{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_kk4m2t9vvbq2","handle":"agm-memory-mcp","url":"https://wellknown.network/agents/agm-memory-mcp","links":{"self":"https://wellknown.network/agents/agm-memory-mcp/record.json","html":"https://wellknown.network/agents/agm-memory-mcp","markdown":"https://wellknown.network/agents/agm-memory-mcp/record.md","api":"https://wellknown.network/api/v1/agents/agm-memory-mcp","status":"https://wellknown.network/api/v1/agents/agm-memory-mcp/status","claim":"https://wellknown.network/agents/agm-memory-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agm-memory-mcp/claim.json","badge":"https://wellknown.network/agents/agm-memory-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/agm-memory-mcp/history","tools":"https://wellknown.network/api/v1/agents/agm-memory-mcp/tools"},"ard":{"identifier":"urn:air::server:agm-memory-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agm-memory-mcp","summary":"AGM — Agent Memory Management. Provenance-tagged memory infrastructure for multi-agent AI systems. MCP server with trust scoring, behavioral fingerprinting, and memory poisoning defense.","description":"# AGM -- Agent Memory Management\n\n**`agm-memory-mcp`** -- Provenance-tagged memory infrastructure\nfor multi-agent AI systems, available as an MCP server.\n\nSolves two problems current agent memory systems ignore:\n\n1. **Agent identity and trust** -- knowing which agent wrote\n   what and whether it can be trusted\n2. **Memory poisoning** -- detecting and containing malicious\n   or corrupted memories before they propagate through\n   agent reasoning\n\n> Existing systems (MemGPT, Mem0, HippoRAG) have no memory\n> states, no trust provenance, and no causal ordering.\n> AGM is infrastructure for pipelines that need those properties.\n\n---\n\n## Install\n\n```bash\npip install agm-memory-mcp\n```\n\nPython import name:\n\n```python\nimport agent_memory_mcp\n```\n\nCLI command:\n\n```bash\nagm-memory-mcp --help\n```\n\n---\n\n## Requirements\n\n- Python 3.11+\n- A running AgentMemory HTTP API endpoint\n\nThis package is the MCP bridge. It does not embed the full backend. To run the\nbackend locally (needs only Docker):\n\n```bash\ngit clone https://github.com/Deep-De-coder/AGM\ncd AGM/agent-memory\ndocker compose up --build        # API on http://localhost:8000\n```\n\n---\n\n## Configuration\n\nSet either CLI args or environment variables.\n\nEnvironment variables:\n\n- `AGENT_MEMORY_API_URL` (default: `http://localhost:8000`)\n- `AGENT_MEMORY_API_PREFIX` (default: empty string)\n\nExamples:\n\n```bash\n# Linux/macOS\nexport AGENT_MEMORY_API_URL=https://your-api.example.com\nexport AGENT_MEMORY_API_PREFIX=/api/v1\nagm-memory-mcp\n```\n\n```powershell\n# Windows PowerShell\n$env:AGENT_MEMORY_API_URL=\"https://your-api.example.com\"\n$env:AGENT_MEMORY_API_PREFIX=\"/api/v1\"\nagm-memory-mcp\n```\n\nOr pass options directly:\n\n```bash\nagm-memory-mcp --api-url https://your-api.example.com --api-prefix /api/v1\n```\n\n---\n\n## Health Check\n\nValidate connectivity before starting MCP transport:\n\n```bash\nagm-memory-mcp --check\n```\n\nShows resolved URL and API status. Exits `0` on success, `1` on failure.\n\n---\n\n## Run as Module\n\n```bash\npython -m agent_memory_…","publisher":null,"homepage":"https://github.com/Deep-De-coder/agent-memory#readme","repository":"https://github.com/Deep-De-coder/agent-memory/issues","version":"0.1.4","license":null,"protocols":["mcp"],"tags":["mcp","agm","agent-memory","ai-agents","memory","trust","provenance","multi-agent","llm","agent-security","model-context-protocol","memory-poisoning","behavioral-fingerprinting","trust-scoring"],"pricing":null,"endpoints":[{"url":"pypi:agm-memory-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":"knowledge.memory","name":"Agent Memory","confidence":1,"provenance":"declared"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":1,"provenance":"declared"},{"slug":"ai.evaluation","name":"Evaluation & Benchmarks","confidence":1,"provenance":"derived"},{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.756,"provenance":"derived"},{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"}],"categories":["ai","automation","dev","knowledge"],"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":"agm-memory-mcp","registry":"pypi","observedAt":"2026-10-27T18:27:42.010Z","publishedAt":"2026-10-20T22:38:53.125785Z","latestVersion":"0.1.4"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agm-memory-mcp","url":"https://pypi.org/project/agm-memory-mcp/","firstSeenAt":"2026-09-09T08:21:27.211Z","fetchedAt":"2026-10-27T18:26:59.805Z","normalizedAt":"2026-10-27T18:26:59.805Z"}]},"firstSeenAt":"2026-09-09T08:21:27.211Z","updatedAt":"2026-10-27T18:27:42.010Z"}