MCP Servers

H

HumanMirror Oracle

humanmirror.fr

Structured analysis API and remote MCP tool for text, JSON records and numeric series

H

HumanMirror Outcome

humanmirror.fr

Verified AI agent outcomes: secret scanning, JSON cleanup, dedupe, anomaly and schema checks

Agent cost, latency and quality analysis, report delivery and order status. Crypto payments paused

R

RASON

FrontlineSystems

Build, solve, and analyze RASON optimization, simulation, data science, and decision models

Search official Japanese government statistics (e-Stat): population, economy, labor, and more.

A

Apparent

apparent.fyi

Mobile app analytics in plain words: live activity, reviews and sales, ads, and why a number moved

Daily ranks of consumer AI apps across the App Store and Google Play. Read-only, ranks only

M

mcp-observability-server

gagandeeppra

MCP server for querying logs from observability platforms with unified search and tracing

A

AIWebSignals

Galanai

Public AI web-readiness scanner and machine-facing observability discovery service

Geospatial analysis: vector and raster GIS operations, cartographic maps, spatial data access

A

AI Pricing Hub

gishh

Source-backed AI model pricing, rankings, history, and benchmark data

P

parse

parse.gl

See how ChatGPT, Claude, Perplexity, and Gemini cite brands, prompts, and sources.

W

WaveGuard

gpartin

Anomaly detection API powered by physics simulation. Scan any data for outliers.

Analytical Re-Rate (RR) scores and 9-factor breakdowns on about 300 junior precious-metals miners

G

GF Agent Toll

hamadalmajdouie-rgb

GF Pick MCP: Saudi import costs and GCC commerce analytics. Free tool; x402 from 0.25 USDC.

Generate chart images (bar, hbar, stacked, line, area, scatter, pie, donut) as PNG/SVG for AI agents

S

sheetspec

helloo1568

Contract testing and quality gates for spreadsheets created by AI agents

B

BetterUmami

ig-imanish

Read-only website analytics, traffic statistics, and realtime insights from BetterUmami.

Indian government statistics and public data: economy, elections, health, agriculture and more

D

drishti

getdrishti.in

Indian media intelligence: bilingual sentiment, Tier 1 credibility, story clustering.

Bing Webmaster, IndexNow and Google Search Console for AI: rankings, indexing gaps, AI crawlers.

Ask your AI what's broken: incidents, monitors, servers, logs, errors and traces from Vigil.

Research iOS and Android apps, use keyword marketing tools, see app installs, revenue and SDKs.

AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Gemini.

M

mcp-clickhouse

infoinlet-marketplace

Read-only ClickHouse for AI agents: analytics queries, table inspection, sizes and health

M

mcp-data

infoinlet-marketplace

Tabular data for AI agents: load CSV/JSON/XLSX, query, group-by and stats (no database)

M

mcp-observability

infoinlet-marketplace

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch

Create branded short links and QR codes, and pull click analytics by country, device and referrer

I

Instoryview

instoryview

Instagram profiles, follower/following snapshots and changes, with budgeted public lookups

C

COS Monitor

internexio

Scores website pages for communication quality, tracks regressions, surfaces a fix queue.

A

AgentPing

agentping.io

Production observability for AI agents: search runs, read evaluations, acknowledge incidents

Read public pairwise-preference rankings and their statistical quality evidence. No API key

PDF engagement layer for apps and agents: tracking links, read analytics, and a full PDF toolset.

Your AppSigma workspace for agents: tracked apps, keyword positions, competitors, review insights.

App Store data for agents: app metadata, reviews, chart rankings, prices, in-app purchases.

App Store keyword rankings, competitors, markets, reviews and analytics for iOS apps, from your AI.

A

abs-mcp

ausdata.io

Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.

A

aemo-mcp

ausdata.io

Query the AEMO NEM in plain English — 5-min prices, demand, generation, rooftop PV.

A

ausdata.io — Australian Public Data

ausdata.io

Australian public data (ABS, RBA, ATO + 6 more) via the ausdata.io gateway. Free tier, no card.

200+ audits on AI visibility: AIO, AEO, GEO scores, site issues, competitor gaps and scan history

MCP server counts from the official registry, new servers per day, and MCP/A2A spec changes. As is.

Monitor AI search visibility, competitors, keywords, and sources; manage analyses and content

Inventory reorder plans from SKU sales, stock and lead times. $19 a run, paid by card

Connect your agent to branchly: manage content, prompts, actions, learn from analytics and insights

RUM platform for web performance analytics, Core Web Vitals, and third-party script monitoring.

Ask questions in plain language, get answers from your business database. No SQL required.

Nine chain onchain intelligence with a verifiable onchain signal attestation stream

Create surveys, launch them to real human respondents, and read the responses.

Read-only access to your Consequential eCommerce marketing analytics and attribution data

Build dashboards on your own data, including multi-customer views with per-customer login

D

Datagoat

datagoat.io

Governed decision engine: yes/no, score, choice and rank answers about cases, from past outcomes

Official UK, US and Australia public datasets as filtered CSV, REST API and MCP for AI agents

D

datavessel

datavessel.io

200+ read/write tools for GA4, Search Console, Google Ads, Shopify, WooCommerce, Shopware & more

D

DecaData Odyssey Lite

decadata.io

US point-of-sale sales for ~380 consumer companies: free search and samples, YoY growth for $0.01

Bounded CSV profiling plus review-only host monitoring requests through one remote MCP endpoint

Free AI-visibility and competitive Exposure Audit for any domain. No account, no API key

Privacy-first website analytics MCP server for ezStats with analytics, SEO, goals and MCP tools

F

FullClass

fullclass.io

Read-only studio reports from FullClass: upcoming classes, fill rates, bookings, and revenue.

SEO answers for AI agents: Search Console reads free, plus competitor, keyword, backlink, SERP data

G

Gajo URL Shortener

gajo.io

Shorten URLs, manage gajo.io short links, and view click analytics. Free account, no credit card