ai.mcpanalytics/analytics

REMOTE · API.MCPANALYTICS.AI · 2 COMPONENTS · SCANNED AUG 3

The statistical analyst in your AI chat — validated, citable, re-runnable analysis of your data.

Available components

remote · api.mcpanalytics.ai 36 remote · api.mcpanalytics.ai 72

+7 this week 72 72 Trust /100

Trust breakdown (6 categories)

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 Security83

The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
Authorisation is enforced on tool calls, but the challenge carries no valid RFC 9728 metadata, so a client cannot discover where to get a token. See how to fix → View diagnostics → Fail
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 Usability71

AI-judged instruction clarity (good).Pass
Tool/resource definitions use about 1278 tokens (~85/item across 15 items; 15 tools + 0 resources), lean.Pass
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
100% of tool parameters carry a description.Pass

Capabilities20

Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail

Install

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 · api.mcpanalytics.ai

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add --transport http ai-mcpanalytics-analytics https://api.mcpanalytics.ai/mcp/api-key

# ~/.codex/config.toml

[mcp_servers.ai-mcpanalytics-analytics]
url = "https://api.mcpanalytics.ai/mcp/api-key"

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-mcpanalytics-analytics": {
      "type": "remote",
      "url": "https://api.mcpanalytics.ai/mcp/api-key",
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add ai-mcpanalytics-analytics --url https://api.mcpanalytics.ai/mcp/api-key --transport streamable-http

# ~/.hermes/config.yaml

mcp_servers:
  ai-mcpanalytics-analytics:
    url: "https://api.mcpanalytics.ai/mcp/api-key"

// mcp.json

{
  "mcpServers": {
    "ai-mcpanalytics-analytics": {
      "type": "http",
      "url": "https://api.mcpanalytics.ai/mcp/api-key"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

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.

2 Aug 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.
31 Jul 26 +4
- 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
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
29 Jul 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.
28 Jul 26 +1

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
27 Jul 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
26 Jul 26 65

First indexed and scored.

Show 6 earlier entries Hide earlier entries

Diagnostics

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://api.mcpanalytics.ai/mcp/api-key

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject	Issuer	Valid from	Valid until	Key	Signature	Serial
CN=mcpanalytics.ai	CN=WE1,O=Google Trust Services,C=US	13 Jun 2026	11 Sept 2026	ECDSA 256	ECDSA-SHA256	5872c0f6488fa1bd135aada9c929ae06
SANs: mcpanalytics.ai, *.mcpanalytics.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 api.mcpanalytics.ai. — Not signed

Zone	DS	Keys	Algorithms	Outcome
.	trust_anchor	20326, 38696	8, 8	Verified
ai.	present	3799	8	Verified
mcpanalytics.ai.	absent			Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation

Authentication Challenged, unverified

The endpoint asked for a token, but we could not retrieve and validate the RFC 9728 metadata that tells a client how to obtain one.

Result	Challenged, unverified
Enforced	On tool calls
HTTP status	200

WWW-Authenticate challenge API-Key realm="https://api.mcpanalytics.ai"

API-Key realm="https://api.mcpanalytics.ai"

Header	Value
x-content-type-options	nosniff
x-frame-options	SAMEORIGIN
referrer-policy	strict-origin-when-cross-origin

Protected resource metadata

Retrieved	No
Problem	no_resource_metadata

Transports 2 probes

Transport	URL	Outcome	Status	Location
streamable-http	https://api.mcpanalytics.ai/mcp/api-key	Verified	200
http (plaintext)	http://api.mcpanalytics.ai/mcp/api-key	HTTPS enforced	301	https://api.mcpanalytics.ai/mcp/api-key

MCP tools — 15 exposed · ~1,156 tokens

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.

Tool Tokens

about ~39

Platform documentation and info — how it works, tiers, usage.

Input Output Examples

Name	Type	Req	Description
topic	string	yes	Topic: platform, manual, connectors, or a docs section

No output schema declared.

No examples provided.

account_link ~51

Direct link to the right account page for anything not doable in chat — billing, browser upload, report management. Hand the user the link and guide them.

Input Output Examples

Name	Type	Req	Description
section	string	—	Where to send the user

No output schema declared.

No examples provided.

agent_advisor ~39

AI help desk — which analysis fits your question, interpreting results, fixing errors. Multi-turn.

Input Output Examples

Name	Type	Req	Description
message	string	yes	Your question or request

No output schema declared.

No examples provided.

ask_library ~42

Ask a question across all your delivered analyses — synthesized answer with citations back to specific reports.

Input Output Examples

Name	Type	Req	Description
question	string	yes	Plain-language question to answer from your report library

No output schema declared.

No examples provided.

build_status ~65

Check a commissioned build in-chat: stage progress, queue position, rejection reason if the data didn't match the objective, honest ETA, report link when delivered.

