{"id":1651,"date":"2026-07-17T13:20:00","date_gmt":"2026-07-17T13:20:00","guid":{"rendered":"https:\/\/blog.predictleads.com\/?p=1651"},"modified":"2026-07-16T12:17:09","modified_gmt":"2026-07-16T12:17:09","slug":"building-an-enrichment-agent-on-the-predictleads-mcp-server","status":"publish","type":"post","link":"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/","title":{"rendered":"Building an Enrichment Agent on the PredictLeads MCP Server"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">This is a hands-on walkthrough for building a specific, narrow agent: one whose only job is to take a company (by domain or name) and return a structured enrichment summary &#8211; technology stack, open roles, recent news, and funding activity &#8211; pulled live from the <a href=\"https:\/\/docs.predictleads.com\/mcp_integration\">PredictLeads MCP Server<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you&#8217;ve already read our guide on <a href=\"https:\/\/predictleads.com\/blog\/2026\/07\/09\/gtm-agent-mcp-server\">building a GTM agent on the PredictLeads MCP Server<\/a>, this is the narrower, enrichment-specific version of that same idea.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_86 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#What_Were_Building\" >What We&#8217;re Building<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Step_1_Connect_the_MCP_Server\" >Step 1: Connect the MCP Server<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Step_2_Give_the_Agent_a_Narrow_Job\" >Step 2: Give the Agent a Narrow Job<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Step_3_Example_Run\" >Step 3: Example Run<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Step_4_Wiring_It_Into_a_Larger_Workflow\" >Step 4: Wiring It Into a Larger Workflow<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#A_Note_on_Request_Limits\" >A Note on Request Limits<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#FAQ\" >FAQ<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Related_Guides\" >Related Guides<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/predictleads.com\/blog\/building-an-enrichment-agent-on-the-predictleads-mcp-server\/#Ready_to_see_this_in_your_own_data\" >Ready to see this in your own data?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 id=\"h-what-we-re-building\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"What_Were_Building\"><\/span>What We&#8217;re Building<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An agent that, given a company domain, returns a short brief covering:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Current technology stack and recent technology changes.<\/li>\n\n\n\n<li>Open job postings, as a proxy for where the company is investing.<\/li>\n\n\n\n<li>Recent company news &#8211; launches, partnerships, leadership changes.<\/li>\n\n\n\n<li>Financing events, if any, and how recent they are.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The point isn&#8217;t a dashboard &#8211; it&#8217;s a single, on-demand answer a rep, analyst, or downstream workflow can request whenever they need it, instead of pulling it from a field that was last refreshed weeks ago.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server-1024x576.jpg\" alt=\"Building an Enrichment Agent on the PredictLeads MCP Server using live hiring, tech stack, company, and funding signals.\" class=\"wp-image-1685\" srcset=\"https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server-1024x576.jpg 1024w, https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server-300x169.jpg 300w, https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server-768x432.jpg 768w, https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server-1536x864.jpg 1536w, https:\/\/predictleads.com\/blog\/wp-content\/uploads\/2026\/07\/building-enrichment-agent-predictleads-mcp-server.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Building an Enrichment Agent on the PredictLeads MCP Server: combine live technology, job openings, company news, and funding data into one structured company brief.<\/figcaption><\/figure>\n\n\n\n<h2 id=\"h-step-1-connect-the-mcp-server\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_1_Connect_the_MCP_Server\"><\/span>Step 1: Connect the MCP Server<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Add the PredictLeads MCP server to your agent client, pointing at <code>https:\/\/mcp.predictleads.com\/<\/code>. For a quick setup, authenticate with HTTP headers using your API key and token, available from your Subscription Plans page:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>X-Api-Key: {your_api_key}<\/code><\/li>\n\n\n\n<li><code>X-Api-Token: {your_api_token}<\/code><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For a production deployment, use the OAuth2 Client Credentials flow instead &#8211; Access Token URL <code>https:\/\/oauth.predictleads.com\/token<\/code>, with your API key as the Client ID and your API token as the Client Secret. Exactly how you register the server depends on your agent framework; see the <a href=\"https:\/\/docs.predictleads.com\/mcp_integration\">MCP integration docs<\/a> for client-specific setup notes.<\/p>\n\n\n\n<h2 id=\"h-step-2-give-the-agent-a-narrow-job\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_2_Give_the_Agent_a_Narrow_Job\"><\/span>Step 2: Give the Agent a Narrow Job<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Rather than exposing every PredictLeads tool with a generic &#8220;answer anything about this company&#8221; prompt, scope the agent&#8217;s instructions specifically: given a company domain, call the technology, job openings, news events, and financing events tools for that domain, and return a short structured summary combining all four. A narrow, well-scoped prompt produces more consistent output than an open-ended one, and it makes the agent&#8217;s behavior predictable enough to plug into a larger workflow.