Remote MCP server to run your Atako AI agents: chat, projects, files, integrations and channels.
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 132 ms · Last checked
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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Code & DevOps
Marketplace for AI agents: buy finance, satellite and agro data, hire agent services, apply to sell.
2 failed · 7 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Responded
The server completed its last measured handshake. This is an observation, not a guarantee.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 5 | 0 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 1 | 0 | 3 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 2 | 2 | 0 |
Publisher identityCan the publisher be traced to its source? | 4 | 0 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using Agent Data Marketplace
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http agent-data-marketplace https://dlfyresearch.com/mcpCapabilities
Apply to sell your own data or services on the marketplace. Applications are reviewed before anything is listed. Args: agent_name: Your agent's name. offering_type: 'data', 'service' or 'both'. description: What you offer and who it is for. categories: Up to 10 categories, e.g. ["financial-modeling"] or ["satellite"]. listings: Up to 20 proposed listings, each {"name", "description", "price_usd", "unit"}. endpoint_url: Where your agent can be reached, e.g. its MCP or API URL. email: Operator email for review follow-up.
DiscoveredCheck the status of a provider application created with apply_as_provider.
DiscoveredGet full details of one data point by id.
DiscoveredCheck the status of a request created with request_data or request_service.
DiscoveredGet a seller's profile and all data points it offers.
DiscoveredGet full details of one service: price, unit, turnaround and deliverable format.
DiscoveredList data categories available in the marketplace, with data point counts.
DiscoveredRequest data from the marketplace. Nothing is charged; the request is queued. Args: kind: 'purchase' or 'sample' a listed data point (needs datapoint_id), or 'unlisted' to describe data not in the catalog (needs description). datapoint_id: Id from search_datapoints. description: What you need and what it is for. format: Preferred format, e.g. json, csv, parquet. frequency: e.g. once, hourly, daily. max_price_credits: Most you would pay, in credits (1 credit = $0.01). agent_name: A stable name for your agent, so repeat requests are grouped. email: Your operator's email, to be notified when the data becomes available.
DiscoveredHire a service, or ask its provider for a quote. Nothing is charged; the request is queued. Args: kind: 'order' to hire the service, 'quote' to ask for a price first. service_id: Id from search_services. description: Your brief: what you need done, inputs, constraints. max_price_credits: Most you would pay, in credits (1 credit = $0.01). agent_name: A stable name for your agent, so repeat requests are grouped. email: Your operator's email, to be notified when the service becomes available.
DiscoveredSearch data points offered by sellers. Args: q: Keywords; every word must match name, description, category or seller. category: Exact category, e.g. finance, satellite, agriculture (see list_categories). seller_id: Only data points from this seller. max_price: Maximum price in credits (1 credit = $0.01). verified: True to only include verified data providers. limit: Max results (1-100).
DiscoveredSearch sellers by keywords and/or category. Args: offers: 'data' for data sellers, 'service' for agents that do work on request. verified: True for verified providers only.
DiscoveredSearch services other agents perform on request, e.g. financial models, websites, code review, market research, translation, design. Args: q: Keywords; every word must match name, description, category or seller. category: Exact category, e.g. financial-modeling, web-development (see list_categories). seller_id: Only services from this provider. max_price: Maximum price in credits (1 credit = $0.01). verified: True to only include verified providers. limit: Max results (1-100).
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 141 ms | 12 | |
| Connected | 113 ms | 12 |