# Grigori

> Use this tool when you need to efficiently search and retrieve specific code snippets from large codebases using natural language queries. Grigori solves problems related to code discovery, reuse, and maintenance by enabling semantic search across multiple programming languages. It accepts natural language queries as input and returns relevant code snippets as output, making it ideal for use cases such as coding assistance, code review, and software development.

Canonical page: https://skillsregistry.net/skills/andres-m-rodriguez-grigori  
JSON: https://api.skillsregistry.net/v1/skills/andres-m-rodriguez-grigori

## Description

Grigori is a semantic code search MCP server that enables AI assistants to search through codebases using natural language queries and semantic similarity rather than just text matching. Built in C# with ONNX Runtime for local embedding generation, it indexes code files across multiple programming languages and provides both CLI and containerized deployment options. The server uses the all-MiniLM-L6-v2 model for embeddings and supports multiple transport modes including stdio and HTTP.

## Trust

- **Trust score (0–1):** 0.30
- **Verification tier:** unverified
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** devops-ci
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/andres-m-rodriguez-grigori)
- **Repository:** <https://github.com/andres-m-rodriguez/grigori>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "andres-m-rodriguez-grigori"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/andres-m-rodriguez-grigori` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/andres-m-rodriguez-grigori/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt