fortemi

fortemi is an MCP server by Fortemi. Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL. It has 27 GitHub stars and ranks #738 of 1287 in Memory & Knowledge by stars.

Category: Memory & Knowledge
Author: Fortemi
GitHub stars: 27
This week: Tracking since 18 Oct 2026
Language: Rust
License: Other
Last update: 2026-10-21 (3 days ago)
Links: Source

ai
embeddings
hybrid-search
knowledge-base
knowledge-graph
llm
mcp-server
model-context-protocol
multimodal
note-taking
ollama
pgvector
+8 more

How to install fortemi

Install steps differ per project, so follow the README in the fortemi repository. Most MCP servers start with a single command (npx -y <package>, uvx <package> or a Docker image) that you add to your client's config. The install guide shows where that goes in Claude Code, Claude Desktop, Cursor and VS Code.

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Maintain this project? Get it featured ($99/mo, pinned at the top of Memory & Knowledge) or see what featuring includes.

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Frequently asked questions

What is fortemi?

fortemi is an MCP server by Fortemi in the Memory & Knowledge category. Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vision, audio transcription, speaker diarization), and knowledge graph. Rust + PostgreSQL. It has 27 GitHub stars and ranks #738 of 1287 in Memory & Knowledge by stars.

Is fortemi free and open source?

fortemi lists its license as Other. Read the license text in the repository before using it in a commercial product, and check whether the service it connects to charges for API access.

What are the alternatives to fortemi?

Other Memory & Knowledge projects on MCP Harbor include open-webui, graphify, claude-mem. Each alternative links to its own page with stars, license and recent activity. The Memory & Knowledge category ranks all 1287 by stars, and you can re-sort it by growth this week.

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.