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.

77,115 indexed listings · Find reliable data · Reset filters

giveready

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

Search 41K+ nonprofits, get impact data, submit enrichments, donate USDC via x402.

Listing info 65/100
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Glade API

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

Amazon marketplace data for products, offers, reviews, sellers, search, categories, and deals.

Listing info 60/100

Metadata needs editorial review. This listing is separate from the editorial selection; no service failure is inferred.

›
Use case: data · security
Protocols: MCP
Pricing: Price not supplied by publisher

Verify business claims and audit text for unsourced data.

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

Read GoCanvas forms, submissions, users, dispatches and reference data; create dispatches.

Listing info 75/100
›

GoldenFlow

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

Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, databases.

Listing info 75/100
›

google-analytics

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

Query GA4 analytics data with custom reports, pivot tables, and audience exports

Listing info 65/100
›

google-search

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

Scrape Google search results with SERP data, ads, and knowledge panels

Listing info 65/100
›
Use case: data
Protocols: MCP
Pricing: Price not supplied by publisher

Read-only cannabis compound, receptor, anatomy and evidence data, every value sourced.

Listing info 75/100
›

GuardMarket

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

MCP client for commerce/data skills; requires a configured GuardMarket backend.

Listing info 75/100
›

habari-mcp

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

Kenya civic information guides: Gazette, tenders, open data, Parliament, feedback channels.

Listing info 75/100
›

HARBOR Port

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

Hosted MCP servers for US federal data: 19 servers, 147 tools, one endpoint.

Listing info 75/100
›

hazard

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

Disaster risk for any Japanese address from official government data. 6 hazards, sources cited.

Listing info 65/100
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Indexed listings, not certifications. Completeness is not proof of working service. Prices and protocols are publisher declarations. How the index works