"Information on agent swarm architecture" matching MCP servers:

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

Enables AI agents to manage CRM data including companies, contacts, prospects, pipelines, forecasts, and tasks via typed MCP tools, with local SQLite storage and a JSON CLI.

Free, open-source MCP server that connects Claude to the Shopify Partner API. 25 tools for revenue analytics, churn analysis, retention cohorts, merchant health scoring, conversion funnels, revenue forecasting, and growth velocity.

Enables any MCP client to run natural-language queries and actions against CRM and ticket systems, with schema-validated tools, audit logging, and server-side write gating.

Enables foreign trade sales workflows by orchestrating market scanning, product selection, customer profiling, credit checks, outreach drafting, and quotation calculations with source-traceable, three-category conclusions.

Enables MCP-compatible AI clients to securely search and retrieve Bullhorn jobs, candidates, and placements, manage candidate files and resumes, and run generic entity searches/queries without exposing credentials.

Enables creating and deploying Agentforce agents to Salesforce by gathering requirements and generating agent metadata.

Enables MCP clients to list customer accounts, retrieve event timelines, get next-action recommendations, and push tasks to a CRM.

Enables users to combine CRM identity records, operational policy and ticket data, policy documents, call transcripts, and case notes, then reconcile them and identify tickets that require human escalation.

An MCP server that allows agents to perform CRM segment and campaign queries, with a governance kernel controlling write operations for safety.

Enables AI agents to query and update Vtiger CRM 8.x records across multiple named instances through the webservice API, including module discovery, field metadata, search, create, revise, and gated delete operations. Supports secure environment-based credentials and optional Cloudflare Access service tokens without browser automation.

Enables EV two-wheeler OEMs and dealerships to handle sales, service, and leadership-reporting conversations through a voice/chat agent with 22 tools for lead capture, test-ride booking, service requests, warranty checks, roadside assistance, and daily briefings. It runs over a seeded SQLite dataset and replaces hold-music phone workflows with one agentic surface.

MCP server for qualifying and responding to inbound leads in seconds using a multi-agent AI pipeline.

Enables role-gated management of ops desk contacts, cases, and tasks via MCP, with tool schemas and availability filtered per role to enforce permission boundaries, over stdio or Streamable HTTP.

An MCP server that lets AI agents search contacts, manage the call queue, log activities, and update deal stages in a CRM while preventing destructive actions and email sending.

Provides Claude agents with CRM contact lookup, action logging, and prompt cost auditing tools. Includes a Streamlit UI to demo the same tools without an MCP client.

Enables AI sales agents to interact with a CRM via event-sourced actions, identity resolution, guard checks, and an approval inbox, managing communications and tasks while adhering to compliance rules.

Enables Claude to interact with Jira, Salesforce, and n8n through MCP tools, allowing automated reading of Jira stories, deploying Salesforce metadata, and triggering n8n workflows.

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 to research HubSpot accounts, draft property updates, notes, and owner tasks, and request a human decision tied to the exact proposed change. Approved changes can be applied only after a signed click, with guardrails, retries, and an audit trail.

An agent-callable MCP server that lets autonomous AI agents find, verify, message, schedule with, and transact with small and mid-sized businesses through a single compliance-enforced tool surface.

FastMCP cloud server enabling AI assistants to manage outbound call campaigns, schedule calls, list agents, and access call data via HTTP.

Production-grade Odoo add-ons that expose Odoo business functionality to MCP-compliant clients over HTTP with OAuth 2.1, per-user permission enforcement, write-confirmation safety, and full audit logging.

Get programmatic access to 170,000+ verified B2B companies in Spain. Featuring a highly-curated premium subset of 26,000+ CEO direct dials and mobile phones. Bypassing legacy corporate gatekeepers has never been cheaper.

MCP server for AWS DynamoDB CRM data, enabling LangGraph agents to discover and call tools to retrieve customer accounts and support tickets via the Model Context Protocol.

Build custom CRMs and Customer Hubs as code you own. Eleven skills take a business goal to checked-in source: modules that generate their own migration, service, REST resource and Admin screens; deterministic workflows; versioned policies; audit and trace. The approval boundary is a merged test, not a prompt instruction.

Enables deploying an MCP server to Azure that exposes CRM account planning tools to Copilot, with sample or Salesforce data, supporting read-only or gated writes.

Enables AI agents to retrieve a service provider's profile, submit bounded quote requests for human review, and check request status through MCP tools.

Exposes lead-funnel tools with input/output schemas and structured content, so agents can triage inbound sales messages and pick a safe next action. Read-only hints and prompt-injection screening keep the tools constrained and untrusted text handled safely.

MCP server for Syncro MSP that enables managing customers, tickets, assets, contacts, and invoices through a decision tree architecture for efficient tool navigation.