LiveDataLink
REMOTE · LIVEDATALINK.AI · SCANNED AUG 3
One key for 284 tools across 59 US public-data domains. Resale-safe government and open data.
Available components
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 →
Endpoint Security74
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- 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 Usability77
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 54094 tokens (~188/item across 287 items; 284 tools + 3 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
- Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 99% of tool parameters carry a description.Partial
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.
remote · livedatalink.ai
claude mcp add --transport http blackboxfoundry-livedatalink https://livedatalink.ai/mcp
[mcp_servers.blackboxfoundry-livedatalink] url = "https://livedatalink.ai/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"blackboxfoundry-livedatalink": {
"type": "remote",
"url": "https://livedatalink.ai/mcp",
"enabled": true
}
}
} openclaw mcp add blackboxfoundry-livedatalink --url https://livedatalink.ai/mcp --transport streamable-http
mcp_servers:
blackboxfoundry-livedatalink:
url: "https://livedatalink.ai/mcp" {
"mcpServers": {
"blackboxfoundry-livedatalink": {
"type": "http",
"url": "https://livedatalink.ai/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
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.
- 3 Aug 26 +1
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 2 Aug 26 0
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 1 Aug 26 0
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 31 Jul 26 +3
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 30 Jul 26 0
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 29 Jul 26 +1
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 28 Jul 26 +4
- First check of Schema quality: 100 functional
- This server's schema is too large to store in full, so we cannot compare its tools day to day functional
- 27 Jul 26 +3
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
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 3 Aug 2026 · Probed https://livedatalink.ai/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=livedatalink.ai | CN=WE1,O=Google Trust Services,C=US | 19 Jul 2026 | 17 Oct 2026 | ECDSA 256 | ECDSA-SHA256 | 72bfd5c41e54fe6213f93b6056dafc0e |
| SANs: livedatalink.ai, *.livedatalink.ai | ||||||
| CN=WE1,O=Google Trust Services,C=US (CA) | CN=GTS Root R4,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | ECDSA 256 | ECDSA-SHA384 | 7ff31977972c224a76155d13b6d685e3 |
| CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 15 Nov 2023 | 28 Jan 2028 | ECDSA 384 | SHA256-RSA | 7fe530bf331343bedd821610493d8a1b |
DNSSEC insecure
Validation of livedatalink.ai. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| ai. | present | 3799 | 8 | Verified |
| livedatalink.ai. | 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 |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://livedatalink.ai/mcp | Verified | 200 | |
| http (plaintext) | http://livedatalink.ai/mcp | HTTPS enforced | 301 | https://livedatalink.ai/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.
air_quality ~163
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| location | string | yes | — |
No output schema declared.
No examples provided.
bank_health_report ~275
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| bank | string | — | — |
| cert | string | — | — |
| dry_run | boolean | — | — |
No output schema declared.
No examples provided.
beneficial_owner_screen ~435
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| company | string | — | — |
| dry_run | boolean | — | — |
| lei | string | — | — |
No output schema declared.
No examples provided.
bls_indicator ~227
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| end_year | number | — | — |
| indicator | string | — | — |
| start_year | number | — | — |
No output schema declared.
No examples provided.
bls_series ~148
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| end_year | number | — | — |
| series_id | string | yes | — |
| start_year | number | — | — |
No output schema declared.
No examples provided.
book_details ~115
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| gutenberg_id | number | yes | — |
No output schema declared.
No examples provided.
book_fulltext_search ~196
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| gutenberg_id | number | — | — |
| limit | number | — | — |
| query | string | yes | — |
No output schema declared.
No examples provided.
book_get_text ~170
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| from_seq | number | — | — |
| gutenberg_id | number | yes | — |
| max_passages | number | — | — |
No output schema declared.
No examples provided.
book_search ~247
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| author | string | — | — |
| dry_run | boolean | — | — |
| language | string | — | — |
| limit | number | — | — |
| query | string | — | — |
| subject | string | — | — |
No output schema declared.
No examples provided.
book_status ~102
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
No output schema declared.
No examples provided.
bounce_scanner ~316
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| lookback_days | number | — | — |
| ma_period | number | — | — |
| proximity_pct | number | — | — |
| rsi_threshold | number | — | — |
| symbol | string | — | — |
| symbols | array | — | — |
No output schema declared.
No examples provided.
candlestick_signals ~173
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| lookback_days | number | — | — |
| symbol | string | yes | — |
No output schema declared.
No examples provided.
cargo_crate ~98
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| name | string | yes | — |
No output schema declared.
No examples provided.
carrier_vetting_score ~337
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dot | number | — | — |
| dry_run | boolean | — | — |
| mc | number | — | — |
| name | string | — | — |
No output schema declared.
No examples provided.
caselaw_case_details ~119
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| id | number | yes | — |
No output schema declared.
No examples provided.
caselaw_citation_lookup ~144
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| citation | string | yes | — |
| dry_run | boolean | — | — |
No output schema declared.
No examples provided.
caselaw_opinion_text ~161
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| id | number | yes | — |
| max_chars | number | — | — |
No output schema declared.
No examples provided.
caselaw_search ~245
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| court | string | — | — |
| dry_run | boolean | — | — |
| end_date | string | — | — |
| jurisdiction | string | — | — |
| limit | number | — | — |
| query | string | — | — |
| start_date | string | — | — |
No output schema declared.
No examples provided.
cdc_dataset_query ~208
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dataset | string | yes | — |
| dry_run | boolean | — | — |
| limit | number | — | — |
| order | string | — | — |
| select | string | — | — |
| where | string | — | — |
No output schema declared.
