Best Data & Analytics MCP Servers

MCP servers for data & analytics, what each one reports it can do, and whether Pod has verified it.

832 servers, ordered by adoption — npm downloads where a package exists, then reported issue volume. Pod has connected to 1 of them; the rest are publisher-reported and unverified.

Showing 351–375 of 832 · page 15 of 34.

Vaisala Xweather

Provides access to real-time, forecast, and historical weather intelligence for analysis and planning. Designed to support operational decisions outputs based on observed and forecast conditions.

19 tools reported — Publisher-reported; not verified by Pod.

Validis connects Claude to transaction level accounting data extracted from a company's source ledgers. Search and select engagements, pull standardised general ledger, accounts receivable, accounts payable, and trial balance data through a single consistent schema, regardless of the underlying accounting system. Run built-in analytics including financial ratios, AR and AP aging, working capital, revenue quality, ledger integrity, and fraud indicators, or query the underlying data directly. Designed for lenders, auditors, and finance teams who need fast, reliable access to financial data inside their AI workflows.

19 tools reported — Publisher-reported; not verified by Pod.

WitCloud

Ask questions about your business and get answers straight from your own data - no spreadsheets, no waiting on a report. WitCloud connects Claude to all your marketing, sales, and ecommerce data in one place, so you can explore customers, campaigns, and revenue just by chatting. Claude understands the context of your business, so the answers actually make sense for you.

19 tools reported — Publisher-reported; not verified by Pod.

Ace Work

Most companies have no idea how their own work gets done. Processes live in people's heads, SOPs go stale the day they're written, and nobody logs the workarounds that keep things running.

Ace Work fixes that. Connect it to Claude and your workflow documentation becomes something you talk to instead of a wiki nobody reads.

What you can do:

Capture new workflows in conversation. Claude interviews you about how a process really works and files it into your workspace, no forms, no blank templates.
Run any documented SOP step by step, with Claude walking you through the checklist and pulling in your other connected tools to do the actual work.
Log reality as it happens: how long a run really took, where you deviated from the documented process, and the friction points that slow you down. Everything lands as pending suggestions for human review, never silent edits.
Search and read your company's workflow library, scoped by company, division, and department.

Every run makes your documentation more honest. That's the point: SOPs that reflect how work actually happens, not how someone hoped it would.

Built by Ace Workflow. We fix work.

https://aceworkflow.io

18 tools reported — Publisher-reported; not verified by Pod.

Buildfire

Buildfire helps app owners manage their Buildfire apps directly from Claude. Users can list accessible apps, inspect installed features, search and create users, assign or remove tags, review app and plugin analytics, inspect plugin memory, find push notification groups, and schedule push notifications with confirmation-oriented dry runs.

18 tools reported — Publisher-reported; not verified by Pod.

Distribb

Distribb runs SEO end to end for your website. Connect your Distribb account and Claude becomes your SEO agent: it can run keyword research with real search volume and difficulty data, plan a content calendar, write SEO-optimized articles, and publish them straight to WordPress, Webflow, Shopify, Wix, Framer, Ghost, or Notion.

What you can do from Claude:

Keyword research and SEO strategy. Find keywords with search volume and difficulty, spot content gaps, and plan articles that target them.

Content writing and publishing. Create, edit, schedule, and publish blog articles to your connected CMS. Update live posts and sync edits without leaving the chat.

Backlinks and link building. Distribb runs a verified backlink exchange between real businesses. Check your backlink status, see every link you have received and given, and keep your link building moving.

Rank tracking and analytics. Pull Google Search Console performance: clicks, impressions, positions, and top queries for any window.

AI search visibility (GEO). Track how often ChatGPT, Claude, Gemini, and Perplexity cite your brand for the buyer prompts that matter, and find the gaps generative engine optimization should close.

Google Business Profile and local SEO. Monitor live Google reviews, reply to customers publicly, and keep your profile active.

