapfly SDKsOfficial SDKs for Python, TypeScript, Go, Rust, and Scrapy with full feature coverage across every language...34.6Surge Python SDKOfficial Python SDK (surge-api on PyPI) wrapping the Surge API. Requires Python 3.10+, MIT-licensed, and la...34.5AI HabitatAI Habitat simulation framework for embodied AI research, including Habitat-Sim (high-performance 3D simula...34.4OneTick Python API - Directed GraphThe lower-level directed-graph-style Python query API for OneTick, composing event-processor graphs against...34.2OneTick Python API - onetick-py (pandas-style)A pandas-like Python API for querying tick-by-tick market data in OneTick, published on PyPI as onetick-py ...34.2Authsignal Python SDKOfficial server-side Python SDK for the Authsignal Server API.34.1Dara Application Framework HTTP APIThe HTTP surface exposed by a Dara application. Dara is causaLens' Apache-2.0 open-source Python framework ...34.1Tonic ValidateTonic Validate is an open-source RAG evaluation framework and metrics platform for measuring retrieval-augm...34.0Vocode Open Source Libraryvocode-core, the MIT-licensed Python library for building voice-based LLM agents with pluggable STT, LLM, a...34.0SVN Python BindingsPython bindings for Subversion C libraries, providing access to client and repository operations via pysvn ...32.4PyBand Python SDKPyBand is a Python SDK that offers a comprehensive set of features for interacting with BandChain via gRPC....31.9starknet.py SDKPython SDK for Starknet maintained by Software Mansion, covering account / contract interaction, Cairo ABI ...31.9Formant Agent SDKPython client embedded in the `formant` PyPI package (`pip install formant`, `from formant.sdk.agent.v1 imp...31.8Formant Cloud SDKPython client embedded in the `formant` PyPI package (`from formant.sdk.cloud.v1 import Client`). Wraps the...31.8SchemathesisSchemathesis is a property-based API testing tool that automatically generates test cases from OpenAPI and ...31.7Superlinked Framework (Python)The open-source Apache-2.0 Python framework (pip install superlinked) used to declare Schema, Space, Index,...31.7Bytewax Python LibraryOpen-source Python library for building distributed stream processing dataflows. Provides bytewax.dataflow,...31.6Apache TinkerPop Gremlin Traversal APIThe Gremlin graph traversal language and API provide a functional, data-flow-based language for expressing ...31.4Deepchecks Open-Source TestingThe AGPL-3.0 licensed open-source Python package for continuous validation of tabular, computer-vision, and...31.4Locust Load TestingLocust is a scalable, distributed open-source load testing framework written in Python. Test scenarios are ...31.2PennyLanePennyLane is the flagship open-source Python framework for quantum differentiable programming — train and o...30.7LlamaIndex Python FrameworkLlamaIndex is an open-source Python framework for building LLM-powered applications including agents, RAG p...30.4PhonePe Python Backend SDKServer-side Python SDK wrapping the PhonePe PG REST API.30.3OpenUSD Python BindingsOpenUSD provides comprehensive Python bindings for all major C++ modules, enabling scripting and pipeline i...29.8what3words Python SDKOfficial Python wrapper around the what3words Public API.29.7AG2 Python FrameworkCore open-source Python library for building agentic AI applications. Provides ConversableAgent, AssistantA...29.4Voyage AI Python SDKOfficial Python client (voyageai) wrapping the embeddings, multimodal, contextualized, and reranking endpoi...29.4Blender Python APIThe Blender Python API (bpy) provides Python access to Blender's internal data, operators, and UI component...29.3Agno Python FrameworkOpen-source Python framework for building agents with memory, knowledge, and tools. Provides Agent, Team, W...29.2Apache MXNetMXNet provides APIs in Python, Scala, Java, C++, R, Julia, and Perl for deep learning model development, wi...28.4Crawlee Python SDKThe Crawlee Python SDK is a Python library for building reliable web scrapers and crawlers. It offers Basic...28.1Aider Python ModuleAider exposes a Python module entrypoint (`python -m aider`) and an importable package (`aider.main.main`) ...27.9QumatQumat is a unified Python API for building and executing quantum circuits across multiple quantum computing...27.9DeepEvalDeepEval is an open-source Python framework for evaluating LLM applications as unit tests. It ships with re...27.3in-toto Python Reference ImplementationThe Python reference implementation of in-toto provides tools and libraries for creating and verifying in-t...27.3PyAnsysOpen-source Python ecosystem for Ansys products. The pyansys metapackage bundles 45+ libraries including Py...27.1MCP Python SDKOfficial Python SDK published as `mcp` on PyPI. Includes the FastMCP high-level framework with decorators f...26.7TUF Python Reference ImplementationThe official Python reference implementation of The Update Framework (TUF) specification. Provides a metada...26.6
Emerging 54 Early or largely undocumented
AgentOps Python SDKThe AgentOps Python SDK is the primary entry point, installable via pip install agentops and initialized wi...26.0Boston Dynamics Spot SDKThe Spot SDK is an open-source SDK for developing applications and payloads for the Spot quadruped robot. B...25.4Apache TVM Python APIThe TVM Python API provides a comprehensive interface for model compilation, optimization, and deployment. ...25.2LocustOpen source distributed load testing tool. Tests are written in Python by defining User classes and tasks; ...25.1RequestsRequests is a simple and elegant HTTP library for Python, designed for human beings. It provides a clean, h...25.0Copernicus Marine Toolbox APIThe Copernicus Marine Toolbox provides the officially supported programmatic interface to the Copernicus Ma...24.7Apache SystemDS Python APIThe SystemDS Python API (systemds) provides a Python interface for building end-to-end ML pipelines. It inc...24.3KedroKedro is a Python framework for creating reproducible, maintainable, and modular data science code.23.7Maya