# MCP Search (MCP Stack) vs Prospect AI

MCP Search (MCP Stack) records 0 monthly visits with 0% month-over-month growth and Paid pricing. Prospect AI records 1,860 monthly visits with +25.8% growth and Free pricing.

| Metric | [MCP Search (MCP Stack)](https://openaitools.app/tool/mcp-stack) | [Prospect AI](https://openaitools.app/tool/prospectai-com) |
| :--- | :--- | :--- |
| Website URL | https://mcp-stack.com | https://prospectai.com |
| Categories | AI Marketing, AI Agent, AI Sales Assistant, AI Lead Generation | AI Lead Generation, AI Sales, AI API, AI Marketing |
| Pricing Model | Paid | Free |
| Monthly Visits | 0 | 1,860 |
| MoM Growth Rate | 0% | +25.8% |
| Primary Market | Global | India |
| Direct Visits | 0 | 730 |
| Review Score | 4 | 4.2 |
| Saved Count | 0 | 0 |
| Supported Platforms | Website | Website |

## MCP Search (MCP Stack)

MCP Search, live on the mcp-stack.com domain, targets a specific and often underserved job: producing very fine-grained B2B prospect lists for the French market rather than running a global people search. Instead of stacking dozens of filters, you describe your target in a sentence — for example, sales directors who graduated from an engineering school, have worked in manufacturing for at least three years, and are employed at companies that are still active. The engine cross-references legal registry records (INSEE, Infogreffe, BODACC), verified Google Maps listings, public LinkedIn company profiles, open web contact data and financial filings to return a structured list.

The dataset is positioned as a pre-crossed French prospecting base: roughly 27 million legal entities, about 29 million profiles and professional experiences, and around 1.4 million establishment-level records usable in the same query. Job-posting signals from boards such as LinkedIn, Welcome to the Jungle, Pôle emploi and Indeed are announced as coming next.

The product is currently in a waitlist phase with a September launch; the company states that the MCP connector for Claude, Grok or home-built agents is not yet publicly callable and will expose the same France-first list engine when it opens. It positions itself against Apollo (global outbound) and Clay (multi-provider enrichment) rather than against infrastructure tooling. MCP Search is an independent product and is not produced or endorsed by Anthropic, xAI or any model provider.

**Pricing & Plans:** Pricing is not published on the current site. The product is in a waitlist phase ahead of a September launch, and no public plan, trial or per-seat figure is listed yet — check the site for updates when the product opens.

- **One-sentence list building:** Describe your target in plain French and get a cross-referenced list, instead of stacking 8+ filters across NAF codes, revenue thresholds and tenure.
- **Multi-source French data:** Crosses legal registry records (SIREN/SIRET, officers, financials), Google Maps establishments, public LinkedIn company data and open web contacts.
- **Large FR-first coverage:** Around 27M legal entities, roughly 29M profiles and experiences, and about 1.4M establishment records accessible within the same query intention.
- **MCP connector for AI agents:** An MCP endpoint designed so Claude, Grok or a custom agent can run the same fine-grained French account queries, planned for public release at launch.
- **Direct competitor framing:** Explicitly positioned against Apollo-style global people search and Clay-style enrichment workflows, focusing on crossed French list building as the core job.

**Strengths:** Focuses on a genuinely hard problem: fine-grained, cross-referenced French B2B lists rather than generic global people search; Aggregates several authoritative French sources (legal registry, Maps, LinkedIn, financials) into a single intention-based query; Plans an MCP connector so the same list engine is callable by AI agents; Transparent comparison pages against Apollo, Clay and French data providers

**Limitations:** Currently in a waitlist phase, so the core product and MCP tools are not yet publicly usable; No public pricing published, which makes budgeting hard to plan; Coverage is France-specific, so it is not suitable for multi-country outbound

[Profile (Markdown)](https://openaitools.app/tool/mcp-stack.md)

## Prospect AI

. Prospecting that starts with a domain

The clearest entry point is domain search: paste a company website and Prospect AI returns the people and company details behind it. From there you can run an email finder lookup with a name plus domain to get a verified business address, or verify a whole list before a campaign so you are not burning sender reputation on dead mailboxes.

The Chrome extension is where the product becomes a habit. Capture a prospect in one click from Google results, LinkedIn profiles, company pages, and LinkedIn searches, or enrich an Ahrefs backlink report or a SEMrush report with the contacts behind each domain. This turns SEO research, competitor analysis and social selling into the same pipeline instead of three separate workflows.