Who it is for: founders, marketers, SEO agencies, and content teams who want search engine optimization, content marketing, and link building handled in one place, with Claude as the interface.

You need a Distribb account (distribb.io). Connect, approve access once, and every tool works against your own projects.

18 tools reported — Publisher-reported; not verified by Pod.

First Answer

Access your First Answer data directly from Claude: brand visibility, the AI responses behind the numbers, and the sources models cite. Track prompts across ChatGPT, Gemini, Perplexity and Google AI Mode, compare against competitors, and see which domains and pages drive your mentions.

18 tools reported — Publisher-reported; not verified by Pod.

Friday4:30

What Friday4:30 Does

Friday4:30 gives food and drink businesses one place to run a product safety event, from the first weak signal to the closing report.

Working directly in your workspace With this connector, Claude can:

• Declare an incident and seed its response tasks • Log and triage consumer complaints • Raise an awareness for a signal that isn't yet confirmed • Pull your product and supplier registers to scope a recall • Check the readiness score and what's dragging it down • Read the daily morning briefing, including matched external recall alerts

Reaching the wider record Beyond the named tools, a capability catalogue exposes the rest of the workspace (risk register, batches and shipments for traceability, Sedex audit findings, incident costs, drills, response meetings, comms templates, and the activity audit trail) so Claude can answer questions across the whole record.

Access and trust Every call acts as the signed-in user and is bound by that user's role and organisation, so Claude sees exactly what the person sees and nothing more. Workspace text written by outside parties (consumer complaints, imported tickets, news feeds) is fenced as untrusted data rather than instructions.

18 tools reported — Publisher-reported; not verified by Pod.

Hindsight

Hindsight is an AI-ready layer on top of your GTM data. It turns scattered, noisy revenue data — calls, emails, CRM notes, documents — into one verified record per deal that AI agents can reason over directly. The Hindsight MCP's deal search tools enable AI agents to search and select context from deals efficiently using a mix of semantic search and structured queries, allowing for simpler and more accurate workflows. The Knowledge Base tools allow you to provide your messaging, playbooks, and context. The Data Analysis tools allow you to create structured reports for things like win-loss analysis. Admins can use the MCP to manage context within the Hindsight platform.

18 tools reported — Publisher-reported; not verified by Pod.

Inflection.io

Inflection is a B2B marketing automation platform built for product-led companies — email campaigns, multi-step journeys, and segmentation driven by product usage and CRM data.

This connector gives Claude direct access to your Inflection workspace, so you can go from question to campaign without switching tools.

Create and manage campaign assets Draft emails, build journeys, and define segments in plain language. Claude can create new assets, patch existing ones, render a live preview before anything ships, and search what's already in your workspace.

Understand your data Browse your tenant's real data dictionary — entities, fields, value distributions — so campaigns are built against fields you actually have. Discover schemas across data domains, and look up individual contacts with their related records and activity.

Report on performance Pull aggregate analytics for campaigns and journey rollups, or drill into per-entity breakdowns: recipient lists, top links, and conversion paths.

Work with agents Dispatch specialist agents for building audiences, segments, emails, journeys, tokens and more.

Good for marketers spinning up a campaign from a plain-English brief, ops teams auditing what's live, and anyone who'd rather ask for last quarter's journey performance than build the report by hand.

Requires an Inflection account. Access is scoped to your workspace and follows your existing workspace permissions.

18 tools reported — Publisher-reported; not verified by Pod.

Inrō

Inrō is an Instagram automation platform that helps brands manage stories & posts, automate comments & DMs, and setup an Instagram AI agent. The MCP server gives Claude direct access to your Inrō workspace so it can inspect data, answer questions, and perform actions on your behalf.

With this connector, Claude can:

• Schedule and publish, posts, reels and stories • Create and edit automation scenarios on comments and DMs • Manage Instagram conversations and contacts • Search conversations and customer data • Organize contacts with folders, tags, and custom properties • Launch and monitor DM campaigns • Configure a DM AI agent with knowledge and actions • Build conversion flows with links, payments, bookings, and surveys • Access analytics and execution data

Whether you're creating a new Instagram funnel, finding customers who need follow-up, launching a campaign, or debugging an automation, Claude can interact directly with your Inrō account instead of requiring manual clicks.

