"Agentic RAG: Understanding or Exploring Its Meaning and Applications" matching MCP servers:

An MCP server for accelerator programs to query, review, and manage startup applications via natural language. It enables searching applications by sector or impact score, fetching full application details with reviewer notes, listing pending reviews, and flagging applications for panel discussion.

Enables autonomous multi-turn negotiation by calculating the Zone of Possible Agreement, modeling concession decay curves, enforcing reservation price thresholds, and generating structured bargaining counter-offers. It supports agentic commerce and contract negotiation workflows through a native MCP interface.

Enables AI agents to self-register, authenticate, and operate a no-code ontology and knowledge-graph platform for facility management, field service, CRM, fleet management, workflow automation, and related business processes through 172 tools.

Enables autonomous agents to score customer leads and evaluate interaction velocity to predict conversions, exposing deterministic, zero-dependency evaluation as an MCP tool. Integrates with MCP clients like Claude Desktop and Cursor for programmatic lead assessment.

Enables scoring of customer leads and evaluation of interaction velocity to predict conversion outcomes. It exposes deterministic, dependency-free analysis through the Model Context Protocol for integration with MCP-compliant clients such as Claude Desktop and Cursor.

Provides interactive tools to explore AFAS customer data and employee leave information, including bubble charts, leave balance reports, and detailed leave cards.

Enables AI agents to query and interact with Odoo CRM data via MCP, supporting sales pipeline analysis, customer risk assessment, meeting preparation, and executive reporting, with human approval for write actions.

A read-only MCP server for Salesforce that returns verified answers or says it cannot, with an evaluation suite that measures its correctness.

Provides MCP clients with 60+ APIs for B2B data enrichment, lead generation, email verification, company intelligence, and agentic GTM workflows.

Enables AI agents to search candidates, view job postings, and manage applications in Greenhouse ATS via natural language queries.

Connects any MCP-compatible AI assistant directly to a Salesforce org for querying data, exploring schema, running Apex, and managing deployments.

Enables direct, unattended read/write access to the Vivid Windows Odoo CRM over its external API, so lead syncs run without a browser tab or Chrome extension. It provides guarded CRUD and workflow helpers for lead lookup, deduplication, merging, stage changes, and document attachment.

Enables AI agents to manage job applications, documents, and contacts via the Application Tracker workspace, with read-only or write access controlled by administrator settings.

Enables AI agents to safely operate HubSpot CRM contacts, deals, and pipelines via MCP, with caching, idempotency, audit trails, and robust error handling.

Fetch fresh leads and verify emails in one MCP server

Resolves any combination of company name, domain, or LinkedIn URL into the canonical company identity (name, domain, LinkedIn URL) with confidence scores and match method.

amoCRM / Kommo CRM for AI agents: leads, contacts, tasks and notes, plus sales analytics - pipeline report with win rate and manager leaderboard, stale deals and overdue tasks.

Enables AI tools to search and enrich B2B leads, including finding professional emails, company profiles, and filtering people and companies by various criteria.

Scans job boards for keyword patterns that indicate buying intent, technology adoption, or team expansion. Returns structured signal data for outbound targeting.

Enables pushing enriched leads into Instantly or Smartlead campaigns with ICP score gating, deduplication, and dry-run previews via an Apify actor.