{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_4g658y7377yc","handle":"angr-api-mcp","url":"https://wellknown.network/agents/angr-api-mcp","links":{"self":"https://wellknown.network/agents/angr-api-mcp/record.json","html":"https://wellknown.network/agents/angr-api-mcp","markdown":"https://wellknown.network/agents/angr-api-mcp/record.md","api":"https://wellknown.network/api/v1/agents/angr-api-mcp","status":"https://wellknown.network/api/v1/agents/angr-api-mcp/status","claim":"https://wellknown.network/agents/angr-api-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/angr-api-mcp/claim.json","badge":"https://wellknown.network/agents/angr-api-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/angr-api-mcp/history","tools":"https://wellknown.network/api/v1/agents/angr-api-mcp/tools"},"ard":{"identifier":"urn:air::server:angr-api-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"angr-api-mcp","summary":"MCP server for angr binary analysis API workflow retrieval","description":"# angr-api-mcp\n\nMCP server for [angr](https://github.com/angr/angr) binary analysis API workflow retrieval.\n\nExtracts real API usage patterns from angr's source code and angr-doc examples, then indexes them with semantic search so LLMs can query correct API call sequences.\n\n## Installation\n\n### Via Claude Code (recommended)\n\n```bash\nclaude mcp add angr-api-mcp -- uvx angr-api-mcp\n```\n\n### Via Claude Desktop\n\n```json\n{\n  \"mcpServers\": {\n    \"angr\": {\n      \"command\": \"uvx\",\n      \"args\": [\"angr-api-mcp\"]\n    }\n  }\n}\n```\n\n### Via pip\n\n```bash\npip install angr-api-mcp\n```\n\n## First-time setup\n\nAfter adding the server, build the index by calling the `initialize_index` tool from Claude:\n\n```\ninitialize_index()\n```\n\nThis clones angr and angr-doc from GitHub and builds the semantic index\n(~5–10 minutes). The index is stored at `~/.local/share/angr-api-mcp/chroma_db`\nand persists across restarts.\n\nOr run from the command line:\n\n```bash\nangr-api-mcp-admin build-index\n\n# Point at local repos to skip cloning\nangr-api-mcp-admin build-index --angr-path /path/to/angr --angr-doc-path /path/to/angr-doc\n```\n\n## MCP Tools\n\n| Tool | Description |\n|---|---|\n| `initialize_index` | Build the workflow index |\n| `get_workflows` | Search API call sequences by task description |\n| `get_api_doc` | Look up a class or method |\n| `list_related_apis` | Find co-occurring APIs |\n| `get_index_info` | Show index metadata |\n| `clear_index` | Wipe the index |\n\n## CLI (admin / inspection)\n\n```bash\n# Search for workflows by task\nangr-api-mcp-admin inspect workflows \"run CFG analysis on a binary\"\nangr-api-mcp-admin inspect workflows \"symbolic execution to find target address\"\n\n# Look up a class or method\nangr-api-mcp-admin inspect api-doc SimulationManager\nangr-api-mcp-admin inspect api-doc CFGFast\n\n# Find co-occurring APIs\nangr-api-mcp-admin inspect related Project\n\n# Index info\nangr-api-mcp-admin inspect info\n```","publisher":null,"homepage":"https://github.com/Taardisaa/angr-api-mcp","repository":"https://github.com/Taardisaa/angr-api-mcp","version":"0.1.0","license":null,"protocols":["mcp"],"tags":["angr","api","binary-analysis","mcp","reverse-engineering","workflow"],"pricing":null,"endpoints":[{"url":"pypi:angr-api-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"}},"derived":{"capabilities":[{"slug":"data.vector-search","name":"Vector Search","confidence":0.848,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.825,"provenance":"derived"}],"categories":["data","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":"angr-api-mcp","registry":"pypi","observedAt":"2026-10-27T19:25:35.305Z","publishedAt":"2026-02-26T00:05:13.357632Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"angr-api-mcp","url":"https://pypi.org/project/angr-api-mcp/","firstSeenAt":"2026-09-09T09:22:51.717Z","fetchedAt":"2026-10-27T19:24:22.607Z","normalizedAt":"2026-10-27T19:24:22.607Z"}]},"firstSeenAt":"2026-09-09T09:22:51.717Z","updatedAt":"2026-10-27T19:25:35.305Z"}