Tools for a more open agent web.

Find providers and indexed integrations for agents

Start with an ecosystem reference

Provider, API, MCP, framework and protocol are different entities. These original source-linked notes are separate from the imported index and its counters; selection is editorial, not a performance ranking.

EDITORIAL · PROVIDER DOCUMENTATION · AI models

Anthropic

The Claude API provides programmatic access to Claude models. Read the official API documentation before choosing a model and permissions.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

EDITORIAL · PROVIDER DOCUMENTATION · Payments

Stripe

Stripe documents its REST API and an MCP server for compatible clients. Permissions and supported operations must be reviewed in the official documentation.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

EDITORIAL · PROVIDER DOCUMENTATION · AI models

OpenAI

OpenAI publishes APIs for building applications with models and tools. Use its official platform documentation to distinguish API access from consumer products.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

EDITORIAL · PROVIDER DOCUMENTATION · AI models

Google Gemini

The Gemini API documentation describes Google model capabilities and application interfaces. Choose the appropriate product and operation from the official source.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

EDITORIAL · PROVIDER DOCUMENTATION · Developer workflows

GitHub

GitHub documents a maintained MCP server for connecting compatible clients to GitHub functionality. Individual tools retain their own access requirements.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

EDITORIAL · PROVIDER DOCUMENTATION · Search and retrieval

Brave Search

Brave documents a web search API and related search interfaces. Choose the interface and response format appropriate to your application.

Official documentation ↗

Documentation reviewed 2026-10-28. No provider operation tested.

All editorial references and Datoka examples →

Datoka tools with a checked local example

BY DATOKA. Public downloads and included local examples checked on 27 October 2026. This is a limited example journey, not independent customer adoption or a service certification.

BY DATOKA · LOCAL TOOL · Local diagnostics

Ready Check

Inspect local HTML, JSON and OpenAPI JSON copies and retain diagnostic reports. Findings are distinct from certification.

Local use is free. Read the page prerequisites, conditions and result-recovery steps.

BY DATOKA · LOCAL TOOL · Structured descriptions

Semantic

Create source-linked JSON descriptions from supplied inputs and keep the result locally. Declarations remain separate from verified facts.

Local use is free. Read the page prerequisites, conditions and result-recovery steps.

BY DATOKA · LOCAL TOOL · Compare declarations

Match

Compare explicit descriptions within compatible groups and retain a captured JSON result. No live supplier measurement.

Local use is free. Read the page prerequisites, conditions and result-recovery steps.

BY DATOKA · LOCAL TOOL · Recorded observations

Pulse

Analyse observations already held locally and retain a JSON report. No hosted monitoring or new collection is included.

Local use is free. Read the page prerequisites, conditions and result-recovery steps.

BY DATOKA · LOCAL TOOL · Documentary records

Reputation

Prepare and inspect local documentary records, then keep the diagnostic and analysis. No verified-provider reputation score is inferred.

Local use is free. Read the page prerequisites, conditions and result-recovery steps.

This count is registry listings, not unique companies or services tested by Datoka. One provider may have several integrations or endpoints.

156,002 indexed listings · Reset filters

AimRank

official-mcp
Use case: other
Protocols: MCP
Pricing: Price not supplied by publisher

Read public pairwise-preference rankings and their statistical quality evidence. No API key.

Listing info 75/100
›

AImusicgen

official-mcp
Use case: search · media
Protocols: MCP
Pricing: Price not supplied by publisher

Generate music and lyrics, track tasks, browse your songs, and download audio with AImusicgen.

Listing info 75/100
›

AimYear

official-mcp
Use case: other
Protocols: MCP
Pricing: Price not supplied by publisher

Accountability partner in your agent: one yearly aim, one main step a day, a timer your agent runs.

Listing info 75/100
›
Use case: automation
Protocols: MCP
Pricing: Price not supplied by publisher

AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.

Listing info 75/100
›

ainative-gtm-mcp

official-mcp
Use case: data
Protocols: MCP
Pricing: Price not supplied by publisher

Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.

Listing info 75/100
›
Use case: search · infrastructure
Protocols: MCP
Pricing: Price not supplied by publisher

Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

Listing info 75/100
›
Use case: development
Protocols: MCP
Pricing: Price not supplied by publisher

Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.

Listing info 75/100
›
Use case: infrastructure
Protocols: MCP
Pricing: Price not supplied by publisher

Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.

Listing info 75/100
›

ainative-prd-mcp

official-mcp
Use case: commerce
Protocols: MCP
Pricing: Price not supplied by publisher

PRD Generator MCP — generate, validate, and manage Product Requirement Documents.

Listing info 75/100
›
Use case: infrastructure
Protocols: MCP
Pricing: Price not supplied by publisher

Strapi CMS MCP — natural-language content management: create, manage, and publish content.

Listing info 75/100
›
Use case: communication · productivity
Protocols: MCP
Pricing: Price not supplied by publisher

ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.

Listing info 75/100
›

AINDF

official-mcp
Use case: media · infrastructure
Protocols: MCP
Pricing: Price not supplied by publisher

Read-only MCP server for one AINDF design-system bundle: look up what it offers, validate screens.

Listing info 75/100
›

Indexed listings, not certifications. Completeness is not proof of working service. Prices and protocols are publisher declarations. How the index works