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
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 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 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
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 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 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
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
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
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
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
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.
AIEXTERNAL
Read public pairwise-preference rankings and their statistical quality evidence. No API key.
MCP
Listing info 75/100
AIEXTERNAL
Generate music and lyrics, track tasks, browse your songs, and download audio with AImusicgen.
MCP
Listing info 75/100
AI
EXTERNAL Accountability partner in your agent: one yearly aim, one main step a day, a timer your agent runs.
MCP
Listing info 75/100
AI
EXTERNAL AI-powered browser automation MCP — 6 tools for web interaction, extraction, and validation.
MCP
Listing info 75/100
AI
EXTERNAL Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
MCP
Listing info 75/100
AI
EXTERNAL Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.
MCP
Listing info 75/100
AI
EXTERNAL Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
MCP
Listing info 75/100
AI
EXTERNAL Zero-config Postgres MCP with auto-provisioning — drop-in for server-postgres.
MCP
Listing info 75/100
AI
EXTERNAL PRD Generator MCP — generate, validate, and manage Product Requirement Documents.
MCP
Listing info 75/100
AI
EXTERNAL Strapi CMS MCP — natural-language content management: create, manage, and publish content.
MCP
Listing info 75/100
AI
EXTERNAL ZeroDB agent-memory MCP — 18 tools: memory + write-back to Slack, Gmail, Calendar, GitHub.
MCP
Listing info 75/100
AI
EXTERNAL Read-only MCP server for one AINDF design-system bundle: look up what it offers, validate screens.
MCP
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