"Understanding File Usage" matching MCP servers:

Enables checking lead rows, CSV files, or Apify datasets for duplicates, email syntax and risk signals, domain issues, missing fields, and stale dates, returning a per-row import, review, or reject verdict so only clean records reach a CRM or sequencer.

Enables an AI assistant to answer customer-success questions by synthesizing simulated billing, support ticket, and product usage data into composite churn-risk scores, bands, and plain-language explanations for fictional accounts. It exposes raw-data tools, a synthesis tool, and a methodology resource so users can list at-risk accounts or get a per-account health summary.

Model Context Protocol server for the Apideck Unified API. Connect any MCP-compatible agent framework to 100+ accounting systems, HRIS platforms, file storage providers, and more through one integration. More information https://www.apideck.com/mcp-server

Enables users to manage contacts, deals, follow-ups, activities, pipeline summaries, and outreach drafts stored in a local JSON file, with every write requiring an explicit preview and confirmation before it is applied. It operates without network access and never sends messages.

Enables natural language interaction with the Movidesk public API for managing tickets and persons/organizations, including CRUD operations and file attachments.

Stateless HTTP MCP service that exposes the Pax8 Partner API as tools for AI assistants to query companies, subscriptions, invoices, orders, products, and usage data.

Connects AI assistants to Custify customer success data for querying account metrics, health scores, and usage trends. It also supports taking actions such as creating notes, managing tasks, and triggering playbooks.

Enables Claude to answer plain-English questions about a GTM engineer agent's own work — client ICPs, run history and costs, buying-signal alerts, lists, and ranked prospect fit scores — by reading the research files that agent writes, with every answer citing its source file. It also exposes one guarded action tool that starts a new prospect research run only after a cost preview, an explicit confirmation, and daily run/spend cap checks.

Enables Claude and other MCP clients to manage a small-business back office, including clients, quotes, invoices, payments, reports, and PDF invoice export, while keeping data in a local SQLite file.

Enables pest control business owners using Fieldwork to ask plain-English questions about customers, invoices, product usage, schedules, and technicians, returning clear answers from the Fieldwork API. Read-only access with no ability to modify jobs, customers, or payments.

Enables AI agents to manage a fully customizable CRM, including contacts, companies, sales pipelines, custom objects and fields, file uploads, and data relationships via MCP over HTTP.

Enables AI assistants to manage customer support for a fictional candle shop, including order lookup, customer file access, and safe refund processing with server-side safety rules.

Enables AI assistants to manage film equipment inventory, clients, rental sessions, and statistics through the Film Equipment Rental WordPress plugin API.

Enables AI assistants to search for verified local-business leads by niche and US location, check email deliverability and phone details, filter collected leads, and export or schedule results to CRM, spreadsheet, or file destinations. It also supports advanced multi-keyword searches, lead estimates, integrations, and automation management through natural language.

A local-first MCP server for tracking job applications, companies, and vacancies, storing everything in a single SQLite file and exposing 19 tools for managing the job search from clients like Claude.

MCP server for Rakuraku Hanbai (楽楽販売) that enables Claude to call the official API for file upload, CSV import/export, and record CRUD operations through natural language. It supports authentication via API token and can be deployed on cloud platforms like Render.

An MCP server that provides AI agents with database tools for querying customer profiles and financial audit data, featuring semantic caching and automatic cache invalidation via webhooks to optimize performance and token usage.

Integrates Lever ATS with Claude Desktop to manage hiring pipelines through natural language, offering tools for candidate search, pipeline management, file and application handling, and advanced sourcing.

Provides deterministic mock customer health, product usage, and recommended playbook data via three MCP tools for a Customer Success Orchestrator demo.

Provides MCP tools that let an agent retrieve customer account, product usage, interaction, and support summaries, and create follow-up tasks after user approval.