# Grapevine vs Manus

Grapevine records 0 monthly visits with 0% month-over-month growth and Free pricing. Manus records 19,195,779 monthly visits with -1.7% growth and Free Trial pricing.

| Metric | [Grapevine](https://openaitools.app/tool/grapevine) | [Manus](https://openaitools.app/tool/manus) |
| :--- | :--- | :--- |
| Website URL | https://getgrapevine.ai | https://manus.im |
| Categories | AI Agent, AI Knowledge Management, AI Assistant, AI Search Engine | AI Assistant, AI Agent, AI Copilot |
| Pricing Model | Free | Free Trial |
| Monthly Visits | 0 | 19,195,779 |
| MoM Growth Rate | 0% | -1.7% |
| Primary Market | Global | Brazil |
| Direct Visits | 0 | 10,563,180 |
| Review Score | 4.4 | 4.6 |
| Saved Count | 0 | 10 |
| Supported Platforms | Website | Website |

## Grapevine

Grapevine is a knowledge aggregation platform designed for teams that want their scattered company knowledge to be usable by AI. Instead of leaving documents, tickets and messages locked inside dozens of separate SaaS tools, Grapevine pulls them together: it connects to sources like Slack, Notion, Linear, GitHub, Google Drive, HubSpot and Salesforce, then extracts, processes and embeds that content into one unified semantic search index. Because the connectors normalize everything into documents and chunks, a single query can surface relevant answers regardless of which tool originally held the information.

The standout capability is its MCP (Model Context Protocol) server, which lets AI assistants such as Claude search and retrieve the company's knowledge directly. It ships with search tools (semantic_search, keyword_search), document retrieval tools (get_document, get_document_metadata) and an agent tool (ask) that performs AI-powered question answering over the knowledge store. An optional Slack bot brings the same question answering into team channels.

The project is offered as open source under the MIT license and is built to be self-hosted. It runs on Docker and Docker Compose with PostgreSQL 15+ (pgvector), OpenSearch 2.x, Redis and an OpenAI API key for embeddings, and it provides an admin UI plus Kubernetes/kustomize deployment manifests. Because the current public domain redirects to the project's GitHub repository, users should treat Grapevine as a developer-oriented, self-hosted solution rather than a managed SaaS subscription.

**Pricing & Plans:** Grapevine is distributed as open-source software under the MIT license, so there is no license fee. You pay only for the infrastructure it runs on (such as PostgreSQL, OpenSearch, Redis hosting) and for the OpenAI API key used to generate embeddings.

- **Unified knowledge index:** Connects to Slack, Notion, Linear, GitHub, Google Drive, HubSpot, Salesforce and more, then extracts, processes and embeds everything into one searchable index.
- **MCP server for AI assistants:** Exposes search, document retrieval and question-answering tools over the Model Context Protocol so assistants like Claude can query company knowledge directly.
- **Semantic and keyword search:** Combines AI embedding-based semantic search with keyword search so users find the right document whether they search by meaning or by exact term.
- **Optional Slack bot:** Adds AI-powered question answering directly inside Slack so answers appear where teams already work.
- **Self-hostable with Docker and Kubernetes:** Ships with Docker Compose, Tilt for local development, and kustomize manifests for production Kubernetes deployments, giving teams full control over data.

**Strengths:** Open source under the MIT license, so there is no vendor lock-in and no per-seat license fee; Broad connector coverage spanning chat, docs, project management, code and CRM tools; Native MCP server makes it straightforward to ground AI assistants in company data; Self-hosted architecture keeps sensitive internal knowledge inside your own infrastructure

**Limitations:** Self-hosting requires real infrastructure knowledge (PostgreSQL, OpenSearch, Redis, Docker, Kubernetes); Still needs an external OpenAI API key and cloud services for embeddings and search, so it is not fully dependency-free; Commercial managed/marketing experience has wound down, so newcomers rely on repository documentation

[Profile (Markdown)](https://openaitools.app/tool/grapevine.md)

## Manus

Manus positions itself as an "action engine" rather than a chatbot. You describe an outcome, and the agent breaks it into steps, decides which tools to use, browses the web when it needs current information, and assembles the final deliverable in a cloud sandbox. Typical outputs include presentation decks, working websites and small games, generated images and video, and long-form research reports assembled through its Wide Research workflow.

The product ships as a mobile app (iOS and Android), a desktop app, and a browser extension, plus a web console with an API for programmatic use. A Slack integration lets teams dispatch tasks from chat, and workspace features such as team plans and SSO make it viable inside organizations rather than only for individuals. Because the agent runs asynchronously, a common pattern is to queue a task, walk away, and review the result later.

