by krokozyab · MCP Server · ★ 69
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Agent Fusion MCP tool gives multiple AI coding assistants instant access to your files—code, documents, PDFs, and more—through intelligent indexing. Self-contained deployment: runs as a single JAR with no external APIs, Docker, or cloud dependencies—just Java and a TOML config It has two independent components (each can be used alone or together): MCP Context Engine: RAG for Code & Documents – Local semantic search and graph traversal for AI agents. Indexes code, Word docs, PDFs, and Markdown into chunks with embeddings. Query via querycontext using three parallel providers: semantic (sentence-transformers), symbol (identifier matching), full-text (keyword search). Returns ranked results with hierarchical relationships encoded as chunk IDs (parent, children, siblings, prev/next). Agents can search semantically, then traverse the knowledge graph to gather surrounding context—useful for understanding class structures, call chains, or document organization. File watcher monitors configured directories and automatically re-indexes changes, so your search index stays current as you code—no manual refresh needed.
| Stars | 69 |
| Forks | 4 |
| Language | Kotlin |
| Category | MCP Server |
| License | MIT |
| Quality Score | 57.2639103099368/100 |
| Open Issues | 1 |
| Last Updated | 2026-06-20 |
| Created | 2025-10-05 |
| Platforms | aws, claude-code, codex, gemini, mcp |
| Est. Tokens | ~17k |
These tools work well together with Agent-Fusion for enhanced workflows:
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Agent-Fusion is Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations. It is categorized as a MCP Server with 69 GitHub stars.
Agent-Fusion is primarily written in Kotlin. It covers topics such as agent, ai, aws-q.
You can find installation instructions and usage details in the Agent-Fusion GitHub repository at github.com/krokozyab/Agent-Fusion. The project has 69 stars and 4 forks, indicating an active community.
Agent-Fusion is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to Agent-Fusion on Agent Skills Hub include knowledge-rag, deepcontext-mcp, ClaudeR. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.