github-repo-shape — Agent Audience Index MCP Tool
github-repo-shape
(github repo shape) is one of 31 tools on the
Agent Audience Index
MCP server. Connect the server and your client discovers it on the handshake.
by client
How to call github-repo-shape from your client
- Claude Code Agent Audience Index github-repo-shape run in your project directory
- Claude Desktop Agent Audience Index github-repo-shape ~/Library/Application Support/Claude/claude_desktop_config.json
- Cursor Agent Audience Index github-repo-shape ~/.cursor/mcp.json
- VS Code Agent Audience Index github-repo-shape .vscode/mcp.json
- Zed Agent Audience Index github-repo-shape ~/.config/zed/settings.json
- Windsurf Agent Audience Index github-repo-shape ~/.codeium/windsurf/mcp_config.json
- Cline Agent Audience Index github-repo-shape ~/Library/Application Support/Code/User/globalStorage/saoudrizwan.claude-dev/settings/cline_mcp_settings.json
- Gemini CLI Agent Audience Index github-repo-shape ~/.gemini/settings.json
- Grok Agent Audience Index github-repo-shape .mcp.json (in your project root)
- ChatGPT Agent Audience Index github-repo-shape Settings → Connectors → Advanced → Developer mode
- Claude.ai Agent Audience Index github-repo-shape Settings → Connectors → Add custom connector
- LangChain Agent Audience Index github-repo-shape pip install langchain-mcp-adapters
Fastest route
claude mcp add --transport http agent-audience-index https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-audience-index/mcpOther tools on this server
- agent-audience-index
- utc-time
- timezone
- validate-json
- normalize-url
- inspect-robots
- domain-shape
- citation
- compatibility
- status-catalog
- iana-zones
- web-fetch
- fetch-status
- weather-hint
- memory-key-count
- file-path-ok
- browser-url-ok
- think-steps
- search-query-len
- hn-front-count
- lib-docs-hint
- playwright-url-ok
- figma-url-shape
- jira-key-shape
- geo-hint
- calc-eval
- wiki-title-ok
- agent-tool-index
- people-search-index
- agent-ads-index
This list was read from the server itself, by connecting to it and calling tools/list on 24 September 2026. It is what
the server actually exposes, not what its listing claims.
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. The registry stores tool names only; connect the server for its live schemas.