<\/p>\n\n\n\n<h2 id=\"h-step-3-example-run\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_3_Example_Run\"><\/span>Step 3: Example Run<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Given a prompt like &#8220;Enrich acme-example.com,&#8221; the agent should:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Call the technologies tool for the domain and summarize the current stack.<\/li>\n\n\n\n<li>Call the job openings tool and note roles that signal investment areas &#8211; engineering growth, new go-to-market hires, and so on.<\/li>\n\n\n\n<li>Call the news events tool and surface anything from the last 90 days.<\/li>\n\n\n\n<li>Call the financing events tool and note the most recent round, if any.<\/li>\n\n\n\n<li>Combine all four into a short brief, rather than four separate answers.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Because every call happens live, the brief reflects the company as it looks right now, not as it looked whenever a batch job last ran.<\/p>\n\n\n\n<h2 id=\"h-step-4-wiring-it-into-a-larger-workflow\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Step_4_Wiring_It_Into_a_Larger_Workflow\"><\/span>Step 4: Wiring It Into a Larger Workflow<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Once the core enrichment agent works reliably, it&#8217;s straightforward to trigger it from other systems &#8211; a new-lead webhook, a Slack command a rep runs before a call, or a scheduled review of accounts that haven&#8217;t been looked at in a while. The agent itself doesn&#8217;t change; only what triggers it does.<\/p>\n\n\n\n<h2 id=\"h-a-note-on-request-limits\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_Note_on_Request_Limits\"><\/span>A Note on Request Limits<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Each account has a monthly request limit tied to its subscription plan. If this agent gets triggered automatically at volume &#8211; for example, on every inbound lead &#8211; check your plan&#8217;s limit first. Exceeding it returns a <code>402<\/code> HTTP error until the next billing cycle.<\/p>\n\n\n\n<h2 id=\"h-faq\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FAQ\"><\/span>FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<div class=\"schema-faq wp-block-yoast-faq-block\"><div class=\"schema-faq-section\" id=\"faq-question-1783950000001\"><strong class=\"schema-faq-question\">What agent frameworks work with the PredictLeads MCP Server?<\/strong> <p class=\"schema-faq-answer\">Any MCP-compatible client, including Claude and other agent frameworks that support HTTP-based MCP connections authenticated via OAuth2 or HTTP headers.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1783950017322\"><strong class=\"schema-faq-question\">How is this different from the GTM agent guide?<\/strong> <p class=\"schema-faq-answer\">The GTM agent guide covers a broader outreach and account-research workflow. This tutorial builds a narrower agent focused specifically on producing a structured enrichment summary for a single company on demand.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1783950034643\"><strong class=\"schema-faq-question\">Should the enrichment agent call every available PredictLeads tool?<\/strong> <p class=\"schema-faq-answer\">Not necessarily. Scoping the agent to a specific, defined set of tools for a specific job produces more predictable, consistent output than giving it access to everything and an open-ended instruction.<\/p> <\/div> <div class=\"schema-faq-section\" id=\"faq-question-1783950051964\"><strong class=\"schema-faq-question\">What happens if the enrichment agent is triggered more often than my plan allows?<\/strong> <p class=\"schema-faq-answer\">Requests beyond your monthly limit return a 402 HTTP error until the next billing cycle. Check your plan&#8217;s request limit before triggering the agent automatically at high volume.<\/p> <\/div> <\/div>\n\n\n\n<h2 id=\"h-related-guides\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Related_Guides\"><\/span>Related Guides<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/docs.predictleads.com\/mcp_integration\">PredictLeads MCP Integration Docs<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/predictleads.com\/blog\/2026\/07\/09\/gtm-agent-mcp-server\">Building a GTM Agent on the PredictLeads MCP Server<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/predictleads.com\/blog\/2026\/03\/13\/predictleads-mcp-integration-guide\">PredictLeads MCP Integration Guide<\/a><\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-group has-background is-layout-constrained wp-container-core-group-is-layout-26a738c0 wp-block-group-is-layout-constrained\" style=\"border-radius:8px;background-color:#f4f6fb;padding-top:24px;padding-right:24px;padding-bottom:24px;padding-left:24px\">\n<h3 id=\"h-ready-to-see-this-in-your-own-data\" class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ready_to_see_this_in_your_own_data\"><\/span>Ready to see this in your own data?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Get 100 free API requests\/month &#8211; no credit card, no sales call.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/predictleads.com\/sign_up?utm_source=blog&amp;utm_medium=cta&amp;utm_campaign=build-enrichment-agent-predictleads-mcp\">Start Free \u2192<\/a><\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This is a hands-on walkthrough for building a specific, narrow agent: one whose only job is to take a company [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[147],"tags":[36,97,34],"class_list":["post-1651","post","type-post","status-publish","format-standard","hentry","category-mcp","tag-data","tag-mcp","tag-predictleads"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v28.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Building an Enrichment Agent on the PredictLeads MCP Server<\/title>\n<meta name=\"description\" content=\"A hands-on tutorial for building an AI agent that enriches any company on demand using the PredictLeads MCP Server.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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