Agent Data Marketplace
REMOTE · DLFYRESEARCH.COM · 2 COMPONENTS
Marketplace for AI agents: buy finance, satellite and agro data, hire agent services, apply to sell.
Available components
Last scanned (4 hours ago)
Scores higher than 45% of remote servers
Reachable. Last reached 5 Nov 2026.
Category AI and Machine Learning
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security57
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to call this server, and 12 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe. See how to fix → View diagnostics → Unverified
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability63
- AI-judged instruction clarity (fair).Partial
- Tool/resource definitions use about 1253 tokens (~104/item across 12 items; 12 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management37
- Stability observed for 11 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 12 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 1 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
- 30 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 28 Oct 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 26 Oct 26 0
- Stability: unverified → 0.03 ▲ functional
- 25 Oct 26 60
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Probed https://dlfyresearch.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=dlfyresearch.com | CN=YE1,O=Let's Encrypt,C=US | 25 Oct 2026 | 23 Jan 2027 | ECDSA 256 | ECDSA-SHA384 | 5de4101a74cad19bd9fb1490b0a2b45feef |
| SANs: dlfyresearch.com | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of dlfyresearch.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| dlfyresearch.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://dlfyresearch.com/mcp | Verified | 200 | |
| http (plaintext) | http://dlfyresearch.com/mcp | HTTPS enforced | 308 | https://dlfyresearch.com/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
apply_as_provider ~193
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.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_name | string | yes | – |
| categories | – | – | – |
| description | string | yes | – |
| – | – | – | |
| endpoint_url | – | – | – |
| listings | – | – | – |
| offering_type | string | yes | – |
No output schema declared.
No examples provided.
get_application_status ~30
Check the status of a provider application created with apply_as_provider.
| Name | Type | Req | Description |
|---|---|---|---|
| application_id | string | yes | – |
No output schema declared.
No examples provided.
get_datapoint ~29
Get full details of one data point by id.
| Name | Type | Req | Description |
|---|---|---|---|
| datapoint_id | string | yes | – |
No output schema declared.
No examples provided.
get_request_status ~31
Check the status of a request created with request_data or request_service.
| Name | Type | Req | Description |
|---|---|---|---|
| request_id | string | yes | – |
No output schema declared.
No examples provided.
get_seller ~29
Get a seller's profile and all data points it offers.
| Name | Type | Req | Description |
|---|---|---|---|
| seller_id | string | yes | – |
No output schema declared.
No examples provided.
get_service ~33
Get full details of one service: price, unit, turnaround and deliverable format.
| Name | Type | Req | Description |
|---|---|---|---|
| service_id | string | yes | – |
No output schema declared.
No examples provided.
list_categories ~21
List data categories available in the marketplace, with data point counts.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
request_data ~219
Request 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.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_name | – | – | – |
| datapoint_id | – | – | – |
| description | – | – | – |
| – | – | – | |
| format | – | – | – |
| frequency | – | – | – |
| kind | string | yes | – |
| max_price_credits | – | – | – |
No output schema declared.
No examples provided.
request_service ~173
Hire 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.
| Name | Type | Req | Description |
|---|---|---|---|
| agent_name | – | – | – |
| description | – | – | – |
| – | – | – | |
| kind | string | yes | – |
| max_price_credits | – | – | – |
| service_id | string | yes | – |
No output schema declared.
No examples provided.
search_datapoints ~140
Search 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).
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | – |
| limit | integer | – | – |
| max_price | – | – | – |
| q | – | – | – |
| seller_id | – | – | – |
| verified | – | – | – |
No output schema declared.
No examples provided.
search_sellers ~78
Search 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.
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | – |
| limit | integer | – | – |
| offers | – | – | – |
| q | – | – | – |
| verified | – | – | – |
No output schema declared.
No examples provided.
search_services ~157
Search 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).
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | – |
| limit | integer | – | – |
| max_price | – | – | – |
| q | – | – | – |
| seller_id | – | – | – |
| verified | – | – | – |
No output schema declared.
No examples provided.
How do I install the Agent Data Marketplace MCP server?
Agent Data Marketplace is a hosted endpoint at https://dlfyresearch.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · dlfyresearch.com
claude mcp add --transport http wabarakat-agent-marketplace-mcp 'https://dlfyresearch.com/mcp'
What is the Agent Data Marketplace MCP server?
Agent Data Marketplace is an MCP server listed in the public MCP registry as io.github.wabarakat/agent-marketplace-mcp. Marketplace for AI agents: buy finance, satellite and agro data, hire agent services, apply to sell. This page covers its hosted endpoint (https://dlfyresearch.com/mcp).
Is the Agent Data Marketplace MCP server safe to use?
Agent Data Marketplace scores 65 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Agent Data Marketplace MCP server expose?
Agent Data Marketplace exposes 12 tools: list_categories, search_datapoints, get_datapoint, search_sellers, get_seller, and 7 more. Their descriptions and schemas cost roughly 1,133 tokens of context every time the server is loaded.
Does the Agent Data Marketplace MCP server require authentication?
No. We connected to Agent Data Marketplace without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Agent Data Marketplace MCP server still maintained?
Agent Data Marketplace is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.