Input Output Examples

Name	Type	Req	Description
pipeline_id	integer	—	pipeline_id from create_analysis
track_token	string	—	Token from the tracking URL

No output schema declared.

No examples provided.

create_analysis ~282

Commission a NEW analysis built for your question. tier is REQUIRED — the user picks. Easiest: fuzzy_request (plain language) + dataset_ref + tier. Snapshot = instant automated report (~2-10 min). JSON = a fast computed answer, numbers + method, re-runnable tool you own (~5 min). Brief = the computed answer on a one-page report — chart, numbers, method (~7 min). Deck = commissioned deep analysis, a durable re-runnable module you own (30-45 min). Failed builds are never billed.

Input Output Examples

Name	Type	Req	Description
column_mapping	object	—	Optional semantic-to-real column map (hint only)
dataset_ref	string	—	Single-dataset URI: 'uuid://UUID:KEY'
datasets_refs	object	—	Multi-dataset URIs keyed by role
fuzzy_request	string	—	Plain-language description of the analysis you want
notes	string	—	Optional context for the build — constraints, definitions, or preferences the analyst agents should honor
specification	object	—	Full 11-field spec (legacy path — prefer fuzzy_request)
tier	string	—	snapshot = instant report (~2-10 min); json = fast computed answer (~5 min, default); brief = one-page report of the answer (~7 min); deck = commissioned re-runnable module (30-45 min)

No output schema declared.

No examples provided.

datasets_list ~65

List and search your uploaded datasets — fuzzy matching on name, description, and tags. Returns each dataset's uuid:// reference for use in create_analysis and run_analysis.

Input Output Examples

Name	Type	Req	Description
limit	integer	—	Max results
search	string	—	Search by name, description, or tags

No output schema declared.

No examples provided.

datasets_upload ~87

Get your data in. Pass `data` as an array of row objects to create the dataset immediately and get a dataset_ref ready for create_analysis; omit it to get an upload link for a file only the user can reach.

Input Output Examples

Name	Type	Req	Description
data	array	—	Rows as an array of flat objects — creates the dataset in one call
expires_in	integer	—	Token expiration in seconds

No output schema declared.

No examples provided.

discover_tools ~85

Browse the analyses you can run — the ones you commissioned plus the platform Standard Library (prebuilt tools; each result tagged source:'own' or 'standard_library'). Plain-language match; no query lists everything, your own first. Nothing fits? Commission it with create_analysis.

Input Output Examples

Name	Type	Req	Description
query	string	—	Plain-language search over your library + the Standard Library; omit to list everything

No output schema declared.

No examples provided.

modify_analysis ~156

Modify an EXISTING analysis into a new version — reword the question, swap the method, or add a variable. Pass tool_name + changes (plain language). Rebuilds on the analysis's own dataset by default; the original stays put. Returns pipeline tracking — follow with build_status.

Input Output Examples

Name	Type	Req	Description
changes	string	yes	What to change, in plain language, e.g. 'also break it down by region' or 'use a random forest instead'
dataset_ref	string	—	Optional — rebuild against a different dataset ('uuid://UUID:KEY')
tier	string	—	Optional — change the depth of the new version
tool_name	string	yes	The analysis to modify (from discover_tools or your library)

No output schema declared.

No examples provided.

report_cards ~47

Browse a delivered report's individual cards (charts, tables, insights) inline in chat.

Input Output Examples

Name	Type	Req	Description
processing_id	string	yes	The report's processing id, returned by run_analysis or build_status

No output schema declared.

No examples provided.

reports_list ~57

Your report library — every analysis delivered, with status and links. Pass semantic_query to search report content in plain language.

Input Output Examples

Name	Type	Req	Description
limit	integer	—	Max results
semantic_query	string	—	Natural-language search over your reports' content

No output schema declared.

No examples provided.

reports_view ~39

Get a shareable browser link for a report — viewable without authentication.

Input Output Examples

Name	Type	Req	Description
processing_id	string	yes	Processing ID from run_analysis / reports_list

No output schema declared.

No examples provided.

run_analysis ~69

Run an analysis on your data. Returns a shareable interactive report URL — validated statistics you can cite, re-run, and share.

Input Output Examples

Name	Type	Req	Description
taskList	object	yes	Execution inputs. Call tools_schema first for the analysis-specific fields.
tool_name	string	yes	Name of the analysis to run

No output schema declared.

No examples provided.

tools_schema ~33

Get an analysis's parameter schema — ALWAYS call before run_analysis.

Input Output Examples

Name	Type	Req	Description
tool_name	string	yes	Name of the analysis

No output schema declared.

No examples provided.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

26 Jul 3 Aug

Day	Score
26 Jul	65
27 Jul	65
28 Jul	66
29 Jul	67
30 Jul	67
31 Jul	71
1 Aug	71
2 Aug	72
3 Aug	72