18 tools reported — Publisher-reported; not verified by Pod.

Nimble

Nimble connects AI agents to the live web with vertically-tuned search, extraction, mapping, and crawling. Each query is routed to the right sources and returned as structured JSON instead of noisy text. Headless browsers fully render JavaScript-heavy and anti-bot-protected sites that indexed search tools can't reach. Focus modes (shopping, social, news, geo, general) tune sourcing and extraction per domain, so agents get task-ready data without extra LLM parsing calls. SOC 2 compliant and built for production scale.

18 tools reported — Publisher-reported; not verified by Pod.

OWOX Data Marts

OWOX Data Marts connects Claude to your company's governed analytics layer. Data Analysts define trusted Data Marts — metrics, dimensions, and join logic — on top of your own warehouse (BigQuery, Snowflake, Databricks, Redshift, Athena).

From Claude you can: • Discover the right data mart for any question with natural-language semantic search • Inspect a mart's fields, metrics, and joinable dimensions • Query governed data and get answers with server-side totals — computed from analyst-defined metrics and joins, never guessed from raw tables • See available destinations and manage recurring report run schedules

Every answer comes from analyst-approved definitions, so metrics stay consistent and joins are never hallucinated. Your data stays in your own warehouse — OWOX connects to it but never retains it.

18 tools reported — Publisher-reported; not verified by Pod.

Semji

Semji is a content platform for marketing teams. It helps them plan, score and improve content so it performs both on search engines (SEO) and in AI answers (GEO), while keeping the brand's own voice.

This connector gives Claude access to your Semji workspaces so the editorial workflow can be driven in conversation:

Browse workspaces, folders and the content pipeline, with the same filters as the app
Create content drafts in the planning, in bulk from a list of titles, focus keywords and URLs
Set a focus keyword on a content and run its SEO and GEO analysis
Read the resulting Content Score and the typed recommendations per surface: Google Search, Google AI Overview and ChatGPT
Update, assign and organise drafts, and mark a content as published
Launch AI drafting on a content and resolve it, with an explicit confirm step before anything is applied to the draft

Access follows the app's own permissions. A user only ever reaches the workspaces their Semji account already has access to, every call is scoped to their organization, and AI drafting is never applied to a draft without an explicit confirm.

Semji is used by marketing and SEO teams who own a measurable content pipeline. This connector is aimed at those teams, so they can keep working on that pipeline without leaving Claude.

18 tools reported — Publisher-reported; not verified by Pod.

Sponsara

Sponsara helps brands, agencies, and creators price and review YouTube sponsorships before they commit. Ask Claude what a channel is worth using current performance data and niche CPM benchmarks, or compare a creator quote with Sponsara pricing to get a proceed, counter, or clarify recommendation and a reply draft. Claude can also find creators, campaigns, deals, and follow-ups in your Sponsara workspace. Connections start read-only, with optional workflow updates for managing private records. New users can start a 14-day Growth trial to try Sponsara in Claude.

18 tools reported — Publisher-reported; not verified by Pod.

Well

Well is a business context layer. It connects your bank, invoicing, CRM, email, and accounting tools, then models them as one living graph your agents can reach over MCP.

Ask across every source at once. Read the schema and query invoices, companies, contacts, transactions, accounts, and journal entries, with relationship traversal and provenance on every record. Create and update companies, people, and invoices, all with idempotency so retries never double-apply.

The part that stands out: one Well connection reaches every other tool. Two bridge tools let Claude discover and invoke the tools from any app connected to your workspace (Stripe, Qonto, Pennylane, Notion and 140+ more), with no second login. We hold and refresh the auth, so nothing breaks between sessions.

