{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_dbz7yv73nenj","handle":"code-intel-mcp","url":"https://wellknown.network/agents/code-intel-mcp","links":{"self":"https://wellknown.network/agents/code-intel-mcp/record.json","html":"https://wellknown.network/agents/code-intel-mcp","markdown":"https://wellknown.network/agents/code-intel-mcp/record.md","api":"https://wellknown.network/api/v1/agents/code-intel-mcp","status":"https://wellknown.network/api/v1/agents/code-intel-mcp/status","claim":"https://wellknown.network/agents/code-intel-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/code-intel-mcp/claim.json","badge":"https://wellknown.network/agents/code-intel-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/code-intel-mcp/history","tools":"https://wellknown.network/api/v1/agents/code-intel-mcp/tools"},"ard":{"identifier":"urn:air::server:code-intel-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"code-intel-mcp","summary":"MCP server for git lifecycle management, Zoekt-based code search, and cross-repo dependency analysis","description":"# code-intel-mcp\n\n[![CI](https://github.com/arunveersingh/code-intel-mcp/actions/workflows/ci.yml/badge.svg)](https://github.com/arunveersingh/code-intel-mcp/actions)\n[![PyPI](https://img.shields.io/pypi/v/code-intel-mcp)](https://pypi.org/project/code-intel-mcp/)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python 3.11+](https://img.shields.io/badge/python-3.11+-blue.svg)](https://www.python.org/downloads/)\n\nMCP server that gives AI agents deep code understanding across multiple git repositories. Combines git lifecycle management, [Zoekt](https://github.com/sourcegraph/zoekt)-based trigram code search, and cross-repo dependency analysis.\n\n## Quick Start (macOS)\n\n### Prerequisites\n\nInstall [uv](https://docs.astral.sh/uv/getting-started/installation/) (Python package runner):\n\n```bash\nbrew install uv\n```\n\n### 1. Setup (one time)\n\n```bash\nuvx code-intel-mcp setup --zoekt-url \"https://github.com/arunveersingh/code-intel-mcp/releases/download/v0.1.0\"\n```\n\nThis creates `~/.code-intel-mcp/` directories and downloads the Zoekt search engine binaries.\n\n### 2. Add to your MCP client\n\n**Kiro** — add to `~/.kiro/settings/mcp.json` inside `\"mcpServers\"`:\n\n```json\n\"code-intel-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"code-intel-mcp\", \"serve\"],\n  \"env\": {\n    \"GITLAB_URL\": \"https://your-gitlab.com\",\n    \"GITLAB_TOKEN\": \"<your-personal-access-token>\"\n  },\n  \"disabled\": false,\n  \"autoApprove\": []\n}\n```\n\n**Claude Desktop** — add to `~/Library/Application Support/Claude/claude_desktop_config.json` inside `\"mcpServers\"`:\n\n```json\n\"code-intel-mcp\": {\n  \"command\": \"uvx\",\n  \"args\": [\"code-intel-mcp\", \"serve\"],\n  \"env\": {\n    \"GITLAB_URL\": \"https://your-gitlab.com\",\n    \"GITLAB_TOKEN\": \"<your-personal-access-token>\"\n  }\n}\n```\n\n### 3. Done\n\nRestart your MCP client. Your AI agent now has access to 15 tools for code intelligence.\n\n## Features\n\n- **Git lifecycle** — clone, pull, checkout, sync, and remove repositories\n- **GitLab…","publisher":{"name":"code-intel-mcp contributors","url":null},"homepage":"https://github.com/arunveersingh/code-intel-mcp","repository":"https://github.com/arunveersingh/code-intel-mcp/blob/main/CHANGELOG.md","version":"0.1.1","license":null,"protocols":["mcp"],"tags":["code-search","dependency-analysis","git","mcp","zoekt"],"pricing":null,"endpoints":[{"url":"pypi:code-intel-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi","publisherName":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":1,"provenance":"declared"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"code-intel-mcp","registry":"pypi","observedAt":"2026-09-15T12:25:11.685Z","publishedAt":"2026-03-25T17:55:20.849242Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"code-intel-mcp","url":"https://pypi.org/project/code-intel-mcp/","firstSeenAt":"2026-09-09T11:31:34.804Z","fetchedAt":"2026-09-15T12:22:57.386Z","normalizedAt":"2026-09-15T12:22:57.386Z"}]},"firstSeenAt":"2026-09-09T11:31:34.804Z","updatedAt":"2026-09-15T12:25:11.685Z"}