{"id":"graphlit-mcp-server","name":"Graphlit MCP Server","homepage":"https://www.graphlit.com","repo_url":"https://github.com/graphlit/graphlit-mcp-server","category":"data","subcategories":["knowledge-base","rag","data-ingestion","mcp-server"],"tags":["graphlit","mcp","rag","knowledge-base","slack","discord","github","jira","google-drive","outlook","notion","typescript","npm"],"what_it_does":"MCP server that connects to the Graphlit Platform to provide a searchable, RAG-ready knowledge base. Ingests data from 18+ platforms (Slack, Discord, Google Drive, Jira, GitHub, Outlook, Notion, etc.), auto-extracts documents to Markdown, transcribes audio/video, and exposes search, retrieval, web crawling, structured extraction, and content generation as MCP tools.","use_cases":["Unified knowledge base across Slack, GitHub, Jira, and Google Drive","RAG-powered Q&A over ingested documents and messages","Web crawling and search integrated into AI assistant workflows","Audio/video transcription and searchable indexing","Structured JSON extraction from unstructured text"],"not_for":["Self-hosted or fully local deployments - requires Graphlit Platform","Free usage beyond trial - requires Graphlit subscription","Simple file search without needing platform integrations","Privacy-sensitive environments that cannot use cloud services"],"best_when":"You need a unified knowledge base spanning many SaaS platforms (Slack, Jira, GitHub, etc.) accessible via MCP, and are willing to use the Graphlit cloud platform.","avoid_when":"You need fully self-hosted or local-only RAG, want to avoid vendor lock-in to Graphlit Platform, or have strict data residency requirements.","alternatives":[{"name":"haiku-rag","note":"Local-first RAG with LanceDB, no cloud platform dependency"},{"name":"Qdrant MCP","note":"Vector search MCP without the multi-platform ingestion"},{"name":"Firecrawl","note":"Web crawling focused, without the knowledge base features"}],"af_score":59.8,"security_score":65.0,"reliability_score":null,"package_type":"mcp_server","discovery_source":["github","github_awesome","npm"],"priority":"low","status":"evaluated","version_evaluated":"unknown","last_evaluated":"2026-03-01T09:50:05.655605+00:00","performance":{"latency_p50_ms":null,"latency_p99_ms":null,"uptime_sla_percent":null,"rate_limits":"Dependent on Graphlit Platform tier","data_source":"llm_estimated","measured_on":null}}