# Fireflies.ai vs MCP Search (MCP Stack)

Fireflies.ai records 4,411,502 monthly visits with +3% month-over-month growth and Freemium pricing. MCP Search (MCP Stack) records 0 monthly visits with 0% growth and Paid pricing.

| Metric | [Fireflies.ai](https://openaitools.app/tool/fireflies-ai) | [MCP Search (MCP Stack)](https://openaitools.app/tool/mcp-stack) |
| :--- | :--- | :--- |
| Website URL | https://fireflies.ai | https://mcp-stack.com |
| Categories | AI Meeting Assistant, AI Note Taker, AI Transcription, AI Summarizer | AI Marketing, AI Agent, AI Sales Assistant, AI Lead Generation |
| Pricing Model | Freemium | Paid |
| Monthly Visits | 4,411,502 | 0 |
| MoM Growth Rate | +3% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 2,268,362 | 0 |
| Review Score | 4.1 | 4 |
| Saved Count | 16 | 0 |
| Supported Platforms | Website | Website |

## Fireflies.ai

Fireflies.ai began as one of the first bots that would quietly join a video call, record it, and return a searchable transcript. That core still exists, but the product has expanded into a broader work assistant, marketed under the persona 'Fred'. Fred captures meetings and takes notes, can be tagged in Slack to answer questions or catch people up, drafts and sorts email, tracks action items, and searches across a company's scattered knowledge so answers surface with citations.\n\nThe platform integrates broadly, which is a large part of its appeal: 240+ connectors covering Zoom, Google Meet, Microsoft Teams, Gmail and Outlook, Slack and Notion, HubSpot and Salesforce, and project tools like Jira, Asana and Trello. Conversation analytics turn call recordings into deal-health signals, team trends and coaching material, while live assist surfaces answers and suggestions during the call itself. A Chrome extension, mobile apps and voice agents extend capture beyond scheduled meetings.\n\nOn pricing, Fireflies runs a freemium model: a free tier with a monthly transcription allowance and limited storage, then Business and Enterprise plans that add more storage, analytics, admin controls and security options. The company advertises ISO 42001, SOC 2 Type II, GDPR, HIPAA and FERPA alignment, and states that customer meetings and transcripts are not used to train AI models.

**Pricing & Plans:** Freemium. A free plan covers a limited monthly transcription allowance and basic summaries; paid Business and Enterprise tiers add storage, analytics, admin controls and compliance features. Check fireflies.ai for current prices.

- **AI notetaker:** Automatically joins Zoom, Google Meet, Microsoft Teams and other calls to record, transcribe with speaker labels, and write summaries with decisions and action items.
- **AI assistant across apps:** Ask questions in Slack or the app and get answers drawn from past meetings, email and connected work tools, with links back to the source.
- **Conversation analytics:** Track deal health, talk-time trends, sentiment and topics across calls to inform sales, recruiting and coaching decisions.
- **240+ integrations:** Connects to conferencing, email, CRM, project management, storage and collaboration tools so notes and tasks flow where your team already works.
- **Live assist and voice agents:** Get real-time suggestions during a call, and set up voice agents to handle routine calls and interviews at scale.

**Strengths:** Works across major conferencing platforms with minimal setup; Strong search and analytics layer on top of transcripts, not just raw notes; Extensive integrations with CRM, project management and collaboration tools; Mature compliance posture including SOC 2 Type II and a stated no-training-on-customer-data policy

**Limitations:** Free plan limits storage and advanced analytics, so teams outgrow it quickly; Recording bots joining calls can feel intrusive unless participants are notified; Accuracy varies with audio quality, accents and heavy cross-talk

[Profile (Markdown)](https://openaitools.app/tool/fireflies-ai.md)

## 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)

## Frequently Asked Questions

### How do Fireflies.ai and MCP Search (MCP Stack) compare in monthly traffic?

Fireflies.ai has 4,411,502 monthly visits, while MCP Search (MCP Stack) has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Fireflies.ai has a month-over-month growth rate of +3%; MCP Search (MCP Stack) has 0%.

### How does pricing compare?

Fireflies.ai: Freemium. Freemium. A free plan covers a limited monthly transcription allowance and basic summaries; paid Business and Enterprise tiers add storage, analytics, admin controls and compliance features. Check fireflies.ai for current prices. 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.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [TurboScribe](https://openaitools.app/tool/turboscribe-ai) | 27,661,771 | +2.1% | Freemium | Unlimited AI transcription of audio and video in 98+ languages | [.md](https://openaitools.app/tool/turboscribe-ai.md) |
| 2 | [Otter AI](https://openaitools.app/tool/otter-ai) | 7,360,981 | +9.6% | Freemium | Pioneering meeting transcription tool with strong live collaboration, but less flexible custom AI prompt management than Fireflies. | [.md](https://openaitools.app/tool/otter-ai.md) |
| 3 | [Tactiq](https://openaitools.app/tool/tactiq) | 6,521,542 | +4.1% | Freemium | Transcribes meetings live via browser extension without requiring an external bot participant, but relies on active browser tabs. | [.md](https://openaitools.app/tool/tactiq.md) |
| 4 | [Fathom](https://openaitools.app/tool/fathom-2-0) | 5,620,385 | +0.2% | Freemium, Free Trial | Offers a more generous free tier and instant meeting summaries, but has fewer enterprise CRM integrations than Fireflies. | [.md](https://openaitools.app/tool/fathom-2-0.md) |
| 5 | [Read Speaker Coach](https://openaitools.app/tool/read-speaker-coach) | 4,071,302 | -4.8% | Freemium, Paid | Meeting summaries, transcripts, and AI search that turn meetings into outcomes | [.md](https://openaitools.app/tool/read-speaker-coach.md) |
| 6 | [Notta](https://openaitools.app/tool/notta) | 2,585,354 | +2% | Freemium, Paid, Contact for Pricing | Delivers strong transcription accuracy across many languages, but lacks some of Fireflies's advanced team knowledge-base search features. | [.md](https://openaitools.app/tool/notta.md) |
| 7 | [tl;dv](https://openaitools.app/tool/tldv-io) | 1,396,729 | +1.9% | Freemium | Excels at capturing and clipping video highlights across global platforms, but offers slightly less deep conversation analytics. | [.md](https://openaitools.app/tool/tldv-io.md) |
| 8 | [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) |
| 9 | [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) |
| 10 | [Circleback](https://openaitools.app/tool/circleback) | 272,906 | +12.5% | Free Trial | Focuses heavily on clean action items and automated follow-ups, but has fewer custom bot configuration options. | [.md](https://openaitools.app/tool/circleback.md) |

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Source: https://openaitools.app/compare/fireflies-ai-vs-mcp-stack

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