Pricing combines a free trial-style entry point with paid subscription tiers and a business plan; exact credit allowances and seats change over time, so confirm current terms on the official pricing page. The obvious trade-off is control: autonomous agents can misread intent or burn credits on the wrong approach, so clear briefs and intermediate review matter.

**Pricing & Plans:** Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page.

- **Autonomous task execution:** Give the agent a goal and it plans the steps, chooses tools, and works through the task in a cloud environment without constant supervision.
- **Deliverable generation:** Produces finished artifacts such as slide decks, functional websites, small games, and formatted documents rather than raw text.
- **Wide Research:** Runs broad, multi-source investigations and compiles the findings into a structured report.
- **Media creation:** Generates images, video, and music as part of a larger task or as standalone outputs.
- **Integrations and API:** Connects to Slack for task dispatch, offers mobile and desktop apps, and exposes an API for embedding agent work in your own stack.

**Strengths:** Delivers finished artifacts instead of only conversational answers; Works across web, mobile, desktop, Slack, and API surfaces; Wide Research handles broad multi-source investigations well; Team plans and SSO make it usable in organizational settings

**Limitations:** Autonomous runs consume credits and can pursue the wrong approach if the brief is vague; Complex tasks benefit from human review at checkpoints; Output quality varies by task type, especially outside common formats

[Profile (Markdown)](https://openaitools.app/tool/manus.md)

## Frequently Asked Questions

### How do Grapevine and Manus compare in monthly traffic?

Grapevine has 0 monthly visits, while Manus has 19,195,779. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Grapevine has a month-over-month growth rate of 0%; Manus has -1.7%.

### How does pricing compare?

Grapevine: Free. Grapevine is distributed as open-source software under the MIT license, so there is no license fee. You pay only for the infrastructure it runs on (such as PostgreSQL, OpenSearch, Redis hosting) and for the OpenAI API key used to generate embeddings. Manus: Free Trial. Free trial available, with paid subscription tiers and a business plan for teams and higher usage. Credit allowances and seat details change, so check the official pricing page.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [ChatGPT](https://openaitools.app/tool/chatgpt-4) | 6,048,022,723 | +2.2% | Freemium | Provides powerful reasoning agents and deep research, but lacks Manus's specialized continuous cloud workspace execution. | [.md](https://openaitools.app/tool/chatgpt-4.md) |
| 2 | [Claude](https://openaitools.app/tool/claude-2) | 1,253,439,413 | +23.8% | Freemium | Features advanced computer use and interactive artifacts, but operates primarily as a chat assistant rather than a dedicated autonomous agent platform. | [.md](https://openaitools.app/tool/claude-2.md) |
| 3 | [Notion](https://openaitools.app/tool/t) | 173,441,670 | +0.1% | Freemium | The AI workspace where teams and agents get work done together | [.md](https://openaitools.app/tool/t.md) |
| 4 | [Muse](https://openaitools.app/tool/muse-ai-1) | 45,751,822 | +228.3% | Contact for Pricing | Executes tasks using cloud virtual Linux machines, but focuses more on personal desktop automation than complex multi-app research. | [.md](https://openaitools.app/tool/muse-ai-1.md) |
| 5 | [Hermes-Agent](https://openaitools.app/tool/hermes-agent-1) | 3,638,741 | -5.4% | Freemium | Provides open-source personal task automation, but lacks the polished cloud sandbox environment of Manus. | [.md](https://openaitools.app/tool/hermes-agent-1.md) |
| 6 | [Glean](https://openaitools.app/tool/glean) | 3,301,875 | +0.1% | Contact for Pricing | Enterprise AI grounded in your company's own knowledge | [.md](https://openaitools.app/tool/glean.md) |
| 7 | [Clawdbot (OpenClaw)](https://openaitools.app/tool/clawdbot) | 1,903,068 | -25.4% | Paid, Free | Open-source personal AI assistant that runs on your own machine and works from chat apps | [.md](https://openaitools.app/tool/clawdbot.md) |
| 8 | [CollegeVine](https://openaitools.app/tool/collegevine) | 1,182,494 | +25.9% | Contact for Pricing | An AI operating system that models your whole university on one platform | [.md](https://openaitools.app/tool/collegevine.md) |
| 9 | [Runable](https://openaitools.app/tool/runable) | 1,048,370 | -1.9% | Freemium | Automates multi-step workflows and asset creation, but with fewer built-in general browser navigation tools. | [.md](https://openaitools.app/tool/runable.md) |
| 10 | [Skywork.ai](https://openaitools.app/tool/skywork-ai) | 1,021,069 | -11.8% | Freemium | Converts prompts into structured office deliverables, but acts primarily as a document generation workspace. | [.md](https://openaitools.app/tool/skywork-ai.md) |

---
Source: https://openaitools.app/compare/grapevine-vs-manus

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)