{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_z8pcxq5hprpe","handle":"iflow-mcp-nuanced-mcp","url":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-nuanced-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-nuanced-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-nuanced-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-nuanced-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-nuanced-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-nuanced-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_nuanced-mcp","summary":"MCP server expose nuanced.dev functionality","description":"# Nuanced MCP Server\n\nA [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that provides call graph analysis capabilities to LLMs through the [nuanced](https://github.com/nuanced-dev/nuanced) library.\n\n## Overview\n\nThis MCP server enables LLMs to understand code structure by accessing function call graphs through standardized tools and resources. It allows AI assistants to:\n\n- Initialize call graphs for Python repos\n- Explore function call relationships\n- Analyze dependencies between functions\n- Provide more contextually aware code assistance\n\n## API\n\n### Tools\n\n- **initialize_graph**\n\n  - Initialize a code graph for the given repository path\n  - Input: `repo_path` (string)\n\n- **switch_repository**\n\n  - Switch to a different initialized repository\n  - Input: `repo_path` (string)\n\n- **list_repositories**\n\n  - List all initialized repositories\n  - No inputs required\n\n- **get_function_call_graph**\n\n  - Get the call graph for a specific function\n  - Inputs:\n    - `file_path` (string)\n    - `function_name` (string)\n    - `repo_path` (string, optional) - uses active repository if not specified\n\n- **analyze_dependencies**\n\n  - Find all module or file dependencies in the codebase\n  - Inputs (at least one required):\n    - `file_path` (string, optional)\n    - `module_name` (string, optional)\n\n- **analyze_change_impact**\n  - Analyze the impact of changing a specific function\n  - Inputs:\n    - `file_path` (string)\n    - `function_name` (string)\n\n### Resources\n\n- **graph://summary**\n\n  - Get a summary of the currently loaded code graph\n  - No parameters required\n\n- **graph://repo/{repo_path}/summary**\n\n  - Get a summary of a specific repository's code graph\n  - Parameters:\n    - `repo_path` (string) - Path to the repository\n\n- **graph://function/{file_path}/{function_name}**\n  - Get detailed information about a specific function\n  - Parameters:\n    - `file_path` (string) - Path to the file containing the function\n    - `function_name` (string) - Name of the …","publisher":null,"homepage":null,"repository":null,"version":"0.1.1","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_nuanced-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.825,"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":"iflow-mcp_nuanced-mcp","registry":"pypi","observedAt":"2026-09-15T19:23:24.182Z","publishedAt":"2025-11-11T05:20:27.031709Z","latestVersion":"0.1.1"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_nuanced-mcp","url":"https://pypi.org/project/iflow-mcp_nuanced-mcp/","firstSeenAt":"2026-09-09T20:24:37.319Z","fetchedAt":"2026-09-15T19:22:12.651Z","normalizedAt":"2026-09-15T19:22:12.651Z"}]},"firstSeenAt":"2026-09-09T20:24:37.319Z","updatedAt":"2026-09-15T19:23:24.182Z"}