Everything funnels into list building and sync. Prospect lists can be pushed natively into Salesforce, HubSpot, Pipedrive, Monday.com, Zoho, BuzzStream and Pitchbox, and a REST API with webhooks covers anything else. Prospect AI pitches itself as free at this time, which makes it a low-risk first pass for link builders, digital PR teams, sales and business development reps, and recruiters who need contact volume before committing to a paid data vendor.

**Pricing & Plans:** Free

- **Domain Search:** Enter any website and instantly surface the key contacts and company information connected to that domain.
- **Email Finder:** Supply a name and a domain to retrieve verified, up-to-date business email addresses for outreach.
- **Google and LinkedIn Capture:** Capture prospects in one click from Google results and LinkedIn profiles, company pages and searches.
- **SEO Tool Enrichment:** Enrich Ahrefs and SEMrush backlink or content reports with contact data for link-building and PR campaigns.
- **Email Verifier:** Screen addresses before sending so campaigns avoid bounces and protect domain sender reputation.
- **List Builder and CRM Sync:** Build contacts on the web, in Canva, or in Ahrefs, then call the REST API and webhooks to move data into your CRM and any proprietary software.

**Strengths:** Free to use at this time, with no per-seat cost to trial; Domain search, email finder, verifier and list building in one product; Chrome extension captures prospects from Google, LinkedIn, Ahrefs and SEMrush; Native CRM sync for Salesforce, HubSpot, Pipedrive, Monday, Zoho, BuzzStream and Pitchbox

**Limitations:** The free model may change; some features are gated behind a waiting list; No enterprise SLA or dedicated support tier is advertised; Email accuracy still depends on third-party data quality and a separate verifier step; Advanced campaign sending and sequencing must be handled in external tools

[Profile (Markdown)](https://openaitools.app/tool/prospectai-com.md)

## Frequently Asked Questions

### How do MCP Search (MCP Stack) and Prospect AI compare in monthly traffic?

MCP Search (MCP Stack) has 0 monthly visits, while Prospect AI has 1,860. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

MCP Search (MCP Stack) has a month-over-month growth rate of 0%; Prospect AI has +25.8%.

### How does pricing compare?

MCP Search (MCP Stack): Paid. Pricing is not published on the current site. The product is in a waitlist phase ahead of a September launch, and no public plan, trial or per-seat figure is listed yet — check the site for updates when the product opens. Prospect AI: Free. Free

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Instantly](https://openaitools.app/tool/instantly) | 2,336,279 | +6% | Paid, Contact for Pricing | Sales engagement platform with AI agents for lead finding, outreach and deliverability | [.md](https://openaitools.app/tool/instantly.md) |
| 2 | [Explee](https://openaitools.app/tool/explee) | 1,280,107 | +12.1% | — | Your 24/7 AI outreach agent that finds leads and books demos | [.md](https://openaitools.app/tool/explee.md) |
| 3 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 4 | [Smartlead](https://openaitools.app/tool/smartlead-ai) | 952,377 | +4.3% | Free Trial, Paid | AI-native cold email platform for scaling outbound without limits | [.md](https://openaitools.app/tool/smartlead-ai.md) |
| 5 | [Success.ai](https://openaitools.app/tool/success-ai) | 547,073 | +6.3% | Freemium, Free Trial | AI sales platform for unlimited B2B leads and outreach | [.md](https://openaitools.app/tool/success-ai.md) |
| 6 | [Monaco](https://openaitools.app/tool/monaco) | 195,703 | +10.6% | Paid | The AI revenue engine that replaces your CRM | [.md](https://openaitools.app/tool/monaco.md) |
| 7 | [FinalScout](https://openaitools.app/tool/finalscout-com) | 123,884 | -3.8% | Freemium, Free Trial, Paid, Contact for Pricing | Find verified work emails and write personalized outreach with AI | [.md](https://openaitools.app/tool/finalscout-com.md) |
| 8 | [AI Ark](https://openaitools.app/tool/ai-ark) | 90,788 | -30.7% | Freemium, Contact for Pricing | AI-powered B2B data platform for finding verified contacts, companies, and lookalike audiences | [.md](https://openaitools.app/tool/ai-ark.md) |
| 9 | [Landbase](https://openaitools.app/tool/landbase) | 76,178 | +32.5% | Paid (usage-based credits) | The world's GTM data, wired directly into your AI | [.md](https://openaitools.app/tool/landbase.md) |
| 10 | [Enginy](https://openaitools.app/tool/enginy) | 68,199 | +3.8% | Contact for Pricing | Your all-in-one AI sales edge for smarter B2B outreach | [.md](https://openaitools.app/tool/enginy.md) |

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Source: https://openaitools.app/compare/mcp-stack-vs-prospectai-com

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