No examples provided.
cdc_drug_overdose_deaths ~171
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| indicator | string | — | — |
| limit | number | — | — |
| state_name | string | — | — |
No output schema declared.
No examples provided.
cdc_excess_deaths_covid ~157
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| outcome | string | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cdc_flu_surveillance ~132
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| season | string | — | — |
| statename | string | — | — |
No output schema declared.
No examples provided.
cdc_leading_causes_of_death ~163
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| cause_name | string | — | — |
| dry_run | boolean | — | — |
| limit | number | — | — |
| state | string | — | — |
| year | number | — | — |
No output schema declared.
No examples provided.
cdc_outbreak_reports ~163
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| etiology | string | — | — |
| limit | number | — | — |
| state | string | — | — |
| year | number | — | — |
No output schema declared.
No examples provided.
cdc_vaccination_coverage ~134
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| recip_county | string | — | — |
| recip_state | string | — | — |
No output schema declared.
No examples provided.
cdc_weekly_deaths_by_state ~195
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| cause | string | — | — |
| dry_run | boolean | — | — |
| limit | number | — | — |
| state | string | — | — |
| year | number | — | — |
No output schema declared.
No examples provided.
census_business ~326
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | — | — |
| dry_run | boolean | — | — |
| level | string | yes | — |
| msa | string | — | — |
| naics | string | — | — |
| place | string | — | — |
| state | string | — | — |
| tract | string | — | — |
| year | number | — | — |
| zcta | string | — | — |
No output schema declared.
No examples provided.
census_commute_employment ~293
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | — | — |
| dry_run | boolean | — | — |
| level | string | yes | — |
| msa | string | — | — |
| place | string | — | — |
| state | string | — | — |
| tract | string | — | — |
| year | number | — | — |
| zcta | string | — | — |
No output schema declared.
No examples provided.
census_demographics ~308
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | — | — |
| dry_run | boolean | — | — |
| level | string | yes | — |
| msa | string | — | — |
| place | string | — | — |
| state | string | — | — |
| tract | string | — | — |
| year | number | — | — |
| zcta | string | — | — |
No output schema declared.
No examples provided.
census_geography_lookup ~164
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| level | string | — | — |
| limit | number | — | — |
| query | string | yes | — |
No output schema declared.
No examples provided.
census_income_housing ~302
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | — | — |
| dry_run | boolean | — | — |
| level | string | yes | — |
| msa | string | — | — |
| place | string | — | — |
| state | string | — | — |
| tract | string | — | — |
| year | number | — | — |
| zcta | string | — | — |
No output schema declared.
No examples provided.
census_population ~306
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| county | string | — | — |
| dry_run | boolean | — | — |
| level | string | yes | — |
| msa | string | — | — |
| place | string | — | — |
| state | string | — | — |
| tract | string | — | — |
| year | number | — | — |
| zcta | string | — | — |
No output schema declared.
No examples provided.
cfpb_complaint_aggregations ~123
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| company | string | — | — |
| dry_run | boolean | — | — |
| facet | string | yes | — |
No output schema declared.
No examples provided.
cfpb_complaint_detail ~93
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| complaint_id | string | yes | — |
| dry_run | boolean | — | — |
No output schema declared.
No examples provided.
cfpb_complaint_trends ~198
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| date_received_max | string | — | — |
| date_received_min | string | — | — |
| dry_run | boolean | — | — |
| lens | string | yes | — |
| product | string | — | — |
| sub_lens | string | — | — |
| trend_depth | number | — | — |
| trend_interval | string | — | — |
No output schema declared.
No examples provided.
cfpb_search_complaints ~256
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| company | string | — | — |
| date_received_max | string | — | — |
| date_received_min | string | — | — |
| dry_run | boolean | — | — |
| from | number | — | — |
| has_narrative | boolean | — | — |
| product | string | — | — |
| search_term | string | — | — |
| size | number | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cfpb_state_complaints ~125
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| date_received_max | string | — | — |
| date_received_min | string | — | — |
| dry_run | boolean | — | — |
| product | string | — | — |
No output schema declared.
No examples provided.
cfpb_suggest_company ~105
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| text | string | yes | — |
No output schema declared.
No examples provided.
chemical_hazards ~212
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| query | string | yes | — |
No output schema declared.
No examples provided.
chemical_lookup ~192
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| query | string | yes | — |
No output schema declared.
No examples provided.
clinical_site_selector ~420
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| city | string | — | — |
| condition | string | yes | — |
| dry_run | boolean | — | — |
| specialty | string | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cms_home_health_search ~141
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| name_contains | string | — | — |
| offset | number | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cms_hospice_search ~139
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| name_contains | string | — | — |
| offset | number | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cms_hospital_search ~176
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| city | string | — | — |
| dry_run | boolean | — | — |
| limit | number | — | — |
| name_contains | string | — | — |
| offset | number | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
cms_nursing_home_search ~145
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| limit | number | — | — |
| name_contains | string | — | — |
| offset | number | — | — |
| state | string | — | — |
No output schema declared.
No examples provided.
college_accreditation ~97
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| unit_id | string | yes | — |
No output schema declared.
No examples provided.
college_compare ~97
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| unit_ids | array | yes | — |
No output schema declared.
No examples provided.
college_demographics ~104
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| unit_id | string | yes | — |
No output schema declared.
No examples provided.
college_metrics ~120
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| unit_id | string | yes | — |
No output schema declared.
No examples provided.
college_outcomes_by_program ~100
No description provided.
| Name | Type | Req | Description |
|---|---|---|---|
| dry_run | boolean | — | — |
| unit_id | string | yes | — |
No output schema declared.
No examples provided.