Python APIPython API for scripting and extending Maya functionality, providing access to Maya's scene graph and node ...23.5FlaskFlask is a lightweight WSGI web application framework for Python. It is commonly used as a foundation for b...23.1Ragas Python LibraryThe Ragas Python library is the primary surface of the project, installed via `pip install ragas` and impor...23.1Superduper FrameworkOpen-source Python framework (superduper-framework) for declaring AI models, embeddings, vector indexes, RA...22.7Bloqade Analog Python SDKBloqade Analog (pip install bloqade-analog) is QuEra's Python SDK for writing, simulating, and submitting a...22.3Bloqade Circuit Python SDKBloqade Circuit is the gate-model eDSL component of the Bloqade family, built on the Bloqade Core eDSL infr...22.3Bloqade Shuttle and Lanes Compilation SDKsBloqade Shuttle is the SDK for simulating and running neutral-atom programs with explicit atom movement; Bl...22.3Kirin Kernel IR InfrastructureKirin (Kernel Intermediate Representation Infrastructure) is QuEra's Python compiler framework that underpi...22.3tsim Universal QEC Simulatortsim is QuEra's open-source fast universal quantum circuit sampler for QEC based on ZX stabilizer rank deco...22.3Apache Libcloud Compute APIThe Libcloud Compute API provides a unified Python interface for managing virtual machine instances, images...22.1Apache Libcloud DNS APIThe Libcloud DNS API provides a unified Python interface for managing DNS zones and records across Route53,...22.1Apache Libcloud Storage APIThe Libcloud Storage API provides a unified Python interface for object storage operations across AWS S3, A...22.1Tripo Python SDKOfficial Python SDK wrapping the Tripo OpenAPI. Provides synchronous and asynchronous clients, typed task h...22.0DVC CLI and Python APIDVC ships as a CLI plus a Python API (`dvc.api`). It tracks data and model files via pointers stored in Git...21.5Nokia SR OS pySROS SDK and YANG ModelspySROS is the official Python SDK for model-driven configuration, operational data retrieval, and automatio...21.1Check CLIThe Check Command-Line Interface is a Python-based CLI installed via the uv package manager that exposes 27...20.8DeepEval (Confident AI)DeepEval is an open-source LLM evaluation package, paired with Confident AI as the hosted observability/eva...20.5OpenAI EvalsOpenAI Evals is the open-source framework released by OpenAI for evaluating large language models and LLM-b...20.5GuppyGuppy (`guppylang`) is Quantinuum's Pythonic quantum-classical programming language. Guppy programs compile...20.4Strawberry GraphQL APICode-first GraphQL API built with Strawberry, using Python type hints and dataclasses to define schemas. Su...20.4Overture Maps Python CLIOpen-source Python command-line tool and library for downloading and querying Overture data. Maintained at ...19.7Patronus Python SDKThe Patronus Python SDK provides decorators and clients for instrumenting LLM applications, running evaluat...19.6HTTPXHTTPX is a fully featured HTTP client library for Python 3 with sync and async APIs, HTTP/1.1 and HTTP/2 su...19.5Tradeweb Python APIPython API enabling seamless integration between trading strategies and Tradeweb execution. Allows direct c...19.0Gretel Python Client SDKPython SDK and CLI (gretel-client) for interacting with Gretel APIs. Provides a high-level Gretel interface...18.6Wagtail API v2The Wagtail REST API v2 exposes site content — pages, images, documents, and redirects — as JSON. Endpoints...18.5FastAPI FrameworkModern, fast web framework for building APIs with Python based on standard Python type hints.18.2FastMCP AppsFastMCP Apps is the framework's runtime for building interactive applications rendered directly inside MCP ...18.2FastMCP ClientThe FastMCP Client is a Python client library for talking to any MCP server — local or remote — with full p...18.2FastMCP ServerThe FastMCP Server is the Python entry point for exposing tools, resources, prompts, and apps to any Model ...18.2NamekoNameko is a microservices framework for Python that provides tools for building, testing, and running servi...18.1FastParquet Python APIAlternative Python implementation for Parquet files.17.3PyArrow Parquet Python APIPython library for reading and writing Parquet files, distributed as part of Apache Arrow.17.3LeapYear Python ClientThe first-party Python client library for LeapYear Core. The Client class opens an authenticated connection...16.5NumPy APICore numerical computing library for Python providing multi-dimensional arrays and mathematical functions.16.0connect-pythonConnect for Python (beta) provides Connect protocol and gRPC clients generated from Protobuf schemas. Targe...15.0Matplotlib Core APIPython API for creating publication-quality figures and plots, including the pyplot state-based interface a...15.0Patch-CLIP Embedding ModelPython research project from the Siemens-Healthineers GitHub org that extends the CLIP architecture with pa...14.7Connexion Python FrameworkConnexion is a contract-first Python web framework that loads an OpenAPI specification and routes requests ...14.6Beautiful SoupBeautiful Soup 4 is a Python library providing a parse tree API for HTML and XML documents. It exposes Tag,...14.5Lennox S30 Community APICommunity-maintained, reverse-engineered Python library for communicating with Lennox S30, S40, E30, and M3...12.5py-qua-toolsToolbox of Python utilities for QUA experiments — analog filters, mixer calibration, plotting, calibration ...12.4qm-qua Python SDKOfficial Python SDK for the QUA pulse-level programming language. Provides the QuantumMachinesManager clien...12.4pvfactorspvfactors is an open-source Python library for modeling diffuse shading and bifacial photovoltaic (PV) irra...11.9PVMismatchPVMismatch is an open-source Python library for calculating mismatch losses in photovoltaic systems. It mod...11.9SolarUtilsSolarUtils is an open-source Python package providing solar position algorithms and utility functions for s...11.9
Minimal 6 Almost no public developer surface

