ir
Supports UIby vlwkaos
Fast local semantic search engine for markdown knowledge bases with hybrid BM25 and vector search.
What it does
Connects your AI to a local markdown knowledge base, allowing it to search through documents using a sophisticated hybrid pipeline (BM25 and vector search) with LLM reranking for high precision.
Tools
search: Hybrid BM25+vector search returning path, title, score, and snippet.get: Retrieve full document text or specific sections by path.multi_get: Batch retrieve multiple documents.status: Check index health, document counts, and daemon status.update: Re-index collections after file changes.
Installation
Add the following to your claude_desktop_config.json:
{
"mcpServers": {
"ir": {
"command": "ir",
"args": ["mcp"]
}
}
}
Supported hosts
- Claude Desktop
- Claude Code
Quick install
cargo install --path .Information
- Pricing
- free
- Published
- 6/17/2026
- stars
- 0
Categories
Choose your AI client and follow the steps below.
Claude Desktop
{
"mcpServers": {
"ir": {
"command": "ir",
"args": ["mcp"]
}
}
}Related Apps
DiffSitter MCP
MCP ServerAI-powered structural code navigation using tree-sitter ASTs for semantic understanding across 14+ languages.
OpenAI Apps SDK Examples
MCP AppOfficial example gallery of interactive MCP widgets for ChatGPT — 3D viewers, maps, carousels, shopping carts, and more.
Human MCP
MCP ServerGive AI agents human-like senses: visual analysis, image/video generation, speech synthesis, browser automation, and advanced reasoning — 29 MCP tools in one se
Shopify MCP Server
MCP ServerDirect interaction with Shopify store data via GraphQL API for managing products, customers, and orders.
Git MCP Server
MCP ServerFull-featured Git MCP server exposing 28 tools for AI agents to clone, commit, branch, diff, merge, rebase, and more via STDIO or Streamable HTTP.
CodexPotter
MCP ServerAutonomous reconciliation loop that drives Codex to align your codebase with instructed states.
Smart Coding MCP
MCP ServerSemantic code search for AI assistants using local embeddings — find code by meaning, not just keywords.
Snowflake MCP Server
MCP ServerDirect Snowflake database interaction via MCP, enabling AI to run SQL queries, explore schemas, and manage data insights.