{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_8ex7upj4p2hu","handle":"codeglance-mcp","url":"https://wellknown.network/agents/codeglance-mcp","links":{"self":"https://wellknown.network/agents/codeglance-mcp/record.json","html":"https://wellknown.network/agents/codeglance-mcp","markdown":"https://wellknown.network/agents/codeglance-mcp/record.md","api":"https://wellknown.network/api/v1/agents/codeglance-mcp","status":"https://wellknown.network/api/v1/agents/codeglance-mcp/status","claim":"https://wellknown.network/agents/codeglance-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/codeglance-mcp/claim.json","badge":"https://wellknown.network/agents/codeglance-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/codeglance-mcp/history","tools":"https://wellknown.network/api/v1/agents/codeglance-mcp/tools"},"ard":{"identifier":"urn:air::server:codeglance-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"codeglance-mcp","summary":"MCP server for comprehensive GitHub repository analysis using Gemini AI","description":"# CodeGlance MCP Server\n\nAn MCP (Model Context Protocol) server that analyzes GitHub repositories using Gemini AI and generates comprehensive documentation — project overviews, architecture guides, file insights, and more.\n\nWorks with any MCP-compatible client: Claude Code, Claude Desktop, Cursor, Windsurf, etc.\n\n## Quick Start\n\n### 1. Get a Gemini API Key\n\nGet a free API key from [Google AI Studio](https://aistudio.google.com/app/apikey).\n\n### 2. Install & Configure\n\n#### Claude Code\n\n```bash\nclaude mcp add codeglance -e GEMINI_API_KEY=your_key_here -- uvx codeglance-mcp\n```\n\nThat's it. Verify with:\n\n```bash\nclaude mcp list\n```\n\n#### Claude Desktop / Cursor / Other MCP Clients\n\nAdd to your MCP config file (`claude_desktop_config.json`, `.cursor/mcp.json`, etc.):\n\n```json\n{\n  \"mcpServers\": {\n    \"codeglance\": {\n      \"command\": \"uvx\",\n      \"args\": [\"codeglance-mcp\"],\n      \"env\": {\n        \"GEMINI_API_KEY\": \"your_gemini_api_key_here\"\n      }\n    }\n  }\n}\n```\n\n#### Alternative: Install via pip\n\n```bash\npip install codeglance-mcp\n```\n\nThen configure your MCP client to run `codeglance-mcp` as the command instead of `uvx codeglance-mcp`.\n\n## What It Does\n\nWhen you ask your AI assistant to analyze a repository, CodeGlance:\n\n1. **Clones** the repository (shallow clone for speed)\n2. **Reads** key files (README, package.json, config files, entry points)\n3. **Sends** the context to Gemini AI with specialized analysis prompts\n4. **Generates** 6 documentation files in `codeglance-analysis/guide/`\n\n### Generated Documentation\n\n| File | Description |\n|------|-------------|\n| `01-overview.md` | 5-minute project overview |\n| `02-tree.md` | Annotated directory structure |\n| `03-file-insights.md` | Key files and their purposes |\n| `04-architecture.md` | System architecture deep-dive |\n| `05-quick-start.md` | Getting started guide |\n| `06-master-analysis.md` | Comprehensive technical analysis |\n\n## MCP Tools\n\n| Tool | Description |\n|------|-------------|\n| `analyze_repository` | Run…","publisher":{"name":"Harshil","url":null},"homepage":"https://pypi.org/project/codeglance-mcp/","repository":"https://github.com/lucidopus/codeglance-mcp","version":"0.1.3","license":"MIT","protocols":["mcp"],"tags":["code-analysis","developer-tools","gemini","mcp","repository-analysis"],"pricing":null,"endpoints":[{"url":"pypi:codeglance-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"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":"derived"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.848,"provenance":"derived"},{"slug":"dev.filesystem","name":"Filesystem","confidence":0.802,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.791,"provenance":"derived"}],"categories":["ai","code","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":"codeglance-mcp","registry":"pypi","observedAt":"2026-09-15T11:23:11.147Z","publishedAt":"2026-03-21T23:44:10.164568Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"codeglance-mcp","url":"https://pypi.org/project/codeglance-mcp/","firstSeenAt":"2026-09-09T11:31:32.707Z","fetchedAt":"2026-09-15T11:22:35.658Z","normalizedAt":"2026-09-15T11:22:35.658Z"}]},"firstSeenAt":"2026-09-09T11:31:32.707Z","updatedAt":"2026-09-15T11:23:11.147Z"}