graphlit-mcp-serverModel Context Protocol (MCP) Server for Graphlit Platform

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Reviewed by Daniel Nikulshyn·Updated July 2026

Overview

The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. It allows ingesting data from various sources like Slack, Discord, websites, Google Drive, email, Jira, Linear, or GitHub into a Graphlit project, which acts as a searchable and RAG-ready knowledge base. The server supports features such as web crawling, web search, and data connectors for multiple platforms. It also provides tools for retrieval, query, contents, and publishing.

Key features

Web crawling
Web search
Data connectors (Microsoft Outlook, Google Mail, Notion, Linear, Jira, GitHub, etc.)
Retrieval and query tools
Contents and publishing tools

Pricing

Model: Free
Category: MCP Servers
Rating: No reviews yet

Use cases

Knowledge Base Creation

Ingest data from multiple sources into a Graphlit project for a searchable knowledge base

Content Retrieval

Use MCP clients like Cursor, Windsurf, Goose, or Cline to retrieve relevant knowledge within the Graphlit project

Pros & Cons

Pros

Enables integration with various data sources
Supports web crawling and search
Provides a searchable knowledge base

Cons

Requires Node.js 18.x or higher
Needs active Graphlit Platform account
Configuration involves setting environment variables

Reviews

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Q&A

Is there a learning curve for using the retrieval and publishing tools?

The MCP Server exposes a set of REST‑like tools (Retrieval, Query, Publishing, etc.) that can be called from any MCP client; basic usage is documented in the README and video tutorials, making it approachable for developers familiar with APIs.

Asked by Ingrid Bauer · Mar 9, 2026

Can the server handle non‑text files like audio or video?

Yes, audio and video files are automatically transcribed during ingestion, while documents (PDF, DOCX, PPTX) and HTML pages are converted to Markdown for storage.

Asked by Rina Desai · Feb 19, 2026

How do I set up the MCP Server on my environment?

You need Node.js 18.x or higher, a Graphlit Platform account, and to configure environment variables (see .env.example). Once set, run the server via Docker or npm scripts as described in the README.

Asked by Dmitri Volkov · Jan 2, 2026

What data sources can the Graphlit MCP Server ingest?

The server can ingest from Slack, Discord, websites, Google Drive, email, Jira, Linear, GitHub, Microsoft Outlook, Google Mail, Notion, Reddit, OneDrive, SharePoint, Dropbox, Box, Twitter/X, podcasts, and more via its built‑in connectors and web crawling/search tools.

Asked by Esther Adeyemi · Jan 1, 2026