Companies reaching this through an API (136)

These companies publish an API, specification or operation carrying “Python” 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.

Academy Software Foundation AgentOps AgiBot AI Habitat AI21 Labs Alliance for OpenUSD Analog Devices Anomaly Detection Ansible Playbooks Apache Iceberg Apache Parquet Apache SystemDS Apache TinkerPop Apache TVM Arcade Arcjet Authsignal Autodesk Maya AutoRest Band Protocol Barndoor BentoML Boston Dynamics Canvas Medical Check Cisco Nexus Dashboard Clerk CloudBees CloudEvents Connect-RPC Copernicus Marine Cradlepoint Dagger DataHub Dataiku Deepchecks Docling DVC Esri Evals Eventbrite EvolutionaryScale Fauna Felt Formant Gemini Goldman Sachs Golioth Google Quantum AI GOV.UK Notify
Show all 136 companies ↓

Score breakdown

Frequency
66.4
log-scaled weighted occurrences
Breadth
2.5
spread across providers
Quality lift
33.8
mean composite of providers using it
Cohesion
15.0
strength of nearest seed neighbor

Related tags

SDK 102 co-occurrences TypeScript 41 co-occurrences JavaScript 48 co-occurrences Data Science 26 co-occurrences Java 31 co-occurrences Go 23 co-occurrences Open Source 109 co-occurrences Node.js 19 co-occurrences

Where this tag comes from

Api tag204
Provider tag96
Openapi tag2
Openapi op tag2

Cohort brief

Auto-generated

The 92 providers in the APIs.io catalog tagged Python, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
92
all scored
Mean Kin Score
28.2
+5.3 vs catalog 22.9
Mean Agent Readiness
10.5
-1.4 vs catalog 11.9
Spread
0–63.3
median 27.6 · σ 13.2
How the 92 split by band
Exemplar 0Strong 5Developing 13Thin 31Emerging 36Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 37.9 23.2 +14.7 92
Operational Transparency 25.5 13.7 +11.8 92
Discoverability 60 58.1 +1.9 92
Contract Quality 18.2 17.6 +0.6 92
Contract Governance 6.6 6.3 +0.3 92
Access Clarity 24.8 26.5 -1.7 92

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 16% 14% +2
MCP server (first-party) 13% 12% +1
Agent Skills 0% 0% 0
OAuth scopes 6% 11% -5
Security 97% 98% -1
Arazzo workflows 3% 2% +1
Governance rules 29% 14% +15

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Posit 63.3
  2. 2 ZenML 57.2
  3. 3 Tower 55.4
  4. 4 Prefect 54.6
  5. 5 PydanticAI 54.5
  6. 6 Anaconda 53.9
  7. 7 Pixeltable 53
  8. 8 Plotly 49
  9. 9 Chroma 48.7
  10. 10 Apache Airflow 47.6
Top by Agent Readiness
  1. 1 Tower 43.3
  2. 2 Prefect 42
  3. 3 PydanticAI 41.4
  4. 4 Anaconda 39.2
  5. 5 Probabl 34.5
  6. 6 Chroma 34.2
  7. 7 Hey API 32.6
  8. 8 Apache Airflow 31.9
  9. 9 ZenML 27.4
  10. 10 TensorFlow 26.8
All 96 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag 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

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag
curl "https://apis.io/api/v1/tags/python"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/python"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/python/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

Discovery needs no key. Ratings and market analysis are Pro.

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