Because the graph spans every tool, Claude answers questions no single app can. Match an invoice to a bank transaction to a vendor across different rails. Close your books from chat. Ask why the same vendor charged you twice, and get the answer.

One click to install with OAuth. Nothing to paste.

18 tools reported — Publisher-reported; not verified by Pod.

Agenticsis Visibility Monitor

Agenticsis Visibility Monitor reports how your company currently appears in AI answers and organic search. Connect it and ask Claude: How often do ChatGPT, Perplexity, Claude, and Google AI Overviews cite my brand for my tracked queries, and with what sentiment? What is my Share of Voice versus each competitor this month, and how is it trending? Where do my keywords rank, what do my backlink and traffic profiles look like, and which of the 54 checks in my AEO/SEO scorecard does my site pass or fail? What did the full-site technical crawl find, which entity signals (Wikidata, Crunchbase, schema consistency) is my Knowledge Panel readiness missing, and what does this week's market intelligence (fresh industry news, Perplexity research brief, real search volumes) say about my space? Every number is measured monthly by the Agenticsis pipeline from data sources Claude cannot query alone (DataForSEO, Firecrawl, Perplexity) and is scoped to your own company. Read-only measurement and reporting. Requires an active Agenticsis Visibility account.

17 tools reported — Publisher-reported; not verified by Pod.

Appstack

Appstack is the attribution platform for mobile app teams running paid ads — measuring every install, tracking real ROAS, and turning ad clicks into personalized user journeys.

This connector lets Claude query your app's live attribution and analytics data on demand — installs, ad spend, revenue, integration health, onboarding progress, saved dashboards, and per-user event journeys — and create or manage standard tracking links, all scoped to your own project.

Tools:

Account & scope — whoami, find_organization: see which apps/organizations you have access to.
Analytics — list_metrics, list_dimension_values, query_metrics: discover and query metrics, dimensions, and filter values.
Integrations & onboarding — list_integrations, get_onboarding_checklist: check integration health and setup progress.
Dashboards — list_dashboards, get_dashboard: pull existing saved dashboards' configured metrics.
User journeys — list_user_journeys, get_user_journey_filters, get_user_journey: per-user event timelines.
Links (write) — create_link, list_links, get_link, update_link, delete_link: create, read, update, and delete standard tracking links. The only tools that change data — everything else only reads.

Each connection is scoped to a single project (up to one iOS + one Android app) — Claude only ever sees the data that project is authorized for, never your whole organization. Connect via OAuth (recommended, self-serve) or a project-scoped API key.

17 tools reported — Publisher-reported; not verified by Pod.

Bloomberg Law

Connect Claude to Bloomberg Law MCP for access to a market-leading collection of federal and state court dockets. Search across cases, parties, courts, judges, filings, and keywords. Retrieve docket details and filing information; monitor matters with alerts and tracks; and surface litigation insights. Built for legal teams that need reliable docket research, case monitoring, and workflow integration powered by Bloomberg Law.

17 tools reported — Publisher-reported; not verified by Pod.

Databox

Connect Databox to your conversations and get instant answers about your business performance. Query metrics, explore trends, and analyze data from 100+ connected sources - all in plain language, no dashboard switching required. Make Databox a native part of your workflow - an always-on data layer that turns performance questions into clear, actionable answers.

17 tools reported — Publisher-reported; not verified by Pod.

Flodesk

Connects AI assistants to a Flodesk account's email-marketing analytics. Surfaces campaign, subscriber, form, segment, workflow, and checkout-revenue performance in natural language — including growth trends, top/bottom performers, and best send-time insights.

17 tools reported — Publisher-reported; not verified by Pod.

GlacierGrid

GlacierGrid connects your energy and facilities data to Claude so you can ask questions about your sites in plain language and get answers grounded in your own systems.

GlacierGrid monitors HVAC, refrigeration, and energy across multi-site operations: restaurants, c-stores, retail, and gyms. This connector gives Claude read-only access to the data behind that monitoring, scoped to your account.

Once connected, you can ask things like:

Which locations have open refrigeration alerts right now?
What did we save on energy last month, and where?
Show me HVAC status and any equipment trending toward failure.
What sensor readings triggered the alert at store 214?
Which sites had devices drop offline this week?

Claude answers using live data from your GlacierGrid account: portfolio overviews, issues and the notifications sent for them, energy savings, HVAC and refrigeration status, sensor readings, device connectivity, and weather context for a site.

It is built for operators running 50 or more locations who want facility answers without logging into a dashboard or exporting a report.

The connector is read-only. It retrieves and reports your data. It does not change setpoints, close alerts, or modify anything in your systems.

To use it you need an active GlacierGrid account. Access is scoped to the locations your account already covers.

17 tools reported — Publisher-reported; not verified by Pod.

Have I Been Pwned

Search email addresses and domains against the world's most widely used data breach corpus. Have I Been Pwned helps individuals determine whether their accounts have appeared in known breaches and enables organisations to investigate exposure across verified domains. Explore detailed breach information, identify exposed data types, review paste and stealer log exposure, and gain trusted security intelligence to better understand account compromise and cyber risk.

17 tools reported — Publisher-reported; not verified by Pod.

InfStones Blockchain Intelligence

Ask Claude anything on-chain. InfStones Blockchain Intelligence connects Claude to multiple blockchains through read-only tools that return conclusions, not raw data — powered by InfStones' own node infrastructure.

Diagnose & optimize:

Root-cause a failed transaction in one question (revert reason decoded)
Get three-tier gas recommendations with congestion trends
Estimate contract interaction costs via simulation before you commit
Check observable contract risk signals (not a security audit)
Follow the money: trace every internal transfer in a transaction — native + token flows, each hop labeled EOA or contract
Summarize any address's recent activity, resolve ENS names, check network health and congestion, and get block-level activity summaries

Also included: token & NFT holdings, transaction history, and market data lookups.

Setup takes one click: connect with your InfStones account via OAuth and endpoints for both chains are provisioned automatically — no API keys, no configuration. A free plan is created for you; upgrade anytime in the InfStones API Dapp for higher limits.

Every tool is strictly read-only. This connector never initiates transactions, signs messages, or touches private keys. Price and market data are objective information, not investment advice.

17 tools reported — Publisher-reported; not verified by Pod.

JP Bid

JP Bids は、中小企業庁官公需情報ポータルサイト (KKJ) の公開入札情報を MCP で提供するサーバーです。KKJや外部業務システムへの書き込みは行いません。

主な機能 / Key features:

官公需入札検索 — キーワード・都道府県・業種・資格等級で絞り込み検索
AI Bid Radar (rank_bids) — 自社条件でスコアリング・追跡優先度の自動判定
PDF/HTML 要件抽出 — 添付仕様書を一時取得して参加条件・期限を構造化
資格適合確認 — 自社の地域・カテゴリ・資格と入札条件を照合
CSV/ICS エクスポート — Google Sheets/Excel 用ショートリスト、Google Calendar/Outlook 用ICS
社内検討メモ・質問書ドラフト生成
MCP Apps UI — Claude.ai のサイドパネルで入札一覧・詳細・アクションを操作
落札傾向分析・発注機関レーダー

データ: 中小企業庁官公需情報ポータルサイト (https://www.kkj.go.jp/) の公開API。PDFは一時取得のみで保存しない。

対象ユーザー: 日本の中小企業・スタートアップ・行政書士・入札支援担当者。

認証: Remote endpoint は OAuth 2.0 または reviewer API key で接続します。Free ティアは4ツール、Pro/審査アカウントは全17ツール利用可。2026-07-01 までのbeta期間中は審査・初期ユーザー向けにPro表面を開放しています。

The server does not write to KKJ or external systems. It keeps only ephemeral session state for saved searches and may keep short-lived in-memory document cache for duplicate fetch prevention.

17 tools reported — Publisher-reported; not